diff --git a/dev/_examples/build_model.html b/dev/_examples/build_model.html
index c8dc69ad..5c430e7e 100644
--- a/dev/_examples/build_model.html
+++ b/dev/_examples/build_model.html
@@ -564,7 +564,7 @@ <h2>Setup Wflow model base layers<a class="headerlink" href="#Setup-Wflow-model-
 <div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># NOTE: copy this line (without !) to your shell for more direct feedback</span>
 <span class="c1"># NOTE: as of hydromt version 0.7.0 the region argument is optional and should be preceded by -r or --region</span>
 <span class="c1"># NOTE: the resolution argument has been removed since hydromt v0.7.0 and can now only be configured from .ini file under the setup_basemap header</span>
-<span class="o">!</span>hydromt<span class="w"> </span>build<span class="w"> </span>wflow<span class="w"> </span><span class="s2">&quot;./wflow_test_base&quot;</span><span class="w"> </span>-r<span class="w"> </span><span class="s2">&quot;{&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.70, 45.35, 12.95, 46.70]}&quot;</span><span class="w"> </span>-v
+<span class="o">!</span>hydromt<span class="w"> </span>build<span class="w"> </span>wflow<span class="w"> </span><span class="s2">&quot;./wflow_test_base&quot;</span><span class="w"> </span>-r<span class="w"> </span><span class="s2">&quot;{&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.70, 45.35, 12.95, 46.70]}&quot;</span><span class="w"> </span>-v<span class="w"> </span>-d<span class="w"> </span>artifact_data
 </pre></div>
 </div>
 </div>
@@ -573,57 +573,27 @@ <h2>Setup Wflow model base layers<a class="headerlink" href="#Setup-Wflow-model-
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:33:27,526 - build - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:33:27,526 - build - main - INFO - Building instance of wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_base.
-2023-07-25 13:33:27,526 - build - main - INFO - User settings:
-2023-07-25 13:33:27,547 - build - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:33:27,548 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:33:27,561 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
-2023-07-25 13:33:27,561 - build - model_api - INFO - setup_basemaps.res: 0.008333333333333333
-2023-07-25 13:33:27,561 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
-2023-07-25 13:33:27,561 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
-2023-07-25 13:33:27,561 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
-2023-07-25 13:33:27,561 - build - wflow - INFO - Preparing base hydrography basemaps.
-2023-07-25 13:33:27,561 - build - main - ERROR - No such file or catalog key: merit_hydro
-Traceback (most recent call last):
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/cli/main.py&#34;, line 207, in build
-    mod.build(region, opt=opt)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/models/model_api.py&#34;, line 220, in build
-    self._run_log_method(method, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/models/model_api.py&#34;, line 163, in _run_log_method
-    return func(*args, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/wflow.py&#34;, line 175, in setup_basemaps
-    ds_org = self.data_catalog.get_rasterdataset(hydrography_fn)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/data_catalog.py&#34;, line 700, in get_rasterdataset
-    raise FileNotFoundError(f&#34;No such file or catalog key: {data_like}&#34;)
-FileNotFoundError: No such file or catalog key: merit_hydro
-Traceback (most recent call last):
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/bin/hydromt&#34;, line 8, in &lt;module&gt;
-    sys.exit(main())
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/core.py&#34;, line 1157, in __call__
-    return self.main(*args, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/core.py&#34;, line 1078, in main
-    rv = self.invoke(ctx)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/core.py&#34;, line 1688, in invoke
-    return _process_result(sub_ctx.command.invoke(sub_ctx))
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/core.py&#34;, line 1434, in invoke
-    return ctx.invoke(self.callback, **ctx.params)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/core.py&#34;, line 783, in invoke
-    return __callback(*args, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/click/decorators.py&#34;, line 33, in new_func
-    return f(get_current_context(), *args, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/cli/main.py&#34;, line 207, in build
-    mod.build(region, opt=opt)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/models/model_api.py&#34;, line 220, in build
-    self._run_log_method(method, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/models/model_api.py&#34;, line 163, in _run_log_method
-    return func(*args, **kwargs)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/wflow.py&#34;, line 175, in setup_basemaps
-    ds_org = self.data_catalog.get_rasterdataset(hydrography_fn)
-  File &#34;/usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt/data_catalog.py&#34;, line 700, in get_rasterdataset
-    raise FileNotFoundError(f&#34;No such file or catalog key: {data_like}&#34;)
-FileNotFoundError: No such file or catalog key: merit_hydro
-
+2023-07-27 08:03:37,603 - build - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:03:37,604 - build - main - INFO - Building instance of wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_base.
+2023-07-27 08:03:37,604 - build - main - INFO - User settings:
+2023-07-27 08:03:37,729 - build - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:03:39,654 - build - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:03:39,731 - build - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:03:39,731 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:03:39,744 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
+2023-07-27 08:03:39,745 - build - model_api - INFO - setup_basemaps.res: 0.008333333333333333
+2023-07-27 08:03:39,745 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
+2023-07-27 08:03:39,745 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
+2023-07-27 08:03:39,745 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
+2023-07-27 08:03:39,745 - build - wflow - INFO - Preparing base hydrography basemaps.
+2023-07-27 08:03:39,745 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
+2023-07-27 08:03:43,981 - build - basin_mask - INFO - subbasin bbox: [11.7750, 45.8042, 12.7450, 46.6900]
+2023-07-27 08:03:44,218 - build - basemaps - INFO - Upscale flow direction data: 10x, ihu method.
+2023-07-27 08:04:01,573 - build - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_base
+2023-07-27 08:04:01,576 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_base/wflow_sbm.toml
+2023-07-27 08:04:01,605 - build - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_base/staticmaps.nc
+corrupted size vs. prev_size in fastbins
+Aborted (core dumped)
 </pre></div></div>
 </div>
 <p>The example above means the following: run <strong>hydromt build</strong> with:</p>
@@ -776,227 +746,226 @@ <h2>Setup complete Wflow model<a class="headerlink" href="#Setup-complete-Wflow-
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:33:30,637 - build - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/hydromt.log.
-2023-07-25 13:33:30,637 - build - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:33:30,637 - build - main - INFO - Building instance of wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full.
-2023-07-25 13:33:30,637 - build - main - INFO - User settings:
-2023-07-25 13:33:30,921 - build - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
-2023-07-25 13:33:32,141 - build - data_catalog - DEBUG - Unpacking data from /home/runner/.hydromt_data/artifact_data/v0.0.8/data.tar.gz
-2023-07-25 13:33:33,045 - build - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
-2023-07-25 13:33:33,120 - build - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:33:33,121 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:33:33,134 - build - model_api - DEBUG - Setting model config options.
-2023-07-25 13:33:33,136 - build - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/wflow_sbm.toml
-2023-07-25 13:33:33,136 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
-2023-07-25 13:33:33,136 - build - model_api - INFO - setup_basemaps.res: 0.00833
-2023-07-25 13:33:33,136 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
-2023-07-25 13:33:33,136 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
-2023-07-25 13:33:33,136 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
-2023-07-25 13:33:33,136 - build - wflow - INFO - Preparing base hydrography basemaps.
-2023-07-25 13:33:33,136 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
-2023-07-25 13:33:33,277 - build - basin_mask - DEBUG - Parsed region (kind=subbasin): {&#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7], &#39;xy&#39;: [12.2051, 45.8331]}
-2023-07-25 13:33:37,391 - build - basin_mask - INFO - subbasin bbox: [11.7750, 45.8042, 12.7450, 46.6900]
-2023-07-25 13:33:37,492 - build - wflow - DEBUG - Adding basins vector to staticgeoms.
-2023-07-25 13:33:37,492 - build - basemaps - DEBUG - Mask in dataset assumed to represent subbasins.
-2023-07-25 13:33:37,493 - build - basemaps - DEBUG - (Sub)basin at original resolution has 664756 cells.
-2023-07-25 13:33:37,585 - build - basemaps - DEBUG - Burn subbasin outlet in upstream area data.
-2023-07-25 13:33:37,629 - build - basemaps - INFO - Upscale flow direction data: 10x, ihu method.
-2023-07-25 13:33:54,360 - build - basemaps - DEBUG - Derive stream order.
-2023-07-25 13:33:54,572 - build - basemaps - DEBUG - Map shape: (106, 116); active cells: 6637.
-2023-07-25 13:33:54,572 - build - basemaps - DEBUG - Outlet coordinates (1/1): (12.20750,45.83583).
-2023-07-25 13:33:54,672 - build - wflow - DEBUG - Adding region vector to staticgeoms.
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.hydrography_fn: merit_hydro
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.river_geom_fn: rivers_lin2019_v1
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.river_upa: 30
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.rivdph_method: powlaw
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.slope_len: 2000
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.min_rivlen_ratio: 0.0
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.min_rivdph: 1
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.min_rivwth: 30
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.smooth_len: 5000
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.rivman_mapping_fn: roughness_river_mapping_default
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.elevtn_map: wflow_dem
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.river_routing: kinematic-wave
-2023-07-25 13:33:54,677 - build - model_api - INFO - setup_rivers.connectivity: 8
-2023-07-25 13:33:54,677 - build - wflow - INFO - Preparing river maps.
-2023-07-25 13:33:54,678 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
-2023-07-25 13:33:54,802 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:33:54,817 - build - river - DEBUG - Set river mask (min uparea: 30 km2) and prepare flow dirs.
-2023-07-25 13:33:54,970 - build - river - DEBUG - Derive river length.
-2023-07-25 13:34:01,771 - build - river - DEBUG - Derive river slope.
-2023-07-25 13:34:02,489 - build - river - DEBUG - Derive rivwth from hydrography dataset.
-2023-07-25 13:34:02,500 - build - data_catalog - INFO - DataCatalog: Getting roughness_river_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/N_river_mapping.csv
-2023-07-25 13:34:02,500 - build - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:34:02,509 - build - landuse - INFO - Deriving N_River using average resampling (nodata=-999.0).
-2023-07-25 13:34:02,521 - build - data_catalog - INFO - DataCatalog: Getting rivers_lin2019_v1 GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rivers_lin2019_v1.gpkg
-2023-07-25 13:34:02,522 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.778, 45.807, 12.745, 46.690].
-2023-07-25 13:34:02,786 - build - river - DEBUG - Derive [&#39;rivwth&#39;, &#39;qbankfull&#39;] from shapefile.
-2023-07-25 13:34:02,873 - build - river - DEBUG - Valid for 381/655 river cells (max dist: 392 m).
-2023-07-25 13:34:06,434 - build - wflow - DEBUG - Adding rivers vector to staticgeoms.
-2023-07-25 13:34:07,266 - build - model_api - INFO - setup_reservoirs.reservoirs_fn: hydro_reservoirs
-2023-07-25 13:34:07,266 - build - model_api - INFO - setup_reservoirs.timeseries_fn: gww
-2023-07-25 13:34:07,266 - build - model_api - INFO - setup_reservoirs.min_area: 1.0
-2023-07-25 13:34:07,266 - build - wflow - INFO - Preparing reservoir maps.
-2023-07-25 13:34:07,266 - build - data_catalog - INFO - DataCatalog: Getting hydro_reservoirs GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_reservoirs.gpkg
-2023-07-25 13:34:07,269 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:34:07,302 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 5 columns.
-2023-07-25 13:34:07,307 - build - wflow - WARNING - No reservoirs of sufficient size found within region! Skipping reservoir procedures!
-2023-07-25 13:34:07,308 - build - model_api - INFO - setup_lakes.lakes_fn: hydro_lakes
-2023-07-25 13:34:07,308 - build - model_api - INFO - setup_lakes.rating_curve_fns: None
-2023-07-25 13:34:07,308 - build - model_api - INFO - setup_lakes.min_area: 10.0
-2023-07-25 13:34:07,308 - build - model_api - INFO - setup_lakes.add_maxstorage: False
-2023-07-25 13:34:07,308 - build - wflow - INFO - Preparing lake maps.
-2023-07-25 13:34:07,308 - build - data_catalog - INFO - DataCatalog: Getting hydro_lakes GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_lakes.gpkg
-2023-07-25 13:34:07,311 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:34:07,336 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 1 columns.
-2023-07-25 13:34:07,339 - build - wflow - WARNING - No lakes of sufficient size found within region! Skipping lake procedures!
-2023-07-25 13:34:07,339 - build - model_api - INFO - setup_glaciers.glaciers_fn: rgi
-2023-07-25 13:34:07,339 - build - model_api - INFO - setup_glaciers.min_area: 1.0
-2023-07-25 13:34:07,339 - build - wflow - INFO - Preparing glacier maps.
-2023-07-25 13:34:07,339 - build - data_catalog - INFO - DataCatalog: Getting rgi GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rgi.gpkg
-2023-07-25 13:34:07,342 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:34:07,377 - build - wflow - INFO - 1 glaciers of sufficient size found within region.
-2023-07-25 13:34:07,393 - build - glaciers - DEBUG - Creating vector grid for calculating glacier fraction and storage per grid cell
-2023-07-25 13:34:07,740 - build - glaciers - DEBUG - Setting glacierfrac and store values per glacier.
-2023-07-25 13:34:09,431 - build - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
-2023-07-25 13:34:09,431 - build - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
-2023-07-25 13:34:09,431 - build - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;RootingDepth&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;WaterFrac&#39;]
-2023-07-25 13:34:09,431 - build - wflow - INFO - Preparing LULC parameter maps.
-2023-07-25 13:34:09,431 - build - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
-2023-07-25 13:34:09,450 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:34:09,452 - build - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
-2023-07-25 13:34:09,452 - build - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:34:09,461 - build - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
-2023-07-25 13:34:09,524 - build - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,579 - build - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,633 - build - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,688 - build - landuse - INFO - Deriving RootingDepth using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,743 - build - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,799 - build - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,854 - build - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
-2023-07-25 13:34:09,917 - build - model_api - INFO - setup_laimaps.lai_fn: modis_lai
-2023-07-25 13:34:09,917 - build - wflow - INFO - Preparing LAI maps.
-2023-07-25 13:34:09,918 - build - data_catalog - INFO - DataCatalog: Getting modis_lai RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/modis_lai.nc
-2023-07-25 13:34:10,000 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:34:10,001 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
-2023-07-25 13:34:10,008 - build - landuse - INFO - Deriving LAI using average resampling (nodata=nan).
-2023-07-25 13:34:10,076 - build - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
-2023-07-25 13:34:10,077 - build - model_api - INFO - setup_soilmaps.ptf_ksatver: brakensiek
-2023-07-25 13:34:10,077 - build - wflow - INFO - Preparing soil parameter maps.
-2023-07-25 13:34:10,077 - build - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
-2023-07-25 13:34:10,650 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:34:10,662 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
-2023-07-25 13:34:10,979 - build - soilgrids - INFO - calculate and resample thetaS
-2023-07-25 13:34:11,158 - build - soilgrids - INFO - calculate and resample thetaR
-2023-07-25 13:34:11,381 - build - soilgrids - INFO - calculate and resample KsatVer
-2023-07-25 13:34:11,431 - build - soilgrids - INFO - calculate and resample pore size distribution index
-2023-07-25 13:34:11,526 - build - soilgrids - INFO - fit z - log(KsatVer) with numpy linalg regression (y = b*x) -&gt; M_
-2023-07-25 13:34:12,128 - build - soilgrids - INFO - fit zi - Ksat with curve_fit (scipy.optimize) -&gt; M
-2023-07-25 13:34:16,451 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for thetaS
-2023-07-25 13:34:16,625 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for thetaR
-2023-07-25 13:34:16,761 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for SoilThickness
+2023-07-27 08:04:20,709 - build - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/hydromt.log.
+2023-07-27 08:04:20,709 - build - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:04:20,709 - build - main - INFO - Building instance of wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full.
+2023-07-27 08:04:20,709 - build - main - INFO - User settings:
+2023-07-27 08:04:20,781 - build - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:04:20,781 - build - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:04:20,858 - build - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:04:20,858 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:04:20,871 - build - model_api - DEBUG - Setting model config options.
+2023-07-27 08:04:20,873 - build - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/wflow_sbm.toml
+2023-07-27 08:04:20,873 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
+2023-07-27 08:04:20,873 - build - model_api - INFO - setup_basemaps.res: 0.00833
+2023-07-27 08:04:20,873 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
+2023-07-27 08:04:20,873 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
+2023-07-27 08:04:20,873 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
+2023-07-27 08:04:20,873 - build - wflow - INFO - Preparing base hydrography basemaps.
+2023-07-27 08:04:20,873 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
+2023-07-27 08:04:21,017 - build - basin_mask - DEBUG - Parsed region (kind=subbasin): {&#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7], &#39;xy&#39;: [12.2051, 45.8331]}
+2023-07-27 08:04:25,100 - build - basin_mask - INFO - subbasin bbox: [11.7750, 45.8042, 12.7450, 46.6900]
+2023-07-27 08:04:25,201 - build - wflow - DEBUG - Adding basins vector to staticgeoms.
+2023-07-27 08:04:25,201 - build - basemaps - DEBUG - Mask in dataset assumed to represent subbasins.
+2023-07-27 08:04:25,202 - build - basemaps - DEBUG - (Sub)basin at original resolution has 664756 cells.
+2023-07-27 08:04:25,294 - build - basemaps - DEBUG - Burn subbasin outlet in upstream area data.
+2023-07-27 08:04:25,337 - build - basemaps - INFO - Upscale flow direction data: 10x, ihu method.
+2023-07-27 08:04:42,137 - build - basemaps - DEBUG - Derive stream order.
+2023-07-27 08:04:42,350 - build - basemaps - DEBUG - Map shape: (106, 116); active cells: 6637.
+2023-07-27 08:04:42,351 - build - basemaps - DEBUG - Outlet coordinates (1/1): (12.20750,45.83583).
+2023-07-27 08:04:42,451 - build - wflow - DEBUG - Adding region vector to staticgeoms.
+2023-07-27 08:04:42,455 - build - model_api - INFO - setup_rivers.hydrography_fn: merit_hydro
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.river_geom_fn: rivers_lin2019_v1
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.river_upa: 30
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.rivdph_method: powlaw
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.slope_len: 2000
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.min_rivlen_ratio: 0.0
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.min_rivdph: 1
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.min_rivwth: 30
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.smooth_len: 5000
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.rivman_mapping_fn: roughness_river_mapping_default
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.elevtn_map: wflow_dem
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.river_routing: kinematic-wave
+2023-07-27 08:04:42,456 - build - model_api - INFO - setup_rivers.connectivity: 8
+2023-07-27 08:04:42,456 - build - wflow - INFO - Preparing river maps.
+2023-07-27 08:04:42,456 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
+2023-07-27 08:04:42,581 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:04:42,597 - build - river - DEBUG - Set river mask (min uparea: 30 km2) and prepare flow dirs.
+2023-07-27 08:04:42,750 - build - river - DEBUG - Derive river length.
+2023-07-27 08:04:49,321 - build - river - DEBUG - Derive river slope.
+2023-07-27 08:04:50,037 - build - river - DEBUG - Derive rivwth from hydrography dataset.
+2023-07-27 08:04:50,049 - build - data_catalog - INFO - DataCatalog: Getting roughness_river_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/N_river_mapping.csv
+2023-07-27 08:04:50,050 - build - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:04:50,058 - build - landuse - INFO - Deriving N_River using average resampling (nodata=-999.0).
+2023-07-27 08:04:50,070 - build - data_catalog - INFO - DataCatalog: Getting rivers_lin2019_v1 GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rivers_lin2019_v1.gpkg
+2023-07-27 08:04:50,071 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.778, 45.807, 12.745, 46.690].
+2023-07-27 08:04:50,339 - build - river - DEBUG - Derive [&#39;rivwth&#39;, &#39;qbankfull&#39;] from shapefile.
+2023-07-27 08:04:50,427 - build - river - DEBUG - Valid for 381/655 river cells (max dist: 392 m).
+2023-07-27 08:04:54,018 - build - wflow - DEBUG - Adding rivers vector to staticgeoms.
+2023-07-27 08:04:54,858 - build - model_api - INFO - setup_reservoirs.reservoirs_fn: hydro_reservoirs
+2023-07-27 08:04:54,858 - build - model_api - INFO - setup_reservoirs.timeseries_fn: gww
+2023-07-27 08:04:54,858 - build - model_api - INFO - setup_reservoirs.min_area: 1.0
+2023-07-27 08:04:54,859 - build - wflow - INFO - Preparing reservoir maps.
+2023-07-27 08:04:54,859 - build - data_catalog - INFO - DataCatalog: Getting hydro_reservoirs GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_reservoirs.gpkg
+2023-07-27 08:04:54,862 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:04:54,894 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 5 columns.
+2023-07-27 08:04:54,900 - build - wflow - WARNING - No reservoirs of sufficient size found within region! Skipping reservoir procedures!
+2023-07-27 08:04:54,900 - build - model_api - INFO - setup_lakes.lakes_fn: hydro_lakes
+2023-07-27 08:04:54,900 - build - model_api - INFO - setup_lakes.rating_curve_fns: None
+2023-07-27 08:04:54,900 - build - model_api - INFO - setup_lakes.min_area: 10.0
+2023-07-27 08:04:54,900 - build - model_api - INFO - setup_lakes.add_maxstorage: False
+2023-07-27 08:04:54,900 - build - wflow - INFO - Preparing lake maps.
+2023-07-27 08:04:54,900 - build - data_catalog - INFO - DataCatalog: Getting hydro_lakes GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_lakes.gpkg
+2023-07-27 08:04:54,903 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:04:54,927 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 1 columns.
+2023-07-27 08:04:54,931 - build - wflow - WARNING - No lakes of sufficient size found within region! Skipping lake procedures!
+2023-07-27 08:04:54,931 - build - model_api - INFO - setup_glaciers.glaciers_fn: rgi
+2023-07-27 08:04:54,931 - build - model_api - INFO - setup_glaciers.min_area: 1.0
+2023-07-27 08:04:54,931 - build - wflow - INFO - Preparing glacier maps.
+2023-07-27 08:04:54,931 - build - data_catalog - INFO - DataCatalog: Getting rgi GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rgi.gpkg
+2023-07-27 08:04:54,934 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:04:54,970 - build - wflow - INFO - 1 glaciers of sufficient size found within region.
+2023-07-27 08:04:54,985 - build - glaciers - DEBUG - Creating vector grid for calculating glacier fraction and storage per grid cell
+2023-07-27 08:04:55,350 - build - glaciers - DEBUG - Setting glacierfrac and store values per glacier.
+2023-07-27 08:04:57,020 - build - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
+2023-07-27 08:04:57,020 - build - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
+2023-07-27 08:04:57,020 - build - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;RootingDepth&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;WaterFrac&#39;]
+2023-07-27 08:04:57,020 - build - wflow - INFO - Preparing LULC parameter maps.
+2023-07-27 08:04:57,020 - build - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
+2023-07-27 08:04:57,039 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:04:57,041 - build - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
+2023-07-27 08:04:57,041 - build - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:04:57,050 - build - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
+2023-07-27 08:04:57,115 - build - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,171 - build - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,227 - build - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,282 - build - landuse - INFO - Deriving RootingDepth using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,337 - build - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,392 - build - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,446 - build - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
+2023-07-27 08:04:57,509 - build - model_api - INFO - setup_laimaps.lai_fn: modis_lai
+2023-07-27 08:04:57,509 - build - wflow - INFO - Preparing LAI maps.
+2023-07-27 08:04:57,509 - build - data_catalog - INFO - DataCatalog: Getting modis_lai RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/modis_lai.nc
+2023-07-27 08:04:57,592 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:04:57,594 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
+2023-07-27 08:04:57,601 - build - landuse - INFO - Deriving LAI using average resampling (nodata=nan).
+2023-07-27 08:04:57,668 - build - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
+2023-07-27 08:04:57,668 - build - model_api - INFO - setup_soilmaps.ptf_ksatver: brakensiek
+2023-07-27 08:04:57,668 - build - wflow - INFO - Preparing soil parameter maps.
+2023-07-27 08:04:57,669 - build - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
+2023-07-27 08:04:58,244 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:04:58,256 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
+2023-07-27 08:04:58,574 - build - soilgrids - INFO - calculate and resample thetaS
+2023-07-27 08:04:58,753 - build - soilgrids - INFO - calculate and resample thetaR
+2023-07-27 08:04:58,976 - build - soilgrids - INFO - calculate and resample KsatVer
+2023-07-27 08:04:59,027 - build - soilgrids - INFO - calculate and resample pore size distribution index
+2023-07-27 08:04:59,123 - build - soilgrids - INFO - fit z - log(KsatVer) with numpy linalg regression (y = b*x) -&gt; M_
+2023-07-27 08:04:59,702 - build - soilgrids - INFO - fit zi - Ksat with curve_fit (scipy.optimize) -&gt; M
+2023-07-27 08:05:03,738 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for thetaS
+2023-07-27 08:05:03,917 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for thetaR
+2023-07-27 08:05:04,063 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for SoilThickness
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:16,785 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for SoilMinThickness
+2023-07-27 08:05:04,086 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for SoilMinThickness
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:16,803 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for c
+2023-07-27 08:05:04,108 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for c
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:17,008 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer
-2023-07-25 13:34:17,063 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_0.0cm
-2023-07-25 13:34:17,118 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_5.0cm
-2023-07-25 13:34:17,175 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_15.0cm
-2023-07-25 13:34:17,233 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_30.0cm
-2023-07-25 13:34:17,288 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_60.0cm
-2023-07-25 13:34:17,344 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_100.0cm
-2023-07-25 13:34:17,402 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_200.0cm
-2023-07-25 13:34:17,455 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_original_
+2023-07-27 08:05:04,317 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer
+2023-07-27 08:05:04,371 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_0.0cm
+2023-07-27 08:05:04,424 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_5.0cm
+2023-07-27 08:05:04,477 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_15.0cm
+2023-07-27 08:05:04,531 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_30.0cm
+2023-07-27 08:05:04,586 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_60.0cm
+2023-07-27 08:05:04,643 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_100.0cm
+2023-07-27 08:05:04,696 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for KsatVer_200.0cm
+2023-07-27 08:05:04,749 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_original_
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:17,654 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_
+2023-07-27 08:05:04,957 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:17,850 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for f_
+2023-07-27 08:05:05,149 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for f_
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:18,046 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_original
+2023-07-27 08:05:05,336 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M_original
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:18,238 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M
+2023-07-27 08:05:05,525 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for M
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:18,431 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for f
+2023-07-27 08:05:05,713 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for f
 No numerical nodata value found, skipping set_nodata
-2023-07-25 13:34:18,616 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for wflow_soil
-2023-07-25 13:34:18,747 - build - model_api - INFO - setup_outlets.river_only: True
-2023-07-25 13:34:18,747 - build - model_api - INFO - setup_outlets.toml_output: csv
-2023-07-25 13:34:18,747 - build - model_api - INFO - setup_outlets.gauge_toml_header: [&#39;Q&#39;]
-2023-07-25 13:34:18,747 - build - model_api - INFO - setup_outlets.gauge_toml_param: [&#39;lateral.river.q_av&#39;]
-2023-07-25 13:34:18,747 - build - wflow - INFO - Gauges locations set based on river outlets.
-2023-07-25 13:34:18,754 - build - wflow - INFO - Gauges map based on catchment river outlets added.
-2023-07-25 13:34:18,755 - build - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;] to csv section of toml.
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.gauges_fn: grdc
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.index_col: None
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.snap_to_river: True
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.mask: None
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.snap_uparea: False
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.max_dist: 10000.0
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.wdw: 3
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.rel_error: 0.05
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.derive_subcatch: False
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.basename: None
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.toml_output: csv
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;P&#39;]
-2023-07-25 13:34:18,755 - build - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;]
-2023-07-25 13:34:18,755 - build - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
-2023-07-25 13:34:18,758 - build - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:34:18,772 - build - wflow - INFO - 3 grdc gauge locations found within domain
-2023-07-25 13:34:19,237 - build - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;] to csv section of toml.
-2023-07-25 13:34:19,237 - build - model_api - INFO - setup_precip_forcing.precip_fn: era5
-2023-07-25 13:34:19,237 - build - model_api - INFO - setup_precip_forcing.precip_clim_fn: None
-2023-07-25 13:34:19,237 - build - model_api - INFO - setup_precip_forcing.chunksize: None
-2023-07-25 13:34:19,238 - build - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
-2023-07-25 13:34:19,257 - build - rasterdataset - DEBUG - RasterDataset: Shifting time labels with 86400 sec.
-2023-07-25 13:34:19,258 - build - rasterdataset - DEBUG - RasterDataset: Slicing time dim (&#39;2010-01-01T00:00:00&#39;, &#39;2010-03-31T00:00:00&#39;)
-2023-07-25 13:34:19,266 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:34:19,268 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.temp_pet_fn: era5
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.pet_method: debruin
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.press_correction: True
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.temp_correction: True
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.wind_correction: True
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.wind_altitude: 10
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.reproj_method: nearest_index
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.dem_forcing_fn: era5_orography
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.skip_pet: False
-2023-07-25 13:34:19,350 - build - model_api - INFO - setup_temp_pet_forcing.chunksize: None
-2023-07-25 13:34:19,351 - build - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
-2023-07-25 13:34:19,364 - build - rasterdataset - DEBUG - RasterDataset: Shifting time labels with 86400 sec.
-2023-07-25 13:34:19,366 - build - rasterdataset - DEBUG - RasterDataset: Slicing time dim (&#39;2010-01-01T00:00:00&#39;, &#39;2010-03-31T00:00:00&#39;)
-2023-07-25 13:34:19,374 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:34:19,376 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 4 variables.
-2023-07-25 13:34:19,404 - build - data_catalog - INFO - DataCatalog: Getting era5_orography RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5_orography.nc
-2023-07-25 13:34:19,419 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.625, 45.625, 12.875, 46.875] (epsg:4326))
-2023-07-25 13:34:19,420 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.dtype: float32
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.nodata: -999
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.KsatHorFrac: 100
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.Cfmax: 3.75653
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.cf_soil: 0.038
-2023-07-25 13:34:19,689 - build - model_api - INFO - setup_constant_pars.EoverR: 0.11
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.InfiltCapPath: 5
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.InfiltCapSoil: 600
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.MaxLeakage: 0
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.rootdistpar: -500
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.TT: 0
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.TTI: 2
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.TTM: 0
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.WHC: 0.1
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.G_Cfmax: 5.3
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.G_SIfrac: 0.002
-2023-07-25 13:34:19,690 - build - model_api - INFO - setup_constant_pars.G_TT: 1.3
-2023-07-25 13:34:19,725 - build - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full
-2023-07-25 13:34:19,740 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/wflow_sbm.toml
-2023-07-25 13:34:19,828 - build - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/staticmaps.nc
-2023-07-25 13:34:20,139 - build - wflow - INFO - Writing model staticgeom to file.
-2023-07-25 13:34:20,296 - build - wflow - INFO - Write forcing file
-2023-07-25 13:34:20,304 - build - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-15 00:00:00 in the toml.
-2023-07-25 13:34:20,304 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/wflow_sbm.toml
-2023-07-25 13:34:20,319 - build - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/inmaps-era5-2010.nc
-[########################################] | 100% Completed | 102.77 ms
+2023-07-27 08:05:05,899 - build - soilgrids - DEBUG - Interpolate nodata (NaN) values for wflow_soil
+2023-07-27 08:05:06,031 - build - model_api - INFO - setup_outlets.river_only: True
+2023-07-27 08:05:06,031 - build - model_api - INFO - setup_outlets.toml_output: csv
+2023-07-27 08:05:06,031 - build - model_api - INFO - setup_outlets.gauge_toml_header: [&#39;Q&#39;]
+2023-07-27 08:05:06,031 - build - model_api - INFO - setup_outlets.gauge_toml_param: [&#39;lateral.river.q_av&#39;]
+2023-07-27 08:05:06,031 - build - wflow - INFO - Gauges locations set based on river outlets.
+2023-07-27 08:05:06,038 - build - wflow - INFO - Gauges map based on catchment river outlets added.
+2023-07-27 08:05:06,039 - build - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;] to csv section of toml.
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.gauges_fn: grdc
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.index_col: None
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.snap_to_river: True
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.mask: None
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.snap_uparea: False
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.max_dist: 10000.0
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.wdw: 3
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.rel_error: 0.05
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.derive_subcatch: False
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.basename: None
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.toml_output: csv
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;P&#39;]
+2023-07-27 08:05:06,039 - build - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;]
+2023-07-27 08:05:06,039 - build - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
+2023-07-27 08:05:06,044 - build - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:05:06,058 - build - wflow - INFO - 3 grdc gauge locations found within domain
+2023-07-27 08:05:06,525 - build - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;] to csv section of toml.
+2023-07-27 08:05:06,526 - build - model_api - INFO - setup_precip_forcing.precip_fn: era5
+2023-07-27 08:05:06,526 - build - model_api - INFO - setup_precip_forcing.precip_clim_fn: None
+2023-07-27 08:05:06,526 - build - model_api - INFO - setup_precip_forcing.chunksize: None
+2023-07-27 08:05:06,526 - build - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
+2023-07-27 08:05:06,543 - build - rasterdataset - DEBUG - RasterDataset: Shifting time labels with 86400 sec.
+2023-07-27 08:05:06,545 - build - rasterdataset - DEBUG - RasterDataset: Slicing time dim (&#39;2010-01-01T00:00:00&#39;, &#39;2010-03-31T00:00:00&#39;)
+2023-07-27 08:05:06,553 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:06,554 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.temp_pet_fn: era5
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.pet_method: debruin
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.press_correction: True
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.temp_correction: True
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.wind_correction: True
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.wind_altitude: 10
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.reproj_method: nearest_index
+2023-07-27 08:05:06,639 - build - model_api - INFO - setup_temp_pet_forcing.dem_forcing_fn: era5_orography
+2023-07-27 08:05:06,640 - build - model_api - INFO - setup_temp_pet_forcing.skip_pet: False
+2023-07-27 08:05:06,640 - build - model_api - INFO - setup_temp_pet_forcing.chunksize: None
+2023-07-27 08:05:06,640 - build - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
+2023-07-27 08:05:06,654 - build - rasterdataset - DEBUG - RasterDataset: Shifting time labels with 86400 sec.
+2023-07-27 08:05:06,656 - build - rasterdataset - DEBUG - RasterDataset: Slicing time dim (&#39;2010-01-01T00:00:00&#39;, &#39;2010-03-31T00:00:00&#39;)
+2023-07-27 08:05:06,664 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:06,666 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 4 variables.
+2023-07-27 08:05:06,695 - build - data_catalog - INFO - DataCatalog: Getting era5_orography RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5_orography.nc
+2023-07-27 08:05:06,710 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.625, 45.625, 12.875, 46.875] (epsg:4326))
+2023-07-27 08:05:06,711 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
+2023-07-27 08:05:06,982 - build - model_api - INFO - setup_constant_pars.dtype: float32
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.nodata: -999
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.KsatHorFrac: 100
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.Cfmax: 3.75653
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.cf_soil: 0.038
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.EoverR: 0.11
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.InfiltCapPath: 5
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.InfiltCapSoil: 600
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.MaxLeakage: 0
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.rootdistpar: -500
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.TT: 0
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.TTI: 2
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.TTM: 0
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.WHC: 0.1
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.G_Cfmax: 5.3
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.G_SIfrac: 0.002
+2023-07-27 08:05:06,983 - build - model_api - INFO - setup_constant_pars.G_TT: 1.3
+2023-07-27 08:05:07,019 - build - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full
+2023-07-27 08:05:07,034 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/wflow_sbm.toml
+2023-07-27 08:05:07,122 - build - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/staticmaps.nc
+2023-07-27 08:05:07,432 - build - wflow - INFO - Writing model staticgeom to file.
+2023-07-27 08:05:07,586 - build - wflow - INFO - Write forcing file
+2023-07-27 08:05:07,594 - build - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-15 00:00:00 in the toml.
+2023-07-27 08:05:07,594 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/wflow_sbm.toml
+2023-07-27 08:05:07,608 - build - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_full/inmaps-era5-2010.nc
+[########################################] | 100% Completed | 102.62 ms
 malloc(): unsorted double linked list corrupted
 Aborted (core dumped)
 </pre></div></div>
diff --git a/dev/_examples/build_sediment.html b/dev/_examples/build_sediment.html
index a2684217..e26056ad 100644
--- a/dev/_examples/build_sediment.html
+++ b/dev/_examples/build_sediment.html
@@ -663,154 +663,154 @@ <h2>Setup Wflow Sediment model from scratch<a class="headerlink" href="#Setup-Wf
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:34:53,450 - build - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/hydromt.log.
-2023-07-25 13:34:53,450 - build - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:34:53,450 - build - main - INFO - Building instance of wflow_sediment model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment.
-2023-07-25 13:34:53,450 - build - main - INFO - User settings:
-2023-07-25 13:34:53,531 - build - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
-2023-07-25 13:34:53,531 - build - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
-2023-07-25 13:34:53,607 - build - model_api - INFO - Initializing wflow_sediment model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:34:53,607 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:34:53,620 - build - model_api - DEBUG - Setting model config options.
-2023-07-25 13:34:53,622 - build - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/wflow_sediment.toml
-2023-07-25 13:34:53,622 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
-2023-07-25 13:34:53,622 - build - model_api - INFO - setup_basemaps.res: 0.00833
-2023-07-25 13:34:53,623 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
-2023-07-25 13:34:53,623 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
-2023-07-25 13:34:53,623 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
-2023-07-25 13:34:53,623 - build - wflow - INFO - Preparing base hydrography basemaps.
-2023-07-25 13:34:53,623 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
-2023-07-25 13:34:53,764 - build - basin_mask - DEBUG - Parsed region (kind=subbasin): {&#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7], &#39;xy&#39;: [12.2051, 45.8331]}
-2023-07-25 13:34:57,905 - build - basin_mask - INFO - subbasin bbox: [11.7750, 45.8042, 12.7450, 46.6900]
-2023-07-25 13:34:58,008 - build - wflow - DEBUG - Adding basins vector to staticgeoms.
-2023-07-25 13:34:58,008 - build - basemaps - DEBUG - Mask in dataset assumed to represent subbasins.
-2023-07-25 13:34:58,009 - build - basemaps - DEBUG - (Sub)basin at original resolution has 664756 cells.
-2023-07-25 13:34:58,101 - build - basemaps - DEBUG - Burn subbasin outlet in upstream area data.
-2023-07-25 13:34:58,146 - build - basemaps - INFO - Upscale flow direction data: 10x, ihu method.
-2023-07-25 13:35:15,298 - build - basemaps - DEBUG - Derive stream order.
-2023-07-25 13:35:15,512 - build - basemaps - DEBUG - Map shape: (106, 116); active cells: 6637.
-2023-07-25 13:35:15,512 - build - basemaps - DEBUG - Outlet coordinates (1/1): (12.20750,45.83583).
-2023-07-25 13:35:15,612 - build - wflow - DEBUG - Adding region vector to staticgeoms.
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.args: ()
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.hydrography_fn: merit_hydro
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.river_geom_fn: rivers_lin2019_v1
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.river_upa: 30
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.rivdph_method: powlaw
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.min_rivdph: 1
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.min_rivwth: 30
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.slope_len: 2000
-2023-07-25 13:35:15,617 - build - model_api - INFO - setup_rivers.smooth_len: 5000
-2023-07-25 13:35:15,617 - build - wflow - INFO - Preparing river maps.
-2023-07-25 13:35:15,618 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
-2023-07-25 13:35:15,742 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:35:15,758 - build - river - DEBUG - Set river mask (min uparea: 30 km2) and prepare flow dirs.
-2023-07-25 13:35:15,912 - build - river - DEBUG - Derive river length.
-2023-07-25 13:35:22,850 - build - river - DEBUG - Derive river slope.
-2023-07-25 13:35:23,578 - build - river - DEBUG - Derive rivwth from hydrography dataset.
-2023-07-25 13:35:23,589 - build - data_catalog - INFO - DataCatalog: Getting roughness_river_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/N_river_mapping.csv
-2023-07-25 13:35:23,590 - build - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:35:23,598 - build - landuse - INFO - Deriving N_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:23,609 - build - data_catalog - INFO - DataCatalog: Getting rivers_lin2019_v1 GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rivers_lin2019_v1.gpkg
-2023-07-25 13:35:23,610 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.778, 45.807, 12.745, 46.690].
-2023-07-25 13:35:23,879 - build - river - DEBUG - Derive [&#39;rivwth&#39;, &#39;qbankfull&#39;] from shapefile.
-2023-07-25 13:35:23,966 - build - river - DEBUG - Valid for 381/655 river cells (max dist: 392 m).
-2023-07-25 13:35:27,572 - build - wflow - DEBUG - Adding rivers vector to staticgeoms.
-2023-07-25 13:35:28,419 - build - model_api - INFO - setup_reservoirs.reservoirs_fn: hydro_reservoirs
-2023-07-25 13:35:28,419 - build - model_api - INFO - setup_reservoirs.timeseries_fn: gww
-2023-07-25 13:35:28,419 - build - model_api - INFO - setup_reservoirs.min_area: 1.0
-2023-07-25 13:35:28,419 - build - wflow - INFO - Preparing reservoir maps.
-2023-07-25 13:35:28,419 - build - data_catalog - INFO - DataCatalog: Getting hydro_reservoirs GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_reservoirs.gpkg
-2023-07-25 13:35:28,422 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:35:28,455 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 5 columns.
-2023-07-25 13:35:28,460 - build - wflow - WARNING - No reservoirs of sufficient size found within region! Skipping reservoir procedures!
-2023-07-25 13:35:28,460 - build - model_api - INFO - setup_lakes.lakes_fn: hydro_lakes
-2023-07-25 13:35:28,461 - build - model_api - INFO - setup_lakes.min_area: 1.0
-2023-07-25 13:35:28,461 - build - wflow - INFO - Preparing lake maps.
-2023-07-25 13:35:28,461 - build - data_catalog - INFO - DataCatalog: Getting hydro_lakes GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_lakes.gpkg
-2023-07-25 13:35:28,463 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:35:28,488 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 1 columns.
-2023-07-25 13:35:28,491 - build - wflow - INFO - 1 lake(s) of sufficient size found within region.
-2023-07-25 13:35:28,501 - build - waterbodies - DEBUG - Setting lake outlet map based maximum upstream area.
-2023-07-25 13:35:28,515 - build - wflow - INFO - No rating curve data provided. Using default storage/outflow function parameters.
-2023-07-25 13:35:28,581 - build - model_api - INFO - setup_riverbedsed.bedsed_mapping_fn: None
-2023-07-25 13:35:28,581 - build - wflow_sediment - INFO - Preparing riverbedsed parameter maps.
-2023-07-25 13:35:28,581 - build - data_catalog - INFO - DataCatalog: Getting riverbedsed_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/riverbedsed_mapping.csv
-2023-07-25 13:35:28,582 - build - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:35:28,589 - build - landuse - INFO - Deriving D50_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,600 - build - landuse - INFO - Deriving ClayF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,610 - build - landuse - INFO - Deriving SiltF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,620 - build - landuse - INFO - Deriving SandF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,630 - build - landuse - INFO - Deriving GravelF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,646 - build - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
-2023-07-25 13:35:28,646 - build - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
-2023-07-25 13:35:28,646 - build - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Cov_River&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;USLE_C&#39;, &#39;WaterFrac&#39;]
-2023-07-25 13:35:28,646 - build - wflow - INFO - Preparing LULC parameter maps.
-2023-07-25 13:35:28,646 - build - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
-2023-07-25 13:35:28,665 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:35:28,666 - build - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
-2023-07-25 13:35:28,667 - build - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:35:28,675 - build - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
-2023-07-25 13:35:28,739 - build - landuse - INFO - Deriving Cov_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,793 - build - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,848 - build - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,904 - build - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
-2023-07-25 13:35:28,960 - build - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
-2023-07-25 13:35:29,017 - build - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
-2023-07-25 13:35:29,074 - build - landuse - INFO - Deriving USLE_C using average resampling (nodata=-999.0).
-2023-07-25 13:35:29,132 - build - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
-2023-07-25 13:35:29,199 - build - model_api - INFO - setup_laimaps.lai_fn: modis_lai
-2023-07-25 13:35:29,199 - build - wflow - INFO - Preparing LAI maps.
-2023-07-25 13:35:29,200 - build - data_catalog - INFO - DataCatalog: Getting modis_lai RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/modis_lai.nc
-2023-07-25 13:35:29,282 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:35:29,284 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
-2023-07-25 13:35:29,291 - build - landuse - INFO - Deriving LAI using average resampling (nodata=nan).
-2023-07-25 13:35:29,357 - build - model_api - INFO - setup_canopymaps.canopy_fn: simard
-2023-07-25 13:35:29,357 - build - wflow_sediment - INFO - Preparing canopy height map.
-2023-07-25 13:35:29,357 - build - data_catalog - INFO - DataCatalog: Getting simard RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/simard.tif
-2023-07-25 13:35:29,375 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:35:29,426 - build - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
-2023-07-25 13:35:29,426 - build - model_api - INFO - setup_soilmaps.usleK_method: renard
-2023-07-25 13:35:29,426 - build - wflow_sediment - INFO - Preparing soil parameter maps.
-2023-07-25 13:35:29,427 - build - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
-2023-07-25 13:35:30,268 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
-2023-07-25 13:35:30,281 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
-2023-07-25 13:35:30,815 - build - soilgrids - INFO - Interpolate NAN values for PercentClay
-2023-07-25 13:35:30,847 - build - soilgrids - INFO - Interpolate NAN values for PercentSilt
-2023-07-25 13:35:30,871 - build - soilgrids - INFO - Interpolate NAN values for PercentOC
-2023-07-25 13:35:30,903 - build - soilgrids - INFO - Interpolate NAN values for ErosK
-2023-07-25 13:35:30,931 - build - soilgrids - INFO - Interpolate NAN values for USLE_K
-2023-07-25 13:35:30,942 - build - model_api - INFO - setup_outlets.river_only: True
-2023-07-25 13:35:30,942 - build - model_api - INFO - setup_outlets.toml_output: csv
-2023-07-25 13:35:30,942 - build - model_api - INFO - setup_outlets.gauge_toml_header: [&#39;TSS&#39;]
-2023-07-25 13:35:30,942 - build - model_api - INFO - setup_outlets.gauge_toml_param: [&#39;lateral.river.SSconc&#39;]
-2023-07-25 13:35:30,942 - build - wflow - INFO - Gauges locations set based on river outlets.
-2023-07-25 13:35:30,949 - build - wflow - INFO - Gauges map based on catchment river outlets added.
-2023-07-25 13:35:30,949 - build - wflow - INFO - Adding [&#39;lateral.river.SSconc&#39;] to csv section of toml.
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.gauges_fn: grdc
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.source_gdf: None
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.snap_to_river: True
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.mask: None
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.derive_subcatch: False
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.basename: None
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.toml_output: csv
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;TSS&#39;]
-2023-07-25 13:35:30,949 - build - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;]
-2023-07-25 13:35:30,949 - build - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
-2023-07-25 13:35:30,952 - build - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:35:30,967 - build - wflow - INFO - 3 grdc gauge locations found within domain
-2023-07-25 13:35:31,435 - build - wflow - INFO - Adding [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;] to csv section of toml.
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.dtype: float32
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.nodata: -999
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.c_Bagnold: 1.75e-05
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.eros_expo: 1.5
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.eros_ov: 0.9
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.eros_spl_EUROSEM: 2.0
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.exp_Bagnold: 1.4
-2023-07-25 13:35:31,435 - build - model_api - INFO - setup_constant_pars.ResTrapEff: 1.0
-2023-07-25 13:35:31,449 - build - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment
-2023-07-25 13:35:31,462 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/wflow_sediment.toml
-2023-07-25 13:35:31,537 - build - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/staticmaps.nc
-2023-07-25 13:35:31,816 - build - wflow - INFO - Writing model staticgeom to file.
+2023-07-27 08:05:20,111 - build - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/hydromt.log.
+2023-07-27 08:05:20,111 - build - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:05:20,111 - build - main - INFO - Building instance of wflow_sediment model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment.
+2023-07-27 08:05:20,111 - build - main - INFO - User settings:
+2023-07-27 08:05:20,178 - build - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:05:20,178 - build - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:05:20,254 - build - model_api - INFO - Initializing wflow_sediment model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:05:20,254 - build - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:05:20,267 - build - model_api - DEBUG - Setting model config options.
+2023-07-27 08:05:20,269 - build - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/wflow_sediment.toml
+2023-07-27 08:05:20,269 - build - model_api - INFO - setup_basemaps.region: {&#39;subbasin&#39;: [12.2051, 45.8331], &#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7]}
+2023-07-27 08:05:20,269 - build - model_api - INFO - setup_basemaps.res: 0.00833
+2023-07-27 08:05:20,269 - build - model_api - INFO - setup_basemaps.hydrography_fn: merit_hydro
+2023-07-27 08:05:20,269 - build - model_api - INFO - setup_basemaps.basin_index_fn: merit_hydro_index
+2023-07-27 08:05:20,270 - build - model_api - INFO - setup_basemaps.upscale_method: ihu
+2023-07-27 08:05:20,270 - build - wflow - INFO - Preparing base hydrography basemaps.
+2023-07-27 08:05:20,270 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
+2023-07-27 08:05:20,412 - build - basin_mask - DEBUG - Parsed region (kind=subbasin): {&#39;strord&#39;: 4, &#39;bounds&#39;: [11.7, 45.35, 12.95, 46.7], &#39;xy&#39;: [12.2051, 45.8331]}
+2023-07-27 08:05:24,547 - build - basin_mask - INFO - subbasin bbox: [11.7750, 45.8042, 12.7450, 46.6900]
+2023-07-27 08:05:24,649 - build - wflow - DEBUG - Adding basins vector to staticgeoms.
+2023-07-27 08:05:24,649 - build - basemaps - DEBUG - Mask in dataset assumed to represent subbasins.
+2023-07-27 08:05:24,650 - build - basemaps - DEBUG - (Sub)basin at original resolution has 664756 cells.
+2023-07-27 08:05:24,742 - build - basemaps - DEBUG - Burn subbasin outlet in upstream area data.
+2023-07-27 08:05:24,787 - build - basemaps - INFO - Upscale flow direction data: 10x, ihu method.
+2023-07-27 08:05:41,811 - build - basemaps - DEBUG - Derive stream order.
+2023-07-27 08:05:42,289 - build - basemaps - DEBUG - Map shape: (106, 116); active cells: 6637.
+2023-07-27 08:05:42,290 - build - basemaps - DEBUG - Outlet coordinates (1/1): (12.20750,45.83583).
+2023-07-27 08:05:42,393 - build - wflow - DEBUG - Adding region vector to staticgeoms.
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.args: ()
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.hydrography_fn: merit_hydro
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.river_geom_fn: rivers_lin2019_v1
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.river_upa: 30
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.rivdph_method: powlaw
+2023-07-27 08:05:42,398 - build - model_api - INFO - setup_rivers.min_rivdph: 1
+2023-07-27 08:05:42,399 - build - model_api - INFO - setup_rivers.min_rivwth: 30
+2023-07-27 08:05:42,399 - build - model_api - INFO - setup_rivers.slope_len: 2000
+2023-07-27 08:05:42,399 - build - model_api - INFO - setup_rivers.smooth_len: 5000
+2023-07-27 08:05:42,399 - build - wflow - INFO - Preparing river maps.
+2023-07-27 08:05:42,399 - build - data_catalog - INFO - DataCatalog: Getting merit_hydro RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/merit_hydro/{variable}.tif
+2023-07-27 08:05:42,530 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:42,547 - build - river - DEBUG - Set river mask (min uparea: 30 km2) and prepare flow dirs.
+2023-07-27 08:05:42,702 - build - river - DEBUG - Derive river length.
+2023-07-27 08:05:49,155 - build - river - DEBUG - Derive river slope.
+2023-07-27 08:05:49,863 - build - river - DEBUG - Derive rivwth from hydrography dataset.
+2023-07-27 08:05:49,883 - build - data_catalog - INFO - DataCatalog: Getting roughness_river_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow/N_river_mapping.csv
+2023-07-27 08:05:49,883 - build - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:05:49,891 - build - landuse - INFO - Deriving N_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:49,903 - build - data_catalog - INFO - DataCatalog: Getting rivers_lin2019_v1 GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/rivers_lin2019_v1.gpkg
+2023-07-27 08:05:49,904 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.778, 45.807, 12.745, 46.690].
+2023-07-27 08:05:50,166 - build - river - DEBUG - Derive [&#39;rivwth&#39;, &#39;qbankfull&#39;] from shapefile.
+2023-07-27 08:05:50,253 - build - river - DEBUG - Valid for 381/655 river cells (max dist: 392 m).
+2023-07-27 08:05:53,776 - build - wflow - DEBUG - Adding rivers vector to staticgeoms.
+2023-07-27 08:05:54,839 - build - model_api - INFO - setup_reservoirs.reservoirs_fn: hydro_reservoirs
+2023-07-27 08:05:54,839 - build - model_api - INFO - setup_reservoirs.timeseries_fn: gww
+2023-07-27 08:05:54,839 - build - model_api - INFO - setup_reservoirs.min_area: 1.0
+2023-07-27 08:05:54,839 - build - wflow - INFO - Preparing reservoir maps.
+2023-07-27 08:05:54,839 - build - data_catalog - INFO - DataCatalog: Getting hydro_reservoirs GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_reservoirs.gpkg
+2023-07-27 08:05:54,842 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:05:54,877 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 5 columns.
+2023-07-27 08:05:54,882 - build - wflow - WARNING - No reservoirs of sufficient size found within region! Skipping reservoir procedures!
+2023-07-27 08:05:54,883 - build - model_api - INFO - setup_lakes.lakes_fn: hydro_lakes
+2023-07-27 08:05:54,883 - build - model_api - INFO - setup_lakes.min_area: 1.0
+2023-07-27 08:05:54,883 - build - wflow - INFO - Preparing lake maps.
+2023-07-27 08:05:54,883 - build - data_catalog - INFO - DataCatalog: Getting hydro_lakes GeoDataFrame vector data from /home/runner/.hydromt_data/artifact_data/v0.0.8/hydro_lakes.gpkg
+2023-07-27 08:05:54,885 - build - geodataframe - INFO - GeoDataFrame: Read vector data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:05:54,910 - build - geodataframe - DEBUG - GeoDataFrame: Convert units for 1 columns.
+2023-07-27 08:05:54,913 - build - wflow - INFO - 1 lake(s) of sufficient size found within region.
+2023-07-27 08:05:54,923 - build - waterbodies - DEBUG - Setting lake outlet map based maximum upstream area.
+2023-07-27 08:05:54,937 - build - wflow - INFO - No rating curve data provided. Using default storage/outflow function parameters.
+2023-07-27 08:05:55,001 - build - model_api - INFO - setup_riverbedsed.bedsed_mapping_fn: None
+2023-07-27 08:05:55,001 - build - wflow_sediment - INFO - Preparing riverbedsed parameter maps.
+2023-07-27 08:05:55,001 - build - data_catalog - INFO - DataCatalog: Getting riverbedsed_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/riverbedsed_mapping.csv
+2023-07-27 08:05:55,002 - build - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:05:55,009 - build - landuse - INFO - Deriving D50_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,019 - build - landuse - INFO - Deriving ClayF_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,029 - build - landuse - INFO - Deriving SiltF_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,040 - build - landuse - INFO - Deriving SandF_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,050 - build - landuse - INFO - Deriving GravelF_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,065 - build - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
+2023-07-27 08:05:55,065 - build - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
+2023-07-27 08:05:55,065 - build - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Cov_River&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;USLE_C&#39;, &#39;WaterFrac&#39;]
+2023-07-27 08:05:55,065 - build - wflow - INFO - Preparing LULC parameter maps.
+2023-07-27 08:05:55,066 - build - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
+2023-07-27 08:05:55,084 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:55,086 - build - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
+2023-07-27 08:05:55,086 - build - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:05:55,096 - build - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
+2023-07-27 08:05:55,161 - build - landuse - INFO - Deriving Cov_River using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,216 - build - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,272 - build - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,327 - build - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,382 - build - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,436 - build - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,490 - build - landuse - INFO - Deriving USLE_C using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,545 - build - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
+2023-07-27 08:05:55,608 - build - model_api - INFO - setup_laimaps.lai_fn: modis_lai
+2023-07-27 08:05:55,609 - build - wflow - INFO - Preparing LAI maps.
+2023-07-27 08:05:55,609 - build - data_catalog - INFO - DataCatalog: Getting modis_lai RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/modis_lai.nc
+2023-07-27 08:05:55,690 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:55,692 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 1 variables.
+2023-07-27 08:05:55,699 - build - landuse - INFO - Deriving LAI using average resampling (nodata=nan).
+2023-07-27 08:05:55,766 - build - model_api - INFO - setup_canopymaps.canopy_fn: simard
+2023-07-27 08:05:55,766 - build - wflow_sediment - INFO - Preparing canopy height map.
+2023-07-27 08:05:55,767 - build - data_catalog - INFO - DataCatalog: Getting simard RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/simard.tif
+2023-07-27 08:05:55,784 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:55,834 - build - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
+2023-07-27 08:05:55,834 - build - model_api - INFO - setup_soilmaps.usleK_method: renard
+2023-07-27 08:05:55,835 - build - wflow_sediment - INFO - Preparing soil parameter maps.
+2023-07-27 08:05:55,835 - build - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
+2023-07-27 08:05:56,412 - build - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.778, 45.807, 12.745, 46.690] (epsg:4326))
+2023-07-27 08:05:56,424 - build - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
+2023-07-27 08:05:56,941 - build - soilgrids - INFO - Interpolate NAN values for PercentClay
+2023-07-27 08:05:56,963 - build - soilgrids - INFO - Interpolate NAN values for PercentSilt
+2023-07-27 08:05:56,998 - build - soilgrids - INFO - Interpolate NAN values for PercentOC
+2023-07-27 08:05:57,031 - build - soilgrids - INFO - Interpolate NAN values for ErosK
+2023-07-27 08:05:57,059 - build - soilgrids - INFO - Interpolate NAN values for USLE_K
+2023-07-27 08:05:57,069 - build - model_api - INFO - setup_outlets.river_only: True
+2023-07-27 08:05:57,069 - build - model_api - INFO - setup_outlets.toml_output: csv
+2023-07-27 08:05:57,069 - build - model_api - INFO - setup_outlets.gauge_toml_header: [&#39;TSS&#39;]
+2023-07-27 08:05:57,069 - build - model_api - INFO - setup_outlets.gauge_toml_param: [&#39;lateral.river.SSconc&#39;]
+2023-07-27 08:05:57,069 - build - wflow - INFO - Gauges locations set based on river outlets.
+2023-07-27 08:05:57,076 - build - wflow - INFO - Gauges map based on catchment river outlets added.
+2023-07-27 08:05:57,076 - build - wflow - INFO - Adding [&#39;lateral.river.SSconc&#39;] to csv section of toml.
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.gauges_fn: grdc
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.source_gdf: None
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.snap_to_river: True
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.mask: None
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.derive_subcatch: False
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.basename: None
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.toml_output: csv
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;TSS&#39;]
+2023-07-27 08:05:57,076 - build - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;]
+2023-07-27 08:05:57,076 - build - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
+2023-07-27 08:05:57,080 - build - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:05:57,094 - build - wflow - INFO - 3 grdc gauge locations found within domain
+2023-07-27 08:05:57,553 - build - wflow - INFO - Adding [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;] to csv section of toml.
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.dtype: float32
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.nodata: -999
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.c_Bagnold: 1.75e-05
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.eros_expo: 1.5
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.eros_ov: 0.9
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.eros_spl_EUROSEM: 2.0
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.exp_Bagnold: 1.4
+2023-07-27 08:05:57,553 - build - model_api - INFO - setup_constant_pars.ResTrapEff: 1.0
+2023-07-27 08:05:57,567 - build - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment
+2023-07-27 08:05:57,580 - build - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/wflow_sediment.toml
+2023-07-27 08:05:57,654 - build - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_sediment/staticmaps.nc
+2023-07-27 08:05:57,926 - build - wflow - INFO - Writing model staticgeom to file.
 malloc(): unsorted double linked list corrupted
 Aborted (core dumped)
 </pre></div></div>
@@ -941,111 +941,111 @@ <h2>Add Wflow Sediment layers to an existing Wflow model<a class="headerlink" hr
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:35:35,570 - update - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/hydromt.log.
-2023-07-25 13:35:35,570 - update - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:35:35,571 - update - main - INFO - Updating wflow_sediment model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
-2023-07-25 13:35:35,571 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment
-2023-07-25 13:35:35,571 - update - main - INFO - User settings:
-2023-07-25 13:35:35,645 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
-2023-07-25 13:35:35,645 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
-2023-07-25 13:35:35,722 - update - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/hydromt.log.
-2023-07-25 13:35:35,722 - update - model_api - INFO - Initializing wflow_sediment model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:35:35,722 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:35:35,735 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:35,735 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:35,735 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:35,735 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
-2023-07-25 13:35:35,859 - update - wflow - INFO - Reading model intbl files.
-2023-07-25 13:35:35,859 - update - wflow - INFO - Reading model table files.
-2023-07-25 13:35:35,859 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:35,860 - update - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:35:36,003 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:36,003 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
-2023-07-25 13:35:36,003 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
-2023-07-25 13:35:36,020 - update - wflow - INFO - Model read
-2023-07-25 13:35:36,020 - update - log - DEBUG - Appending log messages to file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/hydromt.log.
-2023-07-25 13:35:36,025 - update - model_api - INFO - setup_riverbedsed.bedsed_mapping_fn: None
-2023-07-25 13:35:36,026 - update - wflow_sediment - INFO - Preparing riverbedsed parameter maps.
-2023-07-25 13:35:36,026 - update - data_catalog - INFO - DataCatalog: Getting riverbedsed_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/riverbedsed_mapping.csv
-2023-07-25 13:35:36,026 - update - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:35:36,035 - update - landuse - INFO - Deriving D50_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,044 - update - landuse - INFO - Deriving ClayF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,054 - update - landuse - INFO - Deriving SiltF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,064 - update - landuse - INFO - Deriving SandF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,074 - update - landuse - INFO - Deriving GravelF_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,093 - update - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
-2023-07-25 13:35:36,093 - update - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
-2023-07-25 13:35:36,093 - update - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Cov_River&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;USLE_C&#39;, &#39;WaterFrac&#39;]
-2023-07-25 13:35:36,093 - update - wflow - INFO - Preparing LULC parameter maps.
-2023-07-25 13:35:36,098 - update - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
-2023-07-25 13:35:36,118 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
-2023-07-25 13:35:36,120 - update - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
-2023-07-25 13:35:36,120 - update - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:35:36,394 - update - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
-2023-07-25 13:35:36,459 - update - landuse - INFO - Deriving Cov_River using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,515 - update - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,570 - update - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,625 - update - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,680 - update - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,735 - update - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,791 - update - landuse - INFO - Deriving USLE_C using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,846 - update - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
-2023-07-25 13:35:36,901 - update - model_api - WARNING - Replacing staticmap: wflow_landuse
-2023-07-25 13:35:36,905 - update - model_api - WARNING - Replacing staticmap: Kext
-2023-07-25 13:35:36,907 - update - model_api - WARNING - Replacing staticmap: N
-2023-07-25 13:35:36,908 - update - model_api - WARNING - Replacing staticmap: PathFrac
-2023-07-25 13:35:36,910 - update - model_api - WARNING - Replacing staticmap: Sl
-2023-07-25 13:35:36,912 - update - model_api - WARNING - Replacing staticmap: Swood
-2023-07-25 13:35:36,916 - update - model_api - WARNING - Replacing staticmap: WaterFrac
-2023-07-25 13:35:36,918 - update - model_api - INFO - setup_canopymaps.canopy_fn: simard
-2023-07-25 13:35:36,918 - update - wflow_sediment - INFO - Preparing canopy height map.
-2023-07-25 13:35:36,922 - update - data_catalog - INFO - DataCatalog: Getting simard RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/simard.tif
-2023-07-25 13:35:36,940 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
-2023-07-25 13:35:36,996 - update - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
-2023-07-25 13:35:36,996 - update - model_api - INFO - setup_soilmaps.usleK_method: renard
-2023-07-25 13:35:36,996 - update - wflow_sediment - INFO - Preparing soil parameter maps.
-2023-07-25 13:35:37,001 - update - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
-2023-07-25 13:35:37,577 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
-2023-07-25 13:35:37,589 - update - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
-2023-07-25 13:35:38,101 - update - soilgrids - INFO - Interpolate NAN values for PercentClay
-2023-07-25 13:35:38,121 - update - soilgrids - INFO - Interpolate NAN values for PercentSilt
-2023-07-25 13:35:38,141 - update - soilgrids - INFO - Interpolate NAN values for PercentOC
-2023-07-25 13:35:38,181 - update - soilgrids - INFO - Interpolate NAN values for ErosK
-2023-07-25 13:35:38,208 - update - soilgrids - INFO - Interpolate NAN values for USLE_K
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.gauges_fn: grdc
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.source_gdf: None
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.snap_to_river: True
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.mask: None
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.derive_subcatch: False
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.basename: None
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.toml_output: csv
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;TSS&#39;]
-2023-07-25 13:35:38,220 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;]
-2023-07-25 13:35:38,220 - update - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
-2023-07-25 13:35:38,224 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:35:38,239 - update - wflow - INFO - 3 grdc gauge locations found within domain
-2023-07-25 13:35:40,358 - update - model_api - WARNING - Replacing staticmap: wflow_gauges_grdc
-2023-07-25 13:35:40,372 - update - model_api - WARNING - Replacing geom: gauges_grdc
-2023-07-25 13:35:40,372 - update - wflow - INFO - Adding [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;] to csv section of toml.
-2023-07-25 13:35:40,375 - update - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/wflow_sediment.toml
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.dtype: float32
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.nodata: -999
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.c_Bagnold: 1.75e-05
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.eros_expo: 1.5
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.eros_ov: 0.9
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.eros_spl_EUROSEM: 2.0
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.exp_Bagnold: 1.4
-2023-07-25 13:35:40,375 - update - model_api - INFO - setup_constant_pars.ResTrapEff: 1.0
-2023-07-25 13:35:40,392 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment
-2023-07-25 13:35:40,400 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/wflow_sediment.toml
-2023-07-25 13:35:40,537 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/staticmaps.nc
-2023-07-25 13:35:40,897 - update - wflow - INFO - Writing model staticgeom to file.
-2023-07-25 13:35:41,106 - update - wflow - INFO - Write forcing file
-2023-07-25 13:35:41,113 - update - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-10 00:00:00 in the toml.
-2023-07-25 13:35:41,113 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/wflow_sediment.toml
-2023-07-25 13:35:41,127 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/inmaps.nc
-[########################################] | 100% Completed | 101.45 ms
-malloc(): mismatching next-&gt;prev_size (unsorted)
+2023-07-27 08:06:01,569 - update - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/hydromt.log.
+2023-07-27 08:06:01,570 - update - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:06:01,570 - update - main - INFO - Updating wflow_sediment model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
+2023-07-27 08:06:01,570 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment
+2023-07-27 08:06:01,570 - update - main - INFO - User settings:
+2023-07-27 08:06:01,637 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:06:01,638 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:06:01,718 - update - log - DEBUG - Writing log messages to new file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/hydromt.log.
+2023-07-27 08:06:01,719 - update - model_api - INFO - Initializing wflow_sediment model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:06:01,719 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:06:01,734 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:01,735 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:01,735 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:01,735 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
+2023-07-27 08:06:01,864 - update - wflow - INFO - Reading model intbl files.
+2023-07-27 08:06:01,864 - update - wflow - INFO - Reading model table files.
+2023-07-27 08:06:01,864 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:01,865 - update - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:06:02,016 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:02,016 - update - model_api - ERROR - Model config file not found at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/wflow_sediment.toml
+2023-07-27 08:06:02,016 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
+2023-07-27 08:06:02,032 - update - wflow - INFO - Model read
+2023-07-27 08:06:02,033 - update - log - DEBUG - Appending log messages to file /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/hydromt.log.
+2023-07-27 08:06:02,038 - update - model_api - INFO - setup_riverbedsed.bedsed_mapping_fn: None
+2023-07-27 08:06:02,038 - update - wflow_sediment - INFO - Preparing riverbedsed parameter maps.
+2023-07-27 08:06:02,038 - update - data_catalog - INFO - DataCatalog: Getting riverbedsed_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/riverbedsed_mapping.csv
+2023-07-27 08:06:02,038 - update - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:06:02,047 - update - landuse - INFO - Deriving D50_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,056 - update - landuse - INFO - Deriving ClayF_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,066 - update - landuse - INFO - Deriving SiltF_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,076 - update - landuse - INFO - Deriving SandF_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,085 - update - landuse - INFO - Deriving GravelF_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,104 - update - model_api - INFO - setup_lulcmaps.lulc_fn: globcover
+2023-07-27 08:06:02,104 - update - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
+2023-07-27 08:06:02,104 - update - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Cov_River&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;USLE_C&#39;, &#39;WaterFrac&#39;]
+2023-07-27 08:06:02,104 - update - wflow - INFO - Preparing LULC parameter maps.
+2023-07-27 08:06:02,108 - update - data_catalog - INFO - DataCatalog: Getting globcover RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/globcover.tif
+2023-07-27 08:06:02,128 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
+2023-07-27 08:06:02,130 - update - data_catalog - INFO - DataCatalog: Getting globcover_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/globcover_mapping.csv
+2023-07-27 08:06:02,130 - update - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:06:02,396 - update - landuse - INFO - Deriving landuse using nearest resampling (nodata=230).
+2023-07-27 08:06:02,461 - update - landuse - INFO - Deriving Cov_River using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,515 - update - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,569 - update - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,623 - update - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,677 - update - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,730 - update - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,783 - update - landuse - INFO - Deriving USLE_C using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,837 - update - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
+2023-07-27 08:06:02,892 - update - model_api - WARNING - Replacing staticmap: wflow_landuse
+2023-07-27 08:06:02,895 - update - model_api - WARNING - Replacing staticmap: Kext
+2023-07-27 08:06:02,897 - update - model_api - WARNING - Replacing staticmap: N
+2023-07-27 08:06:02,899 - update - model_api - WARNING - Replacing staticmap: PathFrac
+2023-07-27 08:06:02,901 - update - model_api - WARNING - Replacing staticmap: Sl
+2023-07-27 08:06:02,903 - update - model_api - WARNING - Replacing staticmap: Swood
+2023-07-27 08:06:02,906 - update - model_api - WARNING - Replacing staticmap: WaterFrac
+2023-07-27 08:06:02,908 - update - model_api - INFO - setup_canopymaps.canopy_fn: simard
+2023-07-27 08:06:02,908 - update - wflow_sediment - INFO - Preparing canopy height map.
+2023-07-27 08:06:02,913 - update - data_catalog - INFO - DataCatalog: Getting simard RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/simard.tif
+2023-07-27 08:06:02,931 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
+2023-07-27 08:06:02,986 - update - model_api - INFO - setup_soilmaps.soil_fn: soilgrids
+2023-07-27 08:06:02,986 - update - model_api - INFO - setup_soilmaps.usleK_method: renard
+2023-07-27 08:06:02,986 - update - wflow_sediment - INFO - Preparing soil parameter maps.
+2023-07-27 08:06:02,990 - update - data_catalog - INFO - DataCatalog: Getting soilgrids RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/soilgrids/{variable}.tif
+2023-07-27 08:06:03,559 - update - rasterdataset - DEBUG - RasterDataset: Clip with bbox - [11.775, 45.808, 12.742, 46.692] (epsg:4326))
+2023-07-27 08:06:03,571 - update - rasterdataset - DEBUG - RasterDataset: Convert units for 21 variables.
+2023-07-27 08:06:04,079 - update - soilgrids - INFO - Interpolate NAN values for PercentClay
+2023-07-27 08:06:04,099 - update - soilgrids - INFO - Interpolate NAN values for PercentSilt
+2023-07-27 08:06:04,131 - update - soilgrids - INFO - Interpolate NAN values for PercentOC
+2023-07-27 08:06:04,160 - update - soilgrids - INFO - Interpolate NAN values for ErosK
+2023-07-27 08:06:04,184 - update - soilgrids - INFO - Interpolate NAN values for USLE_K
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.gauges_fn: grdc
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.source_gdf: None
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.snap_to_river: True
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.mask: None
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.derive_subcatch: False
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.basename: None
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.toml_output: csv
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;TSS&#39;]
+2023-07-27 08:06:04,197 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;]
+2023-07-27 08:06:04,197 - update - data_catalog - INFO - DataCatalog: Getting grdc GeoDataFrame csv data from /home/runner/.hydromt_data/artifact_data/v0.0.8/grdc.csv
+2023-07-27 08:06:04,200 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:06:04,215 - update - wflow - INFO - 3 grdc gauge locations found within domain
+2023-07-27 08:06:06,293 - update - model_api - WARNING - Replacing staticmap: wflow_gauges_grdc
+2023-07-27 08:06:06,307 - update - model_api - WARNING - Replacing geom: gauges_grdc
+2023-07-27 08:06:06,307 - update - wflow - INFO - Adding [&#39;lateral.river.q_riv&#39;, &#39;lateral.river.SSconc&#39;] to csv section of toml.
+2023-07-27 08:06:06,310 - update - model_api - DEBUG - Default config read from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/wflow_sediment/wflow_sediment.toml
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.dtype: float32
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.nodata: -999
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.c_Bagnold: 1.75e-05
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.eros_expo: 1.5
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.eros_ov: 0.9
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.eros_spl_EUROSEM: 2.0
+2023-07-27 08:06:06,310 - update - model_api - INFO - setup_constant_pars.exp_Bagnold: 1.4
+2023-07-27 08:06:06,311 - update - model_api - INFO - setup_constant_pars.ResTrapEff: 1.0
+2023-07-27 08:06:06,327 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment
+2023-07-27 08:06:06,335 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/wflow_sediment.toml
+2023-07-27 08:06:06,472 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/staticmaps.nc
+2023-07-27 08:06:06,831 - update - wflow - INFO - Writing model staticgeom to file.
+2023-07-27 08:06:07,035 - update - wflow - INFO - Write forcing file
+2023-07-27 08:06:07,042 - update - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-10 00:00:00 in the toml.
+2023-07-27 08:06:07,042 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/wflow_sediment.toml
+2023-07-27 08:06:07,056 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_extend_sediment/inmaps.nc
+[########################################] | 100% Completed | 101.93 ms
+corrupted size vs. prev_size
 Aborted (core dumped)
 </pre></div></div>
 </div>
diff --git a/dev/_examples/clip_model.html b/dev/_examples/clip_model.html
index f5a6a8fd..8090c3d3 100644
--- a/dev/_examples/clip_model.html
+++ b/dev/_examples/clip_model.html
@@ -541,35 +541,35 @@ <h2>Clip a small sub-basin<a class="headerlink" href="#Clip-a-small-sub-basin" t
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:35:50,282 - clip - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:35:50,282 - clip - main - INFO - Clipping instance of wflow model.
-2023-07-25 13:35:50,282 - clip - main - INFO - Region: {&#39;subbasin&#39;: [12.3006, 46.4324], &#39;wflow_streamorder&#39;: 4}
-2023-07-25 13:35:50,304 - clip - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:35:50,304 - clip - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:35:50,318 - clip - main - INFO - Reading model to clip
-2023-07-25 13:35:50,320 - clip - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
-2023-07-25 13:35:50,443 - clip - wflow - INFO - Reading model intbl files.
-2023-07-25 13:35:50,444 - clip - wflow - INFO - Reading model table files.
-2023-07-25 13:35:50,444 - clip - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:35:50,589 - clip - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
-2023-07-25 13:35:50,605 - clip - wflow - INFO - Model read
-2023-07-25 13:35:50,606 - clip - main - INFO - Clipping staticmaps
-2023-07-25 13:35:54,128 - clip - basin_mask - INFO - subbasin bbox: [12.0083, 46.3417, 12.3250, 46.6750]
-2023-07-25 13:35:54,741 - clip - model_api - WARNING - Replacing geom: basins
-2023-07-25 13:35:55,845 - clip - model_api - WARNING - Replacing geom: rivers
-2023-07-25 13:35:55,846 - clip - wflow - INFO - Reading model table files.
-2023-07-25 13:35:55,847 - clip - main - INFO - Clipping forcing
-2023-07-25 13:35:55,847 - clip - wflow - INFO - Clipping NetCDF forcing..
-2023-07-25 13:35:55,852 - clip - model_api - WARNING - Replacing forcing: precip
-2023-07-25 13:35:55,853 - clip - model_api - WARNING - Replacing forcing: pet
-2023-07-25 13:35:55,853 - clip - model_api - WARNING - Replacing forcing: temp
-2023-07-25 13:35:55,853 - clip - main - INFO - Writting clipped model
-2023-07-25 13:35:55,853 - clip - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip
-2023-07-25 13:35:55,853 - clip - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/wflow_sbm.toml
-2023-07-25 13:35:55,952 - clip - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/staticmaps.nc
-2023-07-25 13:35:56,290 - clip - wflow - INFO - Write forcing file
-2023-07-25 13:35:56,311 - clip - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/inmaps.nc
-[########################################] | 100% Completed | 101.48 ms
+2023-07-27 08:06:15,914 - clip - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:06:15,915 - clip - main - INFO - Clipping instance of wflow model.
+2023-07-27 08:06:15,915 - clip - main - INFO - Region: {&#39;subbasin&#39;: [12.3006, 46.4324], &#39;wflow_streamorder&#39;: 4}
+2023-07-27 08:06:15,936 - clip - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:06:15,936 - clip - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:06:15,950 - clip - main - INFO - Reading model to clip
+2023-07-27 08:06:15,952 - clip - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
+2023-07-27 08:06:16,075 - clip - wflow - INFO - Reading model intbl files.
+2023-07-27 08:06:16,075 - clip - wflow - INFO - Reading model table files.
+2023-07-27 08:06:16,076 - clip - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:06:16,218 - clip - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
+2023-07-27 08:06:16,235 - clip - wflow - INFO - Model read
+2023-07-27 08:06:16,235 - clip - main - INFO - Clipping staticmaps
+2023-07-27 08:06:19,653 - clip - basin_mask - INFO - subbasin bbox: [12.0083, 46.3417, 12.3250, 46.6750]
+2023-07-27 08:06:20,256 - clip - model_api - WARNING - Replacing geom: basins
+2023-07-27 08:06:21,357 - clip - model_api - WARNING - Replacing geom: rivers
+2023-07-27 08:06:21,358 - clip - wflow - INFO - Reading model table files.
+2023-07-27 08:06:21,359 - clip - main - INFO - Clipping forcing
+2023-07-27 08:06:21,359 - clip - wflow - INFO - Clipping NetCDF forcing..
+2023-07-27 08:06:21,365 - clip - model_api - WARNING - Replacing forcing: precip
+2023-07-27 08:06:21,365 - clip - model_api - WARNING - Replacing forcing: pet
+2023-07-27 08:06:21,365 - clip - model_api - WARNING - Replacing forcing: temp
+2023-07-27 08:06:21,365 - clip - main - INFO - Writting clipped model
+2023-07-27 08:06:21,365 - clip - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip
+2023-07-27 08:06:21,365 - clip - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/wflow_sbm.toml
+2023-07-27 08:06:21,464 - clip - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/staticmaps.nc
+2023-07-27 08:06:21,801 - clip - wflow - INFO - Write forcing file
+2023-07-27 08:06:21,821 - clip - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_test_clip/inmaps.nc
+[########################################] | 100% Completed | 101.52 ms
 malloc(): mismatching next-&gt;prev_size (unsorted)
 Aborted (core dumped)
 </pre></div></div>
diff --git a/dev/_examples/plot_wflow_results.html b/dev/_examples/plot_wflow_results.html
index b8b65128..5f744f1d 100644
--- a/dev/_examples/plot_wflow_results.html
+++ b/dev/_examples/plot_wflow_results.html
@@ -1074,20 +1074,20 @@ <h2>Read observations<a class="headerlink" href="#Read-observations" title="Perm
     r_volume_yr    (index) float64 0.2984 0.3268 0.07115
     r_height_yr    (index) float64 953.2 915.5 867.6
     geometry       (index) object POINT (12.21666666666668 46.43333333333333)...
-    spatial_ref    int64 0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'gauges_grdc'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>index</span>: 3</li><li><span class='xr-has-index'>time</span>: 9</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-b81c0a1a-9831-4ec0-93b6-05beedbd4f34' class='xr-array-in' type='checkbox' checked><label for='section-b81c0a1a-9831-4ec0-93b6-05beedbd4f34' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>14.21 20.64 26.22 29.67 32.16 32.26 ... 11.93 11.23 10.51 9.883 9.312</span></div><div class='xr-array-data'><pre>array([[14.21117463, 20.63727294, 26.21875575, 29.66606831, 32.1589512 ,
+    spatial_ref    int64 0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'gauges_grdc'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>index</span>: 3</li><li><span class='xr-has-index'>time</span>: 9</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-323ac434-c7d5-4dd5-b0d3-f2fa2c8d53bd' class='xr-array-in' type='checkbox' checked><label for='section-323ac434-c7d5-4dd5-b0d3-f2fa2c8d53bd' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>14.21 20.64 26.22 29.67 32.16 32.26 ... 11.93 11.23 10.51 9.883 9.312</span></div><div class='xr-array-data'><pre>array([[14.21117463, 20.63727294, 26.21875575, 29.66606831, 32.1589512 ,
         32.26008825, 31.09006663, 29.99882382, 29.10063939],
        [23.14968045, 40.4367125 , 54.46918112, 59.2240498 , 59.21861451,
         57.43010672, 54.0491823 , 50.84542554, 48.09354881],
        [ 4.65726064,  9.23746886, 11.94857033, 12.4642965 , 11.93064957,
-        11.23056571, 10.51420303,  9.88308009,  9.31225629]])</pre></div></div></li><li class='xr-section-item'><input id='section-050fe740-29e7-4aa8-9b54-e6f9b8370d60' class='xr-section-summary-in' type='checkbox'  ><label for='section-050fe740-29e7-4aa8-9b54-e6f9b8370d60' class='xr-section-summary' >Coordinates: <span>(26)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2010-02-02 ... 2010-02-10</div><input id='attrs-a39a8c1e-4314-492f-988a-b277cb9c45de' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a39a8c1e-4314-492f-988a-b277cb9c45de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65f6abbd-6235-4d74-9013-482cdf4cdfb3' class='xr-var-data-in' type='checkbox'><label for='data-65f6abbd-6235-4d74-9013-482cdf4cdfb3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2010-02-02T00:00:00.000000000&#x27;, &#x27;2010-02-03T00:00:00.000000000&#x27;,
+        11.23056571, 10.51420303,  9.88308009,  9.31225629]])</pre></div></div></li><li class='xr-section-item'><input id='section-e82416a9-180a-4e2b-afd7-11770fad0109' class='xr-section-summary-in' type='checkbox'  ><label for='section-e82416a9-180a-4e2b-afd7-11770fad0109' class='xr-section-summary' >Coordinates: <span>(26)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2010-02-02 ... 2010-02-10</div><input id='attrs-db040f55-94a2-4948-b287-d612651a69ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db040f55-94a2-4948-b287-d612651a69ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73254017-c924-4dc7-b54e-f61346f441df' class='xr-var-data-in' type='checkbox'><label for='data-73254017-c924-4dc7-b54e-f61346f441df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2010-02-02T00:00:00.000000000&#x27;, &#x27;2010-02-03T00:00:00.000000000&#x27;,
        &#x27;2010-02-04T00:00:00.000000000&#x27;, &#x27;2010-02-05T00:00:00.000000000&#x27;,
        &#x27;2010-02-06T00:00:00.000000000&#x27;, &#x27;2010-02-07T00:00:00.000000000&#x27;,
        &#x27;2010-02-08T00:00:00.000000000&#x27;, &#x27;2010-02-09T00:00:00.000000000&#x27;,
-       &#x27;2010-02-10T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>index</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6349410 6349400 6349411</div><input id='attrs-33773a49-e646-4145-9d83-c7f08023aa1a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-33773a49-e646-4145-9d83-c7f08023aa1a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a801f589-d561-43b4-8703-af9b4db4f403' class='xr-var-data-in' type='checkbox'><label for='data-a801f589-d561-43b4-8703-af9b4db4f403' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6349410, 6349400, 6349411])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grdc_no</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6349410 6349400 6349411</div><input id='attrs-6d627cf8-4796-4257-93ed-f06f56cc06aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d627cf8-4796-4257-93ed-f06f56cc06aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66d97a59-5388-4e1c-91c9-e9a236cc09e4' class='xr-var-data-in' type='checkbox'><label for='data-66d97a59-5388-4e1c-91c9-e9a236cc09e4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6349410, 6349400, 6349411])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wmo_reg</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 6 6</div><input id='attrs-0747d74a-38da-4ab2-825d-407285a3e5e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0747d74a-38da-4ab2-825d-407285a3e5e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa9ef818-dad5-414e-bf77-92a1097dd8f4' class='xr-var-data-in' type='checkbox'><label for='data-fa9ef818-dad5-414e-bf77-92a1097dd8f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6, 6, 6])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sub_reg</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>49 49 49</div><input id='attrs-55634bb9-fc7d-453b-9c46-0104a79f562d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-55634bb9-fc7d-453b-9c46-0104a79f562d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5115dc88-3d12-4f8d-b2a9-c16a31288e05' class='xr-var-data-in' type='checkbox'><label for='data-5115dc88-3d12-4f8d-b2a9-c16a31288e05' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49, 49, 49])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>river</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;BOITE, TORRENTE&#x27; ... &#x27;BOITE, TO...</div><input id='attrs-73c80c89-c4ee-4b0a-a21e-1c479098a595' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-73c80c89-c4ee-4b0a-a21e-1c479098a595' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e7323b5-3871-4477-9f1c-f970af84b851' class='xr-var-data-in' type='checkbox'><label for='data-0e7323b5-3871-4477-9f1c-f970af84b851' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;BOITE, TORRENTE&#x27;, &#x27;PIAVE, FIUME&#x27;, &#x27;BOITE, TORRENTE&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>station</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;CANCIA&#x27; ... &#x27;PODESTAGNO&#x27;</div><input id='attrs-b4671baf-a2ae-45db-bcfd-93b7d05493a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b4671baf-a2ae-45db-bcfd-93b7d05493a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b19b47b3-ab20-42e8-baa5-1ae590f433c9' class='xr-var-data-in' type='checkbox'><label for='data-b19b47b3-ab20-42e8-baa5-1ae590f433c9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;CANCIA&#x27;, &#x27;PONTE DELLA IASTA&#x27;, &#x27;PODESTAGNO&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>country</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;IT&#x27; &#x27;IT&#x27; &#x27;IT&#x27;</div><input id='attrs-3f0a8aaf-992b-4447-91dd-4ef6de44e5ef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f0a8aaf-992b-4447-91dd-4ef6de44e5ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a4b2e9cf-2f56-4612-b99c-ef3027773672' class='xr-var-data-in' type='checkbox'><label for='data-a4b2e9cf-2f56-4612-b99c-ef3027773672' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;IT&#x27;, &#x27;IT&#x27;, &#x27;IT&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>area</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>313.0 357.0 82.0</div><input id='attrs-3fe19788-0dec-47a4-ac40-6a6bbb5e6ad6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3fe19788-0dec-47a4-ac40-6a6bbb5e6ad6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4fca4f20-0d4b-4aff-a1d7-8d68a05bebeb' class='xr-var-data-in' type='checkbox'><label for='data-4fca4f20-0d4b-4aff-a1d7-8d68a05bebeb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([313., 357.,  82.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>altitude</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>818.0 848.0 1.33e+03</div><input id='attrs-820e3da9-1059-4d4c-b939-c7bbea6ad43d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-820e3da9-1059-4d4c-b939-c7bbea6ad43d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-472ebd73-a3d7-4e6a-92bd-cd28255763bd' class='xr-var-data-in' type='checkbox'><label for='data-472ebd73-a3d7-4e6a-92bd-cd28255763bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 818.,  848., 1330.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1930 1932 1943</div><input id='attrs-47dcf034-cf7c-4951-856f-b829905ceeda' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-47dcf034-cf7c-4951-856f-b829905ceeda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3baa587d-e729-4482-8110-e75442ad606b' class='xr-var-data-in' type='checkbox'><label for='data-3baa587d-e729-4482-8110-e75442ad606b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1930, 1932, 1943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2008 2008 2008</div><input id='attrs-5266b25d-a728-47eb-92d4-b275ace8a0e1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5266b25d-a728-47eb-92d4-b275ace8a0e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95de9be0-b367-47fd-b378-d5ecc300c085' class='xr-var-data-in' type='checkbox'><label for='data-95de9be0-b367-47fd-b378-d5ecc300c085' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([2008, 2008, 2008])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>79 77 66</div><input id='attrs-8cf402b9-e705-4e15-ad0b-79f5baa49f05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8cf402b9-e705-4e15-ad0b-79f5baa49f05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-feb855e4-9bd4-4a8e-a735-9724ce295d2c' class='xr-var-data-in' type='checkbox'><label for='data-feb855e4-9bd4-4a8e-a735-9724ce295d2c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([79, 77, 66])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_miss</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>36.77 33.53 51.14</div><input id='attrs-52ed95fe-2286-4d57-8ee5-d8b699566d67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-52ed95fe-2286-4d57-8ee5-d8b699566d67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2140c26e-1610-4273-8594-98ee837c4710' class='xr-var-data-in' type='checkbox'><label for='data-2140c26e-1610-4273-8594-98ee837c4710' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([36.77005718, 33.53244444, 51.14282159])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-8837643d-d904-40a8-8499-cbf919eb2071' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8837643d-d904-40a8-8499-cbf919eb2071' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f38e35d2-4e50-452d-af1e-1636297a0d34' class='xr-var-data-in' type='checkbox'><label for='data-f38e35d2-4e50-452d-af1e-1636297a0d34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-f97696cc-2cfc-420b-bf25-e55537befe93' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f97696cc-2cfc-420b-bf25-e55537befe93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-414429f9-44f3-49a2-b0b1-c6661782ff11' class='xr-var-data-in' type='checkbox'><label for='data-414429f9-44f3-49a2-b0b1-c6661782ff11' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-cc0d3476-cbb1-4112-8882-b60887ab41a6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cc0d3476-cbb1-4112-8882-b60887ab41a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17e58d21-1511-47c1-a212-60550fe3fb62' class='xr-var-data-in' type='checkbox'><label for='data-17e58d21-1511-47c1-a212-60550fe3fb62' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_miss</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-bc84a20c-e006-485c-9c44-fb4078b1a596' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bc84a20c-e006-485c-9c44-fb4078b1a596' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8b90cde-31ee-45a6-a4f8-69e7ed04fb29' class='xr-var-data-in' type='checkbox'><label for='data-d8b90cde-31ee-45a6-a4f8-69e7ed04fb29' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1930 1932 1943</div><input id='attrs-d7c63d6b-42a3-4813-a17e-4a5ecf36ccba' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d7c63d6b-42a3-4813-a17e-4a5ecf36ccba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-725212bb-5eab-4ece-b0cf-35e5a59d0da8' class='xr-var-data-in' type='checkbox'><label for='data-725212bb-5eab-4ece-b0cf-35e5a59d0da8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1930, 1932, 1943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2008 2008 2008</div><input id='attrs-24c3006c-a554-4c58-9145-30055ef99517' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-24c3006c-a554-4c58-9145-30055ef99517' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c12d2b32-d2f6-48ef-a2a2-f104dd490797' class='xr-var-data-in' type='checkbox'><label for='data-c12d2b32-d2f6-48ef-a2a2-f104dd490797' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([2008, 2008, 2008])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>79 77 66</div><input id='attrs-17d65c8a-17d7-4d0f-9f09-d4c4f7b2e4d2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-17d65c8a-17d7-4d0f-9f09-d4c4f7b2e4d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6103a753-c3e6-4a23-8d44-37aeb1ccfa74' class='xr-var-data-in' type='checkbox'><label for='data-6103a753-c3e6-4a23-8d44-37aeb1ccfa74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([79, 77, 66])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lta_discharge</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.461 10.36 2.256</div><input id='attrs-2a9cdd92-ead9-42cb-aa50-167e22c55119' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2a9cdd92-ead9-42cb-aa50-167e22c55119' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64f1655e-8725-40bc-9099-e34c16bea087' class='xr-var-data-in' type='checkbox'><label for='data-64f1655e-8725-40bc-9099-e34c16bea087' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 9.461, 10.364,  2.256])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>r_volume_yr</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.2984 0.3268 0.07115</div><input id='attrs-f888bd3d-9dbb-4779-a94a-deeff4632125' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f888bd3d-9dbb-4779-a94a-deeff4632125' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-754df11e-8363-4a5f-833a-4dec86a68f4f' class='xr-var-data-in' type='checkbox'><label for='data-754df11e-8363-4a5f-833a-4dec86a68f4f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.2983621 , 0.3268391 , 0.07114522])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>r_height_yr</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>953.2 915.5 867.6</div><input id='attrs-f160e58f-5359-4d7c-b17b-eed055ca4573' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f160e58f-5359-4d7c-b17b-eed055ca4573' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6d726f60-6f12-4fa1-b7af-8fe7281029d9' class='xr-var-data-in' type='checkbox'><label for='data-6d726f60-6f12-4fa1-b7af-8fe7281029d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([953.23353355, 915.51569748, 867.62458537])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>geometry</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>POINT (12.21666666666668 46.4333...</div><input id='attrs-dc600a97-1a18-4554-a3ad-412ee0886132' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dc600a97-1a18-4554-a3ad-412ee0886132' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5020b110-9345-4bf2-8a74-33bc39392648' class='xr-var-data-in' type='checkbox'><label for='data-5020b110-9345-4bf2-8a74-33bc39392648' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&lt;POINT (12.217 46.433)&gt;, &lt;POINT (12.517 46.533)&gt;,
-       &lt;POINT (12.117 46.6)&gt;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-7eec834e-c0ea-4342-93dc-7900ca626d9b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7eec834e-c0ea-4342-93dc-7900ca626d9b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcedf490-4b0b-4102-8ab3-e7eb81914910' class='xr-var-data-in' type='checkbox'><label for='data-bcedf490-4b0b-4102-8ab3-e7eb81914910' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>geom_name :</span></dt><dd>geometry</dd><dt><span>geom_format :</span></dt><dd>geom</dd><dt><span>index_dim :</span></dt><dd>index</dd><dt><span>crs_wkt :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,ENSEMBLE[&quot;World Geodetic System 1984 ensemble&quot;,MEMBER[&quot;World Geodetic System 1984 (Transit)&quot;],MEMBER[&quot;World Geodetic System 1984 (G730)&quot;],MEMBER[&quot;World Geodetic System 1984 (G873)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1150)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1674)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1762)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2139)&quot;],ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]],ENSEMBLEACCURACY[2.0]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],USAGE[SCOPE[&quot;Horizontal component of 3D system.&quot;],AREA[&quot;World.&quot;],BBOX[-90,-180,90,180]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>horizontal_datum_name :</span></dt><dd>World Geodetic System 1984 ensemble</dd><dt><span>grid_mapping_name :</span></dt><dd>latitude_longitude</dd><dt><span>spatial_ref :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,ENSEMBLE[&quot;World Geodetic System 1984 ensemble&quot;,MEMBER[&quot;World Geodetic System 1984 (Transit)&quot;],MEMBER[&quot;World Geodetic System 1984 (G730)&quot;],MEMBER[&quot;World Geodetic System 1984 (G873)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1150)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1674)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1762)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2139)&quot;],ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]],ENSEMBLEACCURACY[2.0]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],USAGE[SCOPE[&quot;Horizontal component of 3D system.&quot;],AREA[&quot;World.&quot;],BBOX[-90,-180,90,180]],ID[&quot;EPSG&quot;,4326]]</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5b1d7118-b530-4f5b-b090-cc72be064e43' class='xr-section-summary-in' type='checkbox'  ><label for='section-5b1d7118-b530-4f5b-b090-cc72be064e43' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-98c33a64-b538-48b0-8197-d46dcdea2249' class='xr-index-data-in' type='checkbox'/><label for='index-98c33a64-b538-48b0-8197-d46dcdea2249' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2010-02-02&#x27;, &#x27;2010-02-03&#x27;, &#x27;2010-02-04&#x27;, &#x27;2010-02-05&#x27;,
+       &#x27;2010-02-10T00:00:00.000000000&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>index</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6349410 6349400 6349411</div><input id='attrs-c3d23ee1-b463-47d1-ab24-58fcad60326f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c3d23ee1-b463-47d1-ab24-58fcad60326f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8724e1cf-7f0a-49ec-9da3-7863014128f2' class='xr-var-data-in' type='checkbox'><label for='data-8724e1cf-7f0a-49ec-9da3-7863014128f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6349410, 6349400, 6349411])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>grdc_no</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6349410 6349400 6349411</div><input id='attrs-ceae7cc7-a3bb-402a-b807-a75b5e6104ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ceae7cc7-a3bb-402a-b807-a75b5e6104ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f03d1b47-fd96-42b4-913d-505f7c734da2' class='xr-var-data-in' type='checkbox'><label for='data-f03d1b47-fd96-42b4-913d-505f7c734da2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6349410, 6349400, 6349411])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wmo_reg</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6 6 6</div><input id='attrs-f6610852-05bb-4f07-a2e2-1e461559042d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f6610852-05bb-4f07-a2e2-1e461559042d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22037bd3-4c51-4bce-b9c6-8cdf2e047c88' class='xr-var-data-in' type='checkbox'><label for='data-22037bd3-4c51-4bce-b9c6-8cdf2e047c88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6, 6, 6])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sub_reg</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>49 49 49</div><input id='attrs-4fa24284-fbf5-44f7-b3f9-a068c042a4ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4fa24284-fbf5-44f7-b3f9-a068c042a4ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8edff8bb-74d2-4279-8ff8-ef94c9c4d18f' class='xr-var-data-in' type='checkbox'><label for='data-8edff8bb-74d2-4279-8ff8-ef94c9c4d18f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49, 49, 49])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>river</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;BOITE, TORRENTE&#x27; ... &#x27;BOITE, TO...</div><input id='attrs-6122ca08-d2ad-4008-b986-5cef51b5a990' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6122ca08-d2ad-4008-b986-5cef51b5a990' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ec3aeea-9109-4477-81ae-d6ac8afb0700' class='xr-var-data-in' type='checkbox'><label for='data-3ec3aeea-9109-4477-81ae-d6ac8afb0700' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;BOITE, TORRENTE&#x27;, &#x27;PIAVE, FIUME&#x27;, &#x27;BOITE, TORRENTE&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>station</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;CANCIA&#x27; ... &#x27;PODESTAGNO&#x27;</div><input id='attrs-38cbb66d-2883-4241-a12c-5d8755aad750' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-38cbb66d-2883-4241-a12c-5d8755aad750' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e5cc924-ce9c-4734-b42e-411ccd0af71c' class='xr-var-data-in' type='checkbox'><label for='data-4e5cc924-ce9c-4734-b42e-411ccd0af71c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;CANCIA&#x27;, &#x27;PONTE DELLA IASTA&#x27;, &#x27;PODESTAGNO&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>country</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>&#x27;IT&#x27; &#x27;IT&#x27; &#x27;IT&#x27;</div><input id='attrs-ca646e93-6d63-4326-9055-805b6823ec56' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ca646e93-6d63-4326-9055-805b6823ec56' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45fc552d-d2d6-413a-9d55-e3638895ac25' class='xr-var-data-in' type='checkbox'><label for='data-45fc552d-d2d6-413a-9d55-e3638895ac25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;IT&#x27;, &#x27;IT&#x27;, &#x27;IT&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>area</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>313.0 357.0 82.0</div><input id='attrs-5729be9c-0b97-433b-8c04-9a16028b6ba5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5729be9c-0b97-433b-8c04-9a16028b6ba5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78bf1512-a304-430c-a236-c1c5bf7c22b8' class='xr-var-data-in' type='checkbox'><label for='data-78bf1512-a304-430c-a236-c1c5bf7c22b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([313., 357.,  82.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>altitude</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>818.0 848.0 1.33e+03</div><input id='attrs-552be214-0d28-45c7-aa2d-00b1208ec0ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-552be214-0d28-45c7-aa2d-00b1208ec0ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-161bc8fa-bfcb-4418-bdb3-227bb33927be' class='xr-var-data-in' type='checkbox'><label for='data-161bc8fa-bfcb-4418-bdb3-227bb33927be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 818.,  848., 1330.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1930 1932 1943</div><input id='attrs-1c7a1fdf-4a1f-4bbb-8593-d50de58c8858' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c7a1fdf-4a1f-4bbb-8593-d50de58c8858' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a39b3d5-4274-4dd4-bc4d-7ed659ee327e' class='xr-var-data-in' type='checkbox'><label for='data-5a39b3d5-4274-4dd4-bc4d-7ed659ee327e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1930, 1932, 1943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2008 2008 2008</div><input id='attrs-5fc6fa41-e2f1-4636-a711-81fe4cc590e7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5fc6fa41-e2f1-4636-a711-81fe4cc590e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f540b9f6-ecfe-4999-999d-3303c6d1621b' class='xr-var-data-in' type='checkbox'><label for='data-f540b9f6-ecfe-4999-999d-3303c6d1621b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([2008, 2008, 2008])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>79 77 66</div><input id='attrs-728e7251-5899-419a-87fc-d1928ce49933' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-728e7251-5899-419a-87fc-d1928ce49933' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b69cd54-1316-4b7e-9bc9-559288c29141' class='xr-var-data-in' type='checkbox'><label for='data-4b69cd54-1316-4b7e-9bc9-559288c29141' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([79, 77, 66])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>d_miss</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>36.77 33.53 51.14</div><input id='attrs-64e477c0-b341-4317-848e-c4be7c7addaf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-64e477c0-b341-4317-848e-c4be7c7addaf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a50a2760-0205-4ce3-a8c2-01af7e0681a7' class='xr-var-data-in' type='checkbox'><label for='data-a50a2760-0205-4ce3-a8c2-01af7e0681a7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([36.77005718, 33.53244444, 51.14282159])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-4c6e9bf2-72bb-4422-95e0-fad8a9c9aaa2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c6e9bf2-72bb-4422-95e0-fad8a9c9aaa2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d48ecd13-d4cf-46ec-8297-d4fbcddcbdc0' class='xr-var-data-in' type='checkbox'><label for='data-d48ecd13-d4cf-46ec-8297-d4fbcddcbdc0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-e0b24ad5-cd43-4742-8b08-ada1dc43f170' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e0b24ad5-cd43-4742-8b08-ada1dc43f170' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c12ed45-5e0f-4f9e-8ca5-227c1be96dba' class='xr-var-data-in' type='checkbox'><label for='data-8c12ed45-5e0f-4f9e-8ca5-227c1be96dba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-4ad6937e-38bb-4c6a-959f-3cddb350fa80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ad6937e-38bb-4c6a-959f-3cddb350fa80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d8c1e1d1-3103-4cf5-97aa-bef25b275992' class='xr-var-data-in' type='checkbox'><label for='data-d8c1e1d1-3103-4cf5-97aa-bef25b275992' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>m_miss</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>None None None</div><input id='attrs-b62e4b1b-c9e7-4b94-977e-9491f15e8401' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b62e4b1b-c9e7-4b94-977e-9491f15e8401' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-296815a2-9b94-455c-8e1c-ddc24be67ff1' class='xr-var-data-in' type='checkbox'><label for='data-296815a2-9b94-455c-8e1c-ddc24be67ff1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([None, None, None], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_start</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1930 1932 1943</div><input id='attrs-f406cd91-8227-4c38-913a-541c51afede8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f406cd91-8227-4c38-913a-541c51afede8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90fc4791-f8fc-45e3-aeff-17d6faac9ef1' class='xr-var-data-in' type='checkbox'><label for='data-90fc4791-f8fc-45e3-aeff-17d6faac9ef1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1930, 1932, 1943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_end</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>2008 2008 2008</div><input id='attrs-1008adf3-dbb7-4825-85d2-068cb9f4c65c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1008adf3-dbb7-4825-85d2-068cb9f4c65c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f610f8fa-83ec-44a2-91bd-db33a6692497' class='xr-var-data-in' type='checkbox'><label for='data-f610f8fa-83ec-44a2-91bd-db33a6692497' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([2008, 2008, 2008])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t_yrs</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>79 77 66</div><input id='attrs-afb6fa02-62a6-4fe8-bb02-4d5291d342c6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-afb6fa02-62a6-4fe8-bb02-4d5291d342c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6146d87b-1ccb-4192-8482-fdd8d60e57a6' class='xr-var-data-in' type='checkbox'><label for='data-6146d87b-1ccb-4192-8482-fdd8d60e57a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([79, 77, 66])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>lta_discharge</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.461 10.36 2.256</div><input id='attrs-eaae1ea6-2e81-4b76-bad3-c6e57a1a4e10' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eaae1ea6-2e81-4b76-bad3-c6e57a1a4e10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3c3c6c08-bb3e-4595-95b2-aa147b5bf104' class='xr-var-data-in' type='checkbox'><label for='data-3c3c6c08-bb3e-4595-95b2-aa147b5bf104' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 9.461, 10.364,  2.256])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>r_volume_yr</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.2984 0.3268 0.07115</div><input id='attrs-d5bee98b-1ddb-41e1-bce7-200d2b51c114' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5bee98b-1ddb-41e1-bce7-200d2b51c114' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a68b436-d816-4432-897a-3720046f54fb' class='xr-var-data-in' type='checkbox'><label for='data-8a68b436-d816-4432-897a-3720046f54fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.2983621 , 0.3268391 , 0.07114522])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>r_height_yr</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>953.2 915.5 867.6</div><input id='attrs-668188d6-6bb5-4826-8b22-4186d4580b41' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-668188d6-6bb5-4826-8b22-4186d4580b41' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b055237f-bccc-49f7-9dc6-d7f76f6c6d91' class='xr-var-data-in' type='checkbox'><label for='data-b055237f-bccc-49f7-9dc6-d7f76f6c6d91' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([953.23353355, 915.51569748, 867.62458537])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>geometry</span></div><div class='xr-var-dims'>(index)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>POINT (12.21666666666668 46.4333...</div><input id='attrs-ea69a231-96e2-4a1f-8aa8-861b53b3275f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ea69a231-96e2-4a1f-8aa8-861b53b3275f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f5401e2-62f0-4804-ba23-a0510328446d' class='xr-var-data-in' type='checkbox'><label for='data-7f5401e2-62f0-4804-ba23-a0510328446d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&lt;POINT (12.217 46.433)&gt;, &lt;POINT (12.517 46.533)&gt;,
+       &lt;POINT (12.117 46.6)&gt;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-98d27486-0636-495d-9f85-3c924a33abb9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-98d27486-0636-495d-9f85-3c924a33abb9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4fd6310-01ab-46f1-aeca-055499f029d4' class='xr-var-data-in' type='checkbox'><label for='data-d4fd6310-01ab-46f1-aeca-055499f029d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>geom_name :</span></dt><dd>geometry</dd><dt><span>geom_format :</span></dt><dd>geom</dd><dt><span>index_dim :</span></dt><dd>index</dd><dt><span>crs_wkt :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,ENSEMBLE[&quot;World Geodetic System 1984 ensemble&quot;,MEMBER[&quot;World Geodetic System 1984 (Transit)&quot;],MEMBER[&quot;World Geodetic System 1984 (G730)&quot;],MEMBER[&quot;World Geodetic System 1984 (G873)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1150)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1674)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1762)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2139)&quot;],ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]],ENSEMBLEACCURACY[2.0]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],USAGE[SCOPE[&quot;Horizontal component of 3D system.&quot;],AREA[&quot;World.&quot;],BBOX[-90,-180,90,180]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>horizontal_datum_name :</span></dt><dd>World Geodetic System 1984 ensemble</dd><dt><span>grid_mapping_name :</span></dt><dd>latitude_longitude</dd><dt><span>spatial_ref :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,ENSEMBLE[&quot;World Geodetic System 1984 ensemble&quot;,MEMBER[&quot;World Geodetic System 1984 (Transit)&quot;],MEMBER[&quot;World Geodetic System 1984 (G730)&quot;],MEMBER[&quot;World Geodetic System 1984 (G873)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1150)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1674)&quot;],MEMBER[&quot;World Geodetic System 1984 (G1762)&quot;],MEMBER[&quot;World Geodetic System 1984 (G2139)&quot;],ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]],ENSEMBLEACCURACY[2.0]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],USAGE[SCOPE[&quot;Horizontal component of 3D system.&quot;],AREA[&quot;World.&quot;],BBOX[-90,-180,90,180]],ID[&quot;EPSG&quot;,4326]]</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b361a450-4d3e-4547-a51f-43b49e0510d1' class='xr-section-summary-in' type='checkbox'  ><label for='section-b361a450-4d3e-4547-a51f-43b49e0510d1' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-48ec5983-7c7f-42db-ae25-0e8b17574b31' class='xr-index-data-in' type='checkbox'/><label for='index-48ec5983-7c7f-42db-ae25-0e8b17574b31' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2010-02-02&#x27;, &#x27;2010-02-03&#x27;, &#x27;2010-02-04&#x27;, &#x27;2010-02-05&#x27;,
                &#x27;2010-02-06&#x27;, &#x27;2010-02-07&#x27;, &#x27;2010-02-08&#x27;, &#x27;2010-02-09&#x27;,
                &#x27;2010-02-10&#x27;],
-              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>index</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ebc458ef-e461-4943-9d48-f1d42398e2c2' class='xr-index-data-in' type='checkbox'/><label for='index-ebc458ef-e461-4943-9d48-f1d42398e2c2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([6349410, 6349400, 6349411], dtype=&#x27;int64&#x27;, name=&#x27;index&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-89f91b5a-763a-410c-9b92-ee50ac905d60' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-89f91b5a-763a-410c-9b92-ee50ac905d60' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div></div>
+              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>index</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-98d09b65-8321-4965-9f6a-7977a4462147' class='xr-index-data-in' type='checkbox'/><label for='index-98d09b65-8321-4965-9f6a-7977a4462147' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([6349410, 6349400, 6349411], dtype=&#x27;int64&#x27;, name=&#x27;index&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f1c65e24-436e-4291-9127-4deb81bddf7d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f1c65e24-436e-4291-9127-4deb81bddf7d' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div></div>
 </div>
 </section>
 <section id="Plot-model-results">
diff --git a/dev/_examples/update_model_forcing.html b/dev/_examples/update_model_forcing.html
index 502fdae3..2b2e0f96 100644
--- a/dev/_examples/update_model_forcing.html
+++ b/dev/_examples/update_model_forcing.html
@@ -619,53 +619,53 @@ <h2>Update Wflow forcing layers<a class="headerlink" href="#Update-Wflow-forcing
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:36:54,166 - update - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:36:54,166 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
-2023-07-25 13:36:54,166 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing
-2023-07-25 13:36:54,166 - update - main - INFO - User settings:
-2023-07-25 13:36:54,244 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
-2023-07-25 13:36:54,245 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
-2023-07-25 13:36:54,321 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:36:54,321 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:36:54,337 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
-2023-07-25 13:36:54,458 - update - wflow - INFO - Reading model intbl files.
-2023-07-25 13:36:54,459 - update - wflow - INFO - Reading model table files.
-2023-07-25 13:36:54,459 - update - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:36:54,601 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
-2023-07-25 13:36:54,618 - update - wflow - INFO - Model read
-2023-07-25 13:36:54,623 - update - model_api - INFO - setup_precip_forcing.precip_fn: chirps_global
-2023-07-25 13:36:54,623 - update - model_api - INFO - setup_precip_forcing.precip_clim_fn: None
-2023-07-25 13:36:54,623 - update - model_api - INFO - setup_precip_forcing.chunksize: None
-2023-07-25 13:36:54,627 - update - data_catalog - INFO - DataCatalog: Getting chirps_global RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/chirps_global.nc
-2023-07-25 13:36:54,723 - update - model_api - WARNING - Replacing forcing: precip
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.temp_pet_fn: era5
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.pet_method: debruin
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.press_correction: True
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.temp_correction: True
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.wind_correction: True
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.wind_altitude: 10
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.reproj_method: nearest_index
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.dem_forcing_fn: era5_orography
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.skip_pet: False
-2023-07-25 13:36:54,723 - update - model_api - INFO - setup_temp_pet_forcing.chunksize: None
-2023-07-25 13:36:54,728 - update - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
-2023-07-25 13:36:54,784 - update - data_catalog - INFO - DataCatalog: Getting era5_orography RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5_orography.nc
-2023-07-25 13:36:55,042 - update - model_api - WARNING - Replacing forcing: pet
-2023-07-25 13:36:55,044 - update - model_api - WARNING - Replacing forcing: temp
-2023-07-25 13:36:55,044 - update - model_api - INFO - write_forcing.fn_out: None
-2023-07-25 13:36:55,044 - update - model_api - INFO - write_forcing.freq_out: M
-2023-07-25 13:36:55,044 - update - model_api - INFO - write_forcing.chunksize: 1
-2023-07-25 13:36:55,044 - update - model_api - INFO - write_forcing.decimals: 2
-2023-07-25 13:36:55,044 - update - model_api - INFO - write_forcing.time_units: days since 1900-01-01T00:00:00
-2023-07-25 13:36:55,044 - update - wflow - INFO - Write forcing file
-2023-07-25 13:36:55,052 - update - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-10 00:00:00 in the toml.
-2023-07-25 13:36:55,052 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/wflow_sbm.toml
-2023-07-25 13:36:55,075 - update - wflow - INFO - Writting several forcing with freq M
-2023-07-25 13:36:55,076 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/wflow_sbm.toml
-2023-07-25 13:36:55,086 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/inmaps-chirps_20100202.nc
-[########################################] | 100% Completed | 102.27 ms
-2023-07-25 13:36:55,585 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/staticmaps.nc
-2023-07-25 13:36:55,854 - update - wflow - INFO - Writing model staticgeom to file.
+2023-07-27 08:07:18,673 - update - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:07:18,674 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
+2023-07-27 08:07:18,674 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing
+2023-07-27 08:07:18,674 - update - main - INFO - User settings:
+2023-07-27 08:07:18,739 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:07:18,740 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:07:18,815 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:07:18,815 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:07:18,831 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
+2023-07-27 08:07:18,954 - update - wflow - INFO - Reading model intbl files.
+2023-07-27 08:07:18,955 - update - wflow - INFO - Reading model table files.
+2023-07-27 08:07:18,955 - update - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:07:19,097 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
+2023-07-27 08:07:19,114 - update - wflow - INFO - Model read
+2023-07-27 08:07:19,119 - update - model_api - INFO - setup_precip_forcing.precip_fn: chirps_global
+2023-07-27 08:07:19,119 - update - model_api - INFO - setup_precip_forcing.precip_clim_fn: None
+2023-07-27 08:07:19,119 - update - model_api - INFO - setup_precip_forcing.chunksize: None
+2023-07-27 08:07:19,123 - update - data_catalog - INFO - DataCatalog: Getting chirps_global RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/chirps_global.nc
+2023-07-27 08:07:19,218 - update - model_api - WARNING - Replacing forcing: precip
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.temp_pet_fn: era5
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.pet_method: debruin
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.press_correction: True
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.temp_correction: True
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.wind_correction: True
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.wind_altitude: 10
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.reproj_method: nearest_index
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.dem_forcing_fn: era5_orography
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.skip_pet: False
+2023-07-27 08:07:19,218 - update - model_api - INFO - setup_temp_pet_forcing.chunksize: None
+2023-07-27 08:07:19,223 - update - data_catalog - INFO - DataCatalog: Getting era5 RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5.nc
+2023-07-27 08:07:19,280 - update - data_catalog - INFO - DataCatalog: Getting era5_orography RasterDataset netcdf data from /home/runner/.hydromt_data/artifact_data/v0.0.8/era5_orography.nc
+2023-07-27 08:07:19,536 - update - model_api - WARNING - Replacing forcing: pet
+2023-07-27 08:07:19,538 - update - model_api - WARNING - Replacing forcing: temp
+2023-07-27 08:07:19,539 - update - model_api - INFO - write_forcing.fn_out: None
+2023-07-27 08:07:19,539 - update - model_api - INFO - write_forcing.freq_out: M
+2023-07-27 08:07:19,539 - update - model_api - INFO - write_forcing.chunksize: 1
+2023-07-27 08:07:19,539 - update - model_api - INFO - write_forcing.decimals: 2
+2023-07-27 08:07:19,539 - update - model_api - INFO - write_forcing.time_units: days since 1900-01-01T00:00:00
+2023-07-27 08:07:19,539 - update - wflow - INFO - Write forcing file
+2023-07-27 08:07:19,546 - update - wflow - WARNING - Not all dates found in precip_fn changing starttime to 2010-02-02 00:00:00 and endtime to 2010-02-10 00:00:00 in the toml.
+2023-07-27 08:07:19,547 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/wflow_sbm.toml
+2023-07-27 08:07:19,569 - update - wflow - INFO - Writting several forcing with freq M
+2023-07-27 08:07:19,569 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/wflow_sbm.toml
+2023-07-27 08:07:19,577 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/inmaps-chirps_20100202.nc
+[########################################] | 100% Completed | 102.92 ms
+2023-07-27 08:07:20,078 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_forcing/staticmaps.nc
+2023-07-27 08:07:20,347 - update - wflow - INFO - Writing model staticgeom to file.
 malloc(): unsorted double linked list corrupted
 Aborted (core dumped)
 </pre></div></div>
diff --git a/dev/_examples/update_model_gauges.html b/dev/_examples/update_model_gauges.html
index bd07de50..7235cf4f 100644
--- a/dev/_examples/update_model_gauges.html
+++ b/dev/_examples/update_model_gauges.html
@@ -603,44 +603,43 @@ <h2>Update Wflow gauging stations<a class="headerlink" href="#Update-Wflow-gaugi
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:37:09,720 - update - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:37:09,721 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
-2023-07-25 13:37:09,721 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
-2023-07-25 13:37:09,721 - update - main - INFO - User settings:
-2023-07-25 13:37:09,742 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:37:09,742 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:37:09,758 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
-2023-07-25 13:37:09,881 - update - wflow - INFO - Reading model intbl files.
-2023-07-25 13:37:09,881 - update - wflow - INFO - Reading model table files.
-2023-07-25 13:37:09,882 - update - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:37:10,025 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
-2023-07-25 13:37:10,041 - update - wflow - INFO - Model read
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.gauges_fn: test_stations.csv
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.index_col: None
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.snap_to_river: True
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.mask: None
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.snap_uparea: False
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.max_dist: 10000.0
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.wdw: 3
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.rel_error: 0.05
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.derive_subcatch: False
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.basename: test-flow
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.toml_output: csv
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;P&#39;]
-2023-07-25 13:37:10,047 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;]
-2023-07-25 13:37:10,050 - update - data_catalog - INFO - DataCatalog: Getting test_stations GeoDataFrame csv data from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/test_stations.csv
-2023-07-25 13:37:10,053 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:37:10,067 - update - wflow - INFO - 3 test-flow gauge locations found within domain
-2023-07-25 13:37:12,126 - update - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;] to csv section of toml.
-2023-07-25 13:37:12,126 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
-2023-07-25 13:37:12,127 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/wflow_sbm.toml
-2023-07-25 13:37:12,251 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
-2023-07-25 13:37:12,663 - update - wflow - INFO - Writing model staticgeom to file.
-2023-07-25 13:37:13,031 - update - wflow - INFO - Write forcing file
-2023-07-25 13:37:13,051 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/inmaps.nc
-[########################################] | 100% Completed | 101.44 ms
-malloc(): unsorted double linked list corrupted
-Aborted (core dumped)
+2023-07-27 08:07:34,421 - update - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:07:34,422 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
+2023-07-27 08:07:34,422 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
+2023-07-27 08:07:34,422 - update - main - INFO - User settings:
+2023-07-27 08:07:34,444 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:07:34,444 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:07:34,460 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
+2023-07-27 08:07:34,582 - update - wflow - INFO - Reading model intbl files.
+2023-07-27 08:07:34,583 - update - wflow - INFO - Reading model table files.
+2023-07-27 08:07:34,583 - update - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:07:34,726 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
+2023-07-27 08:07:34,743 - update - wflow - INFO - Model read
+2023-07-27 08:07:34,748 - update - model_api - INFO - setup_gauges.gauges_fn: test_stations.csv
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.index_col: None
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.snap_to_river: True
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.mask: None
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.snap_uparea: False
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.max_dist: 10000.0
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.wdw: 3
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.rel_error: 0.05
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.derive_subcatch: False
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.basename: test-flow
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.toml_output: csv
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;Q&#39;, &#39;P&#39;]
+2023-07-27 08:07:34,749 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;]
+2023-07-27 08:07:34,751 - update - data_catalog - INFO - DataCatalog: Getting test_stations GeoDataFrame csv data from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/test_stations.csv
+2023-07-27 08:07:34,755 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:07:34,768 - update - wflow - INFO - 3 test-flow gauge locations found within domain
+2023-07-27 08:07:36,836 - update - wflow - INFO - Adding [&#39;lateral.river.q_av&#39;, &#39;vertical.precipitation&#39;] to csv section of toml.
+2023-07-27 08:07:36,836 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
+2023-07-27 08:07:36,838 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/wflow_sbm.toml
+2023-07-27 08:07:36,961 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
+2023-07-27 08:07:37,372 - update - wflow - INFO - Writing model staticgeom to file.
+2023-07-27 08:07:37,746 - update - wflow - INFO - Write forcing file
+2023-07-27 08:07:37,766 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/inmaps.nc
+[########################################] | 100% Completed | 101.52 ms
+
 </pre></div></div>
 </div>
 <p>The example above means the following: run <strong>hydromt</strong> with:</p>
@@ -677,39 +676,40 @@ <h2>Update Wflow gauging stations without snapping<a class="headerlink" href="#U
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:37:16,436 - update - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:37:16,436 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges (r+).
-2023-07-25 13:37:16,436 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
-2023-07-25 13:37:16,436 - update - main - INFO - User settings:
-2023-07-25 13:37:16,457 - update - model_api - WARNING - Model dir already exists and files might be overwritten: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticgeoms.
-2023-07-25 13:37:16,457 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:37:16,457 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:37:16,475 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.gauges_fn: test_stations.csv
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.index_col: None
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.snap_to_river: False
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.mask: None
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.snap_uparea: False
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.max_dist: 10000.0
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.wdw: 3
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.rel_error: 0.05
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.derive_subcatch: False
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.basename: test-rain
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.toml_output: csv
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;P-station&#39;]
-2023-07-25 13:37:16,603 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;vertical.precipitation&#39;]
-2023-07-25 13:37:16,606 - update - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:37:16,753 - update - data_catalog - INFO - DataCatalog: Getting test_stations GeoDataFrame csv data from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/test_stations.csv
-2023-07-25 13:37:16,756 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
-2023-07-25 13:37:16,770 - update - wflow - INFO - 3 test-rain gauge locations found within domain
-2023-07-25 13:37:17,851 - update - wflow - INFO - Adding [&#39;vertical.precipitation&#39;] to csv section of toml.
-2023-07-25 13:37:17,851 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
-2023-07-25 13:37:17,851 - update - data_catalog - INFO - Parsing data catalog from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/hydromt_data.yml
-2023-07-25 13:37:17,853 - update - data_catalog - WARNING - Overwriting data source test_stations.
-2023-07-25 13:37:17,854 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/wflow_sbm.toml
-2023-07-25 13:37:17,979 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
-2023-07-25 13:37:18,398 - update - wflow - INFO - Writing model staticgeom to file.
-
+2023-07-27 08:07:41,042 - update - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:07:41,042 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges (r+).
+2023-07-27 08:07:41,042 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
+2023-07-27 08:07:41,042 - update - main - INFO - User settings:
+2023-07-27 08:07:41,064 - update - model_api - WARNING - Model dir already exists and files might be overwritten: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticgeoms.
+2023-07-27 08:07:41,065 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:07:41,065 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:07:41,082 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.gauges_fn: test_stations.csv
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.index_col: None
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.snap_to_river: False
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.mask: None
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.snap_uparea: False
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.max_dist: 10000.0
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.wdw: 3
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.rel_error: 0.05
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.derive_subcatch: False
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.basename: test-rain
+2023-07-27 08:07:41,211 - update - model_api - INFO - setup_gauges.toml_output: csv
+2023-07-27 08:07:41,212 - update - model_api - INFO - setup_gauges.gauge_toml_header: [&#39;P-station&#39;]
+2023-07-27 08:07:41,212 - update - model_api - INFO - setup_gauges.gauge_toml_param: [&#39;vertical.precipitation&#39;]
+2023-07-27 08:07:41,214 - update - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:07:41,360 - update - data_catalog - INFO - DataCatalog: Getting test_stations GeoDataFrame csv data from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/test_stations.csv
+2023-07-27 08:07:41,363 - update - geodataframe - INFO - GeoDataFrame: Read csv data and clip to geom (epsg:4326) [11.775, 45.804, 12.745, 46.690].
+2023-07-27 08:07:41,377 - update - wflow - INFO - 3 test-rain gauge locations found within domain
+2023-07-27 08:07:42,445 - update - wflow - INFO - Adding [&#39;vertical.precipitation&#39;] to csv section of toml.
+2023-07-27 08:07:42,446 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges
+2023-07-27 08:07:42,446 - update - data_catalog - INFO - Parsing data catalog from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/hydromt_data.yml
+2023-07-27 08:07:42,447 - update - data_catalog - WARNING - Overwriting data source test_stations.
+2023-07-27 08:07:42,448 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/wflow_sbm.toml
+2023-07-27 08:07:42,572 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_gauges/staticmaps.nc
+2023-07-27 08:07:42,992 - update - wflow - INFO - Writing model staticgeom to file.
+malloc(): mismatching next-&gt;prev_size (unsorted)
+Aborted (core dumped)
 </pre></div></div>
 </div>
 <p>The example above means the following: run <strong>hydromt</strong> with:</p>
diff --git a/dev/_examples/update_model_landuse.html b/dev/_examples/update_model_landuse.html
index 6a765775..9f953b9c 100644
--- a/dev/_examples/update_model_landuse.html
+++ b/dev/_examples/update_model_landuse.html
@@ -617,49 +617,49 @@ <h2>Update Wflow landuse layers<a class="headerlink" href="#Update-Wflow-landuse
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-2023-07-25 13:37:33,078 - update - log - INFO - HydroMT version: 0.8.1.dev0
-2023-07-25 13:37:33,078 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
-2023-07-25 13:37:33,078 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine
-2023-07-25 13:37:33,078 - update - main - INFO - User settings:
-2023-07-25 13:37:33,156 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
-2023-07-25 13:37:33,156 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
-2023-07-25 13:37:33,233 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
-2023-07-25 13:37:33,233 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
-2023-07-25 13:37:33,248 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
-2023-07-25 13:37:33,371 - update - wflow - INFO - Reading model intbl files.
-2023-07-25 13:37:33,372 - update - wflow - INFO - Reading model table files.
-2023-07-25 13:37:33,372 - update - wflow - INFO - Reading model staticgeom files.
-2023-07-25 13:37:33,514 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
-2023-07-25 13:37:33,531 - update - wflow - INFO - Model read
-2023-07-25 13:37:33,536 - update - model_api - INFO - setup_lulcmaps.lulc_fn: corine
-2023-07-25 13:37:33,536 - update - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
-2023-07-25 13:37:33,536 - update - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;RootingDepth&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;WaterFrac&#39;]
-2023-07-25 13:37:33,536 - update - wflow - INFO - Preparing LULC parameter maps.
-2023-07-25 13:37:33,540 - update - data_catalog - INFO - DataCatalog: Getting corine RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/corine.tif
-2023-07-25 13:37:33,644 - update - data_catalog - INFO - DataCatalog: Getting corine_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/corine_mapping.csv
-2023-07-25 13:37:33,644 - update - dataframe - INFO - DataFrame: Read csv data.
-2023-07-25 13:37:33,919 - update - landuse - INFO - Deriving landuse using nearest resampling (nodata=999).
-2023-07-25 13:37:34,118 - update - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
-2023-07-25 13:37:34,276 - update - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
-2023-07-25 13:37:34,431 - update - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
-2023-07-25 13:37:34,583 - update - landuse - INFO - Deriving RootingDepth using average resampling (nodata=-999.0).
-2023-07-25 13:37:34,733 - update - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
-2023-07-25 13:37:34,885 - update - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
-2023-07-25 13:37:35,039 - update - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
-2023-07-25 13:37:35,193 - update - model_api - WARNING - Replacing staticmap: wflow_landuse
-2023-07-25 13:37:35,195 - update - model_api - WARNING - Replacing staticmap: Kext
-2023-07-25 13:37:35,196 - update - model_api - WARNING - Replacing staticmap: N
-2023-07-25 13:37:35,198 - update - model_api - WARNING - Replacing staticmap: PathFrac
-2023-07-25 13:37:35,200 - update - model_api - WARNING - Replacing staticmap: RootingDepth
-2023-07-25 13:37:35,202 - update - model_api - WARNING - Replacing staticmap: Sl
-2023-07-25 13:37:35,204 - update - model_api - WARNING - Replacing staticmap: Swood
-2023-07-25 13:37:35,205 - update - model_api - WARNING - Replacing staticmap: WaterFrac
-2023-07-25 13:37:35,207 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine
-2023-07-25 13:37:35,210 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/wflow_sbm.toml
-2023-07-25 13:37:35,321 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/staticmaps.nc
-2023-07-25 13:37:35,588 - update - wflow - INFO - Write forcing file
-2023-07-25 13:37:35,608 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/inmaps.nc
-[########################################] | 100% Completed | 100.86 ms
+2023-07-27 08:07:57,984 - update - log - INFO - HydroMT version: 0.8.1.dev0
+2023-07-27 08:07:57,984 - update - main - INFO - Updating wflow model at /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin (r).
+2023-07-27 08:07:57,984 - update - main - INFO - Output dir: /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine
+2023-07-27 08:07:57,985 - update - main - INFO - User settings:
+2023-07-27 08:07:58,054 - update - data_catalog - INFO - Reading data catalog artifact_data v0.0.8 from archive
+2023-07-27 08:07:58,054 - update - data_catalog - INFO - Parsing data catalog from /home/runner/.hydromt_data/artifact_data/v0.0.8/data_catalog.yml
+2023-07-27 08:07:58,131 - update - model_api - INFO - Initializing wflow model from hydromt_wflow (v0.2.2.dev0).
+2023-07-27 08:07:58,131 - update - data_catalog - INFO - Parsing data catalog from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/parameters_data.yml
+2023-07-27 08:07:58,147 - update - wflow - INFO - Read staticmaps from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/staticmaps.nc
+2023-07-27 08:07:58,269 - update - wflow - INFO - Reading model intbl files.
+2023-07-27 08:07:58,269 - update - wflow - INFO - Reading model table files.
+2023-07-27 08:07:58,270 - update - wflow - INFO - Reading model staticgeom files.
+2023-07-27 08:07:58,410 - update - wflow - INFO - Read forcing from /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_subbasin/inmaps.nc
+2023-07-27 08:07:58,427 - update - wflow - INFO - Model read
+2023-07-27 08:07:58,432 - update - model_api - INFO - setup_lulcmaps.lulc_fn: corine
+2023-07-27 08:07:58,432 - update - model_api - INFO - setup_lulcmaps.lulc_mapping_fn: None
+2023-07-27 08:07:58,432 - update - model_api - INFO - setup_lulcmaps.lulc_vars: [&#39;landuse&#39;, &#39;Kext&#39;, &#39;N&#39;, &#39;PathFrac&#39;, &#39;RootingDepth&#39;, &#39;Sl&#39;, &#39;Swood&#39;, &#39;WaterFrac&#39;]
+2023-07-27 08:07:58,432 - update - wflow - INFO - Preparing LULC parameter maps.
+2023-07-27 08:07:58,436 - update - data_catalog - INFO - DataCatalog: Getting corine RasterDataset raster data from /home/runner/.hydromt_data/artifact_data/v0.0.8/corine.tif
+2023-07-27 08:07:58,537 - update - data_catalog - INFO - DataCatalog: Getting corine_mapping_default DataFrame csv data from /usr/share/miniconda3/envs/hydromt-wflow/lib/python3.9/site-packages/hydromt_wflow/data/lulc/corine_mapping.csv
+2023-07-27 08:07:58,537 - update - dataframe - INFO - DataFrame: Read csv data.
+2023-07-27 08:07:58,812 - update - landuse - INFO - Deriving landuse using nearest resampling (nodata=999).
+2023-07-27 08:07:59,000 - update - landuse - INFO - Deriving Kext using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,156 - update - landuse - INFO - Deriving N using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,308 - update - landuse - INFO - Deriving PathFrac using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,461 - update - landuse - INFO - Deriving RootingDepth using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,613 - update - landuse - INFO - Deriving Sl using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,764 - update - landuse - INFO - Deriving Swood using average resampling (nodata=-999.0).
+2023-07-27 08:07:59,918 - update - landuse - INFO - Deriving WaterFrac using average resampling (nodata=-999.0).
+2023-07-27 08:08:00,070 - update - model_api - WARNING - Replacing staticmap: wflow_landuse
+2023-07-27 08:08:00,072 - update - model_api - WARNING - Replacing staticmap: Kext
+2023-07-27 08:08:00,074 - update - model_api - WARNING - Replacing staticmap: N
+2023-07-27 08:08:00,076 - update - model_api - WARNING - Replacing staticmap: PathFrac
+2023-07-27 08:08:00,078 - update - model_api - WARNING - Replacing staticmap: RootingDepth
+2023-07-27 08:08:00,079 - update - model_api - WARNING - Replacing staticmap: Sl
+2023-07-27 08:08:00,081 - update - model_api - WARNING - Replacing staticmap: Swood
+2023-07-27 08:08:00,083 - update - model_api - WARNING - Replacing staticmap: WaterFrac
+2023-07-27 08:08:00,085 - update - wflow - INFO - Write model data to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine
+2023-07-27 08:08:00,088 - update - model_api - INFO - Writing model config to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/wflow_sbm.toml
+2023-07-27 08:08:00,197 - update - wflow - INFO - Write staticmaps to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/staticmaps.nc
+2023-07-27 08:08:00,464 - update - wflow - INFO - Write forcing file
+2023-07-27 08:08:00,484 - update - wflow - INFO - Process forcing; saving to /home/runner/work/hydromt_wflow/hydromt_wflow/docs/_examples/wflow_piave_corine/inmaps.nc
+[########################################] | 100% Completed | 102.02 ms
 malloc(): mismatching next-&gt;prev_size (unsorted)
 Aborted (core dumped)
 </pre></div></div>
diff --git a/dev/_generated/hydromt_wflow.WflowModel.html b/dev/_generated/hydromt_wflow.WflowModel.html
index f246c7bc..55c4cf10 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.html
@@ -797,7 +797,7 @@ <h1>hydromt_wflow.WflowModel<a class="headerlink" href="#hydromt-wflow-wflowmode
 <td><p>Write the data catalog to data_lib_fn.</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="hydromt_wflow.WflowModel.write_forcing.html#hydromt_wflow.WflowModel.write_forcing" title="hydromt_wflow.WflowModel.write_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_forcing</span></code></a>([fn_out, freq_out, chunksize, ...])</p></td>
-<td><p>write forcing at <cite>fn_out</cite> in model ready format.</p></td>
+<td><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p></td>
 </tr>
 <tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_geoms</span></code>([fn])</p></td>
 <td><p>Write model geometries to a vector file (by default GeoJSON) at &lt;root&gt;/&lt;fn&gt;.</p></td>
diff --git a/dev/_generated/hydromt_wflow.WflowModel.set_staticgeoms.html b/dev/_generated/hydromt_wflow.WflowModel.set_staticgeoms.html
index f5201c51..2ca10135 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.set_staticgeoms.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.set_staticgeoms.html
@@ -587,7 +587,7 @@ <h1>hydromt_wflow.WflowModel.set_staticgeoms<a class="headerlink" href="#hydromt
 <span class="sig-prename descclassname"><span class="pre">WflowModel.</span></span><span class="sig-name descname"><span class="pre">set_staticgeoms</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">geom</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="(in GeoPandas v0.13.2)"><span class="pre">GeoDataFrame</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.html#geopandas.GeoSeries" title="(in GeoPandas v0.13.2)"><span class="pre">GeoSeries</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#hydromt_wflow.WflowModel.set_staticgeoms" title="Permalink to this definition">#</a></dt>
 <dd><p>Set the geometries.</p>
 <p>This method will be deprecated in future versions,
-use <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.Model.set_geoms.html#hydromt.Model.set_geoms" title="(in HydroMT v0.7.2.dev0)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">set_geoms()</span></code></a>.</p>
+use <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.Model.set_geoms.html#hydromt.Model.set_geoms" title="(in HydroMT v0.8.1.dev0)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">set_geoms()</span></code></a>.</p>
 </dd></dl>
 
 </section>
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_areamap.html b/dev/_generated/hydromt_wflow.WflowModel.setup_areamap.html
index 2933a835..24e470bf 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_areamap.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_areamap.html
@@ -585,15 +585,20 @@ <h1>hydromt_wflow.WflowModel.setup_areamap<a class="headerlink" href="#hydromt-w
 <dl class="py method">
 <dt class="sig sig-object py" id="hydromt_wflow.WflowModel.setup_areamap">
 <span class="sig-prename descclassname"><span class="pre">WflowModel.</span></span><span class="sig-name descname"><span class="pre">setup_areamap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">area_fn</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">col2raster</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodata</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><span class="pre">int</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/wflow.html#WflowModel.setup_areamap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.WflowModel.setup_areamap" title="Permalink to this definition">#</a></dt>
-<dd><p>Setup area map from vector data to save wflow outputs for specific area.
-Adds model layer:
-* <strong>col2raster</strong> map:  output area data map
-:param area_fn: Name of vector data corresponding to wflow output area.
-:type area_fn: str
-:param col2raster: Name of the column from the vector file to rasterize.
-:type col2raster: str
-:param nodata: Nodata value to use when rasterizing. Should match the dtype of col2raster. By default -1.
-:type nodata: int/float, optional</p>
+<dd><p>Setup area map from vector data to save wflow outputs for specific area.</p>
+<p>Adds model layer:</p>
+<ul class="simple">
+<li><p><strong>col2raster</strong> map:  output area data map</p></li>
+</ul>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>area_fn</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a>) – Name of vector data corresponding to wflow output area.</p></li>
+<li><p><strong>col2raster</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a>) – Name of the column from the vector file to rasterize.</p></li>
+<li><p><strong>nodata</strong> (<em>int/float</em><em>, </em><em>optional</em>) – Nodata value to use when rasterizing. Should match the dtype of col2raster. By default -1.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </section>
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_floodplains.html b/dev/_generated/hydromt_wflow.WflowModel.setup_floodplains.html
index 9baad0ec..910176d9 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_floodplains.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_floodplains.html
@@ -586,14 +586,14 @@ <h1>hydromt_wflow.WflowModel.setup_floodplains<a class="headerlink" href="#hydro
 <dt class="sig sig-object py" id="hydromt_wflow.WflowModel.setup_floodplains">
 <span class="sig-prename descclassname"><span class="pre">WflowModel.</span></span><span class="sig-name descname"><span class="pre">setup_floodplains</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hydrography_fn</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">floodplain_type</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">river_upa</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.11)"><span class="pre">None</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">flood_depths</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.List" title="(in Python v3.11)"><span class="pre">List</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[0.5,</span> <span class="pre">1.0,</span> <span class="pre">1.5,</span> <span class="pre">2.0,</span> <span class="pre">2.5,</span> <span class="pre">3.0,</span> <span class="pre">4.0,</span> <span class="pre">5.0]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">elevtn_map</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'wflow_dem'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">connectivity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/wflow.html#WflowModel.setup_floodplains"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.WflowModel.setup_floodplains" title="Permalink to this definition">#</a></dt>
 <dd><p>This components adds floodplain information to the model schematistation. The user can
-define what type of floodplains are required (1D or 2D), through the <cite>floodplain_type</cite>
+define what type of floodplains are required (1D or 2D), through the <code class="docutils literal notranslate"><span class="pre">floodplain_type</span></code>
 argument.</p>
-<p>If <cite>floodplain_type</cite> is set to “1d”, a floodplain profile is derived for every river
+<p>If <code class="docutils literal notranslate"><span class="pre">floodplain_type</span></code> is set to “1d”, a floodplain profile is derived for every river
 cell. It adds a map with floodplain volume per flood depth, which is used in the wflow
 1D floodplain schematisation.</p>
-<p>Note, it is important to use the same river uparea value as used in the <cite>setup_rivers</cite>
+<p>Note, it is important to use the same river uparea value as used in the <a class="reference internal" href="hydromt_wflow.WflowModel.setup_rivers.html#hydromt_wflow.WflowModel.setup_rivers" title="hydromt_wflow.WflowModel.setup_rivers"><code class="xref py py-meth docutils literal notranslate"><span class="pre">setup_rivers()</span></code></a>
 method.</p>
-<p>If <cite>floodplain_type</cite> is set to “2d”, this component adds a hydrologically conditioned
+<p>If <code class="docutils literal notranslate"><span class="pre">floodplain_type</span></code> is set to “2d”, this component adds a hydrologically conditioned
 elevation (hydrodem) map for land routing (local-inertial). For this options, landcells
 need to be conditioned to D4 flow directions otherwise pits may remain in the land
 cells.</p>
@@ -602,14 +602,14 @@ <h1>hydromt_wflow.WflowModel.setup_floodplains<a class="headerlink" href="#hydro
 likely overestimate the floodplain storage capacity.</p>
 <p>Additionally, note that the same input elevation map should be used for river bankfull
 elevation and land elevation when using local-inertial land routing.</p>
-<p>Requires <cite>setup_rivers</cite> to be executed beforehand (with <cite>river_routing</cite> set to
-<cite>local-inertial</cite>).</p>
+<p>Requires <a class="reference internal" href="hydromt_wflow.WflowModel.setup_rivers.html#hydromt_wflow.WflowModel.setup_rivers" title="hydromt_wflow.WflowModel.setup_rivers"><code class="xref py py-meth docutils literal notranslate"><span class="pre">setup_rivers()</span></code></a> to be executed beforehand (with <code class="docutils literal notranslate"><span class="pre">river_routing</span></code> set to
+“local-inertial”).</p>
 <p>Adds model layers:</p>
 <ul class="simple">
-<li><p><strong>floodplain_volume</strong> map: map with floodplain volumes, has flood depth as third</p></li>
+<li><p><strong>floodplain_volume</strong> map: map with floodplain volumes, has flood depth as third
+dimension [m3] (for 1D floodplains)</p></li>
+<li><p><strong>hydrodem</strong> map: hydrologically conditioned elevation [m+REF] (for 2D floodplains)</p></li>
 </ul>
-<p>dimension [m3] (for 1D floodplains)
-* <strong>hydrodem</strong> map: hydrologically conditioned elevation [m+REF] (for 2D floodplains)</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -633,7 +633,7 @@ <h1>hydromt_wflow.WflowModel.setup_floodplains<a class="headerlink" href="#hydro
 </dl>
 <div class="admonition seealso">
 <p class="admonition-title">See also</p>
-<p><code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.workflows.river_floodplain_volume</span></code>, <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.flw.dem_adjust.html#hydromt.flw.dem_adjust" title="(in HydroMT v0.7.2.dev0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.flw.dem_adjust</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">pyflwdir.FlwdirRaster.dem_adjust</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.setup_rivers</span></code></p>
+<p><code class="xref py py-obj docutils literal notranslate"><span class="pre">workflows.river_floodplain_volume</span></code>, <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.flw.dem_adjust.html#hydromt.flw.dem_adjust" title="(in HydroMT v0.8.1.dev0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.flw.dem_adjust</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">pyflwdir.FlwdirRaster.dem_adjust</span></code>, <a class="reference internal" href="hydromt_wflow.WflowModel.setup_rivers.html#hydromt_wflow.WflowModel.setup_rivers" title="hydromt_wflow.WflowModel.setup_rivers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_rivers</span></code></a></p>
 </div>
 </dd></dl>
 
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_gauges.html b/dev/_generated/hydromt_wflow.WflowModel.setup_gauges.html
index c0c173c3..de11739a 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_gauges.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_gauges.html
@@ -599,7 +599,7 @@ <h1>hydromt_wflow.WflowModel.setup_gauges<a class="headerlink" href="#hydromt-wf
 used to set the maximum distance to snap to the mask.</p></li>
 <li><p>snapping based on upstream area matching: : <code class="docutils literal notranslate"><span class="pre">snap_uparea=True</span></code>. The gauge locations
 are snapped to the closest matching upstream area value. Requires gauges_fn to have
-an <cite>uparea</cite> [km2] column. The closest value will be looked for in a cell window of size <code class="docutils literal notranslate"><span class="pre">wdw</span></code>
+an <code class="docutils literal notranslate"><span class="pre">uparea</span></code> [km2] column. The closest value will be looked for in a cell window of size <code class="docutils literal notranslate"><span class="pre">wdw</span></code>
 and the difference between the gauge and the closest value should be smaller than <code class="docutils literal notranslate"><span class="pre">rel_error</span></code>.</p></li>
 </ul>
 <p>If <code class="docutils literal notranslate"><span class="pre">derive_subcatch</span></code> is set to True, an additional subcatch map is derived from
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_lulcmaps.html b/dev/_generated/hydromt_wflow.WflowModel.setup_lulcmaps.html
index b625f133..bc19227e 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_lulcmaps.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_lulcmaps.html
@@ -588,7 +588,7 @@ <h1>hydromt_wflow.WflowModel.setup_lulcmaps<a class="headerlink" href="#hydromt-
 <dd><p>This component derives several wflow maps are derived based on landuse-
 landcover (LULC) data.</p>
 <p>Currently, <code class="docutils literal notranslate"><span class="pre">lulc_fn</span></code> can be set to the “vito”, “globcover”, “esa_worldcover”
-or “corine”, fo which lookup tables are constructed to convert lulc classses to
+or “corine”, of which lookup tables are constructed to convert lulc classses to
 model parameters based on literature. The data is remapped at its original
 resolution and then resampled to the model resolution using the average
 value, unless noted differently.</p>
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_rivers.html b/dev/_generated/hydromt_wflow.WflowModel.setup_rivers.html
index e835c215..f9faa6c4 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_rivers.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_rivers.html
@@ -587,28 +587,28 @@ <h1>hydromt_wflow.WflowModel.setup_rivers<a class="headerlink" href="#hydromt-wf
 <span class="sig-prename descclassname"><span class="pre">WflowModel.</span></span><span class="sig-name descname"><span class="pre">setup_rivers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hydrography_fn</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">river_geom_fn</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">river_upa</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rivdph_method</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'powlaw'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">slope_len</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">2000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_rivlen_ratio</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_rivdph</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_rivwth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">smooth_len</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">5000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rivman_mapping_fn</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'roughness_river_mapping_default'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">elevtn_map</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'wflow_dem'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">river_routing</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'kinematic-wave'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">connectivity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">8</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/wflow.html#WflowModel.setup_rivers"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.WflowModel.setup_rivers" title="Permalink to this definition">#</a></dt>
 <dd><p>This component sets the all river parameter maps.</p>
 <p>The river mask is defined by all cells with a mimimum upstream area threshold
-<cite>river_upa</cite> [km2].</p>
+<code class="docutils literal notranslate"><span class="pre">river_upa</span></code> [km2].</p>
 <p>The river length is defined as the distance from the subgrid outlet pixel to
-the next upstream subgrid outlet pixel. The <cite>min_rivlen_ratio</cite> is the minimum
+the next upstream subgrid outlet pixel. The <code class="docutils literal notranslate"><span class="pre">min_rivlen_ratio</span></code> is the minimum
 global river length to avg. cell resolution ratio and is used as a threshold in
 window based smoothing of river length.</p>
 <p>The river slope is derived from the subgrid elevation difference between pixels at a
-half distance <cite>slope_len</cite> [m] up- and downstream from the subgrid outlet pixel.</p>
+half distance <code class="docutils literal notranslate"><span class="pre">slope_len</span></code> [m] up- and downstream from the subgrid outlet pixel.</p>
 <p>The river manning roughness coefficient is derived based on reclassification
-of the streamorder map using a lookup table <cite>rivman_mapping_fn</cite>.</p>
-<p>The river width is derived from the nearest river segment in <cite>river_geom_fn</cite>.
+of the streamorder map using a lookup table <code class="docutils literal notranslate"><span class="pre">rivman_mapping_fn</span></code>.</p>
+<p>The river width is derived from the nearest river segment in <code class="docutils literal notranslate"><span class="pre">river_geom_fn</span></code>.
 Data gaps are filled by the nearest valid upstream value and averaged along
-the flow directions over a length <cite>smooth_len</cite> [m]</p>
-<p>The river depth is calculated using the <cite>rivdph_method</cite>, by default powlaw:
+the flow directions over a length <code class="docutils literal notranslate"><span class="pre">smooth_len</span></code> [m]</p>
+<p>The river depth is calculated using the <code class="docutils literal notranslate"><span class="pre">rivdph_method</span></code>, by default powlaw:
 h = hc*Qbf**hp, which is based on qbankfull discharge from the nearest river
-segment in <cite>river_geom_fn</cite> and takes optional arguments for the hc
+segment in <code class="docutils literal notranslate"><span class="pre">river_geom_fn</span></code> and takes optional arguments for the hc
 (default = 0.27) and hp (default = 0.30) parameters. For other methods see
 <code class="xref py py-meth docutils literal notranslate"><span class="pre">hydromt.workflows.river_depth()</span></code>.</p>
-<p>If <cite>river_routing</cite> is set to “local-inertial”, the bankfull elevantion map can be
+<p>If <code class="docutils literal notranslate"><span class="pre">river_routing</span></code> is set to “local-inertial”, the bankfull elevantion map can be
 conditioned based on the average cell elevation (“wflow_dem”) or subgrid outlet pixel
 elevation (“dem_subgrid”). The subgrid elevation might provide a better representation
 of the river elevation profile, however in combination with local-inertial land routing
-(see <cite>hydromt.setup_floodplains</cite>) the subgrid elevation will likely overestimate the
+(see <a class="reference internal" href="hydromt_wflow.WflowModel.setup_floodplains.html#hydromt_wflow.WflowModel.setup_floodplains" title="hydromt_wflow.WflowModel.setup_floodplains"><code class="xref py py-meth docutils literal notranslate"><span class="pre">setup_floodplains()</span></code></a>) the subgrid elevation will likely overestimate the
 floodplain storage capacity. Note that the same input elevation map should be used for
 river bankfull elevation and land elevation when using local-inertial land routing.</p>
 <p>Adds model layers:</p>
@@ -654,7 +654,7 @@ <h1>hydromt_wflow.WflowModel.setup_rivers<a class="headerlink" href="#hydromt-wf
 </dl>
 <div class="admonition seealso">
 <p class="admonition-title">See also</p>
-<p><a class="reference internal" href="hydromt_wflow.workflows.river_bathymetry.html#hydromt_wflow.workflows.river_bathymetry" title="hydromt_wflow.workflows.river_bathymetry"><code class="xref py py-obj docutils literal notranslate"><span class="pre">workflows.river_bathymetry</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.workflows.river_depth</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">pyflwdir.FlwdirRaster.river_depth</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.setup_floodplains</span></code></p>
+<p><a class="reference internal" href="hydromt_wflow.workflows.river_bathymetry.html#hydromt_wflow.workflows.river_bathymetry" title="hydromt_wflow.workflows.river_bathymetry"><code class="xref py py-obj docutils literal notranslate"><span class="pre">workflows.river_bathymetry</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.workflows.river_depth</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">pyflwdir.FlwdirRaster.river_depth</span></code>, <a class="reference internal" href="hydromt_wflow.WflowModel.setup_floodplains.html#hydromt_wflow.WflowModel.setup_floodplains" title="hydromt_wflow.WflowModel.setup_floodplains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_floodplains</span></code></a></p>
 </div>
 </dd></dl>
 
diff --git a/dev/_generated/hydromt_wflow.WflowModel.setup_staticmaps_from_raster.html b/dev/_generated/hydromt_wflow.WflowModel.setup_staticmaps_from_raster.html
index 19310f0e..55098cbb 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.setup_staticmaps_from_raster.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.setup_staticmaps_from_raster.html
@@ -588,8 +588,10 @@ <h1>hydromt_wflow.WflowModel.setup_staticmaps_from_raster<a class="headerlink" h
 <dd><p>This component adds data variable(s) from <code class="docutils literal notranslate"><span class="pre">raster_fn</span></code> to staticmaps object.
 If raster is a dataset, all variables will be added unless <code class="docutils literal notranslate"><span class="pre">variables</span></code> list is specified.
 The config toml can also be updated to include the new maps using <code class="docutils literal notranslate"><span class="pre">wflow_variables</span></code>.</p>
-<p>Adds model layers:
-* <strong>raster.name</strong> or <strong>variables</strong> staticmaps: data from raster_fn</p>
+<p>Adds model layers:</p>
+<ul class="simple">
+<li><p><strong>raster.name</strong> or <strong>variables</strong> staticmaps: data from raster_fn</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.WflowModel.write_forcing.html b/dev/_generated/hydromt_wflow.WflowModel.write_forcing.html
index d0089125..0762b5f1 100644
--- a/dev/_generated/hydromt_wflow.WflowModel.write_forcing.html
+++ b/dev/_generated/hydromt_wflow.WflowModel.write_forcing.html
@@ -585,8 +585,8 @@ <h1>hydromt_wflow.WflowModel.write_forcing<a class="headerlink" href="#hydromt-w
 <dl class="py method">
 <dt class="sig sig-object py" id="hydromt_wflow.WflowModel.write_forcing">
 <span class="sig-prename descclassname"><span class="pre">WflowModel.</span></span><span class="sig-name descname"><span class="pre">write_forcing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fn_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">freq_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunksize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">decimals</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'days</span> <span class="pre">since</span> <span class="pre">1900-01-01T00:00:00'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/wflow.html#WflowModel.write_forcing"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.WflowModel.write_forcing" title="Permalink to this definition">#</a></dt>
-<dd><p>write forcing at <cite>fn_out</cite> in model ready format.</p>
-<p>If no <cite>fn_out</cite> path is provided and path_forcing from the  wflow toml exists,
+<dd><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p>
+<p>If no <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> path is provided and path_forcing from the  wflow toml exists,
 the following default filenames are used:</p>
 <blockquote>
 <div><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.html
index 5ba16a7c..da7d17f8 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.html
@@ -803,7 +803,7 @@ <h1>hydromt_wflow.WflowSedimentModel<a class="headerlink" href="#hydromt-wflow-w
 <td><p>Write the data catalog to data_lib_fn.</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="hydromt_wflow.WflowSedimentModel.write_forcing.html#hydromt_wflow.WflowSedimentModel.write_forcing" title="hydromt_wflow.WflowSedimentModel.write_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_forcing</span></code></a>([fn_out, freq_out, chunksize, ...])</p></td>
-<td><p>write forcing at <cite>fn_out</cite> in model ready format.</p></td>
+<td><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p></td>
 </tr>
 <tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_geoms</span></code>([fn])</p></td>
 <td><p>Write model geometries to a vector file (by default GeoJSON) at &lt;root&gt;/&lt;fn&gt;.</p></td>
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.set_staticgeoms.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.set_staticgeoms.html
index 729951c3..93e60236 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.set_staticgeoms.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.set_staticgeoms.html
@@ -587,7 +587,7 @@ <h1>hydromt_wflow.WflowSedimentModel.set_staticgeoms<a class="headerlink" href="
 <span class="sig-prename descclassname"><span class="pre">WflowSedimentModel.</span></span><span class="sig-name descname"><span class="pre">set_staticgeoms</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">geom</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="(in GeoPandas v0.13.2)"><span class="pre">GeoDataFrame</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.html#geopandas.GeoSeries" title="(in GeoPandas v0.13.2)"><span class="pre">GeoSeries</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#hydromt_wflow.WflowSedimentModel.set_staticgeoms" title="Permalink to this definition">#</a></dt>
 <dd><p>Set the geometries.</p>
 <p>This method will be deprecated in future versions,
-use <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.Model.set_geoms.html#hydromt.Model.set_geoms" title="(in HydroMT v0.7.2.dev0)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">set_geoms()</span></code></a>.</p>
+use <a class="reference external" href="https://deltares.github.io/hydromt/latest/_generated/hydromt.Model.set_geoms.html#hydromt.Model.set_geoms" title="(in HydroMT v0.8.1.dev0)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">set_geoms()</span></code></a>.</p>
 </dd></dl>
 
 </section>
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_areamap.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_areamap.html
index 4e1024ff..c35c0f78 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_areamap.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_areamap.html
@@ -585,15 +585,20 @@ <h1>hydromt_wflow.WflowSedimentModel.setup_areamap<a class="headerlink" href="#h
 <dl class="py method">
 <dt class="sig sig-object py" id="hydromt_wflow.WflowSedimentModel.setup_areamap">
 <span class="sig-prename descclassname"><span class="pre">WflowSedimentModel.</span></span><span class="sig-name descname"><span class="pre">setup_areamap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">area_fn</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">col2raster</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodata</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><span class="pre">int</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#hydromt_wflow.WflowSedimentModel.setup_areamap" title="Permalink to this definition">#</a></dt>
-<dd><p>Setup area map from vector data to save wflow outputs for specific area.
-Adds model layer:
-* <strong>col2raster</strong> map:  output area data map
-:param area_fn: Name of vector data corresponding to wflow output area.
-:type area_fn: str
-:param col2raster: Name of the column from the vector file to rasterize.
-:type col2raster: str
-:param nodata: Nodata value to use when rasterizing. Should match the dtype of col2raster. By default -1.
-:type nodata: int/float, optional</p>
+<dd><p>Setup area map from vector data to save wflow outputs for specific area.</p>
+<p>Adds model layer:</p>
+<ul class="simple">
+<li><p><strong>col2raster</strong> map:  output area data map</p></li>
+</ul>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>area_fn</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a>) – Name of vector data corresponding to wflow output area.</p></li>
+<li><p><strong>col2raster</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a>) – Name of the column from the vector file to rasterize.</p></li>
+<li><p><strong>nodata</strong> (<em>int/float</em><em>, </em><em>optional</em>) – Nodata value to use when rasterizing. Should match the dtype of col2raster. By default -1.</p></li>
+</ul>
+</dd>
+</dl>
 </dd></dl>
 
 </section>
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_outlets.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_outlets.html
index 300308b1..c0dfffde 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_outlets.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_outlets.html
@@ -586,29 +586,21 @@ <h1>hydromt_wflow.WflowSedimentModel.setup_outlets<a class="headerlink" href="#h
 <dt class="sig sig-object py" id="hydromt_wflow.WflowSedimentModel.setup_outlets">
 <span class="sig-prename descclassname"><span class="pre">WflowSedimentModel.</span></span><span class="sig-name descname"><span class="pre">setup_outlets</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">river_only</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">toml_output</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'csv'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gauge_toml_header</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">['TSS']</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gauge_toml_param</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">['lateral.river.SSconc']</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/wflow_sediment.html#WflowSedimentModel.setup_outlets"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.WflowSedimentModel.setup_outlets" title="Permalink to this definition">#</a></dt>
 <dd><p>This components sets the default gauge map based on basin outlets.</p>
-<blockquote>
-<div><p>Adds model layers:</p>
+<p>Adds model layers:</p>
 <ul class="simple">
 <li><p><strong>wflow_gauges</strong> map: gauge IDs map from catchment outlets [-]</p></li>
 <li><p><strong>gauges</strong> geom: polygon of catchment outlets</p></li>
 </ul>
-<dl class="simple">
-<dt>river_only<span class="classifier">bool, optional</span></dt><dd><p>Only derive outlet locations if they are located on a river instead of locations for all catchments, by default True.</p>
-</dd>
-</dl>
-</div></blockquote>
-<dl>
-<dt>toml_output<span class="classifier">str, optional</span></dt><dd><blockquote>
-<div><p>One of [‘csv’, ‘netcdf’, None] to update [csv] or [netcdf] section of wflow toml file or do nothing. By default, ‘csv’.</p>
-</div></blockquote>
-<dl class="simple">
-<dt>gauge_toml_header<span class="classifier">list, optional</span></dt><dd><p>Save specific model parameters in csv section. This option defines the header of the csv file./
-By default saves TSS (for lateral.river.SSconc).</p>
-</dd>
-<dt>gauge_toml_param: list, optional</dt><dd><p>Save specific model parameters in csv section. This option defines the wflow variable corresponding to the/
-names in gauge_toml_header. By default saves lateral.river.SSconc (for TSS).</p>
-</dd>
-</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>river_only</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.11)"><em>bool</em></a><em>, </em><em>optional</em>) – Only derive outlet locations if they are located on a river instead of locations for all catchments, by default True.</p></li>
+<li><p><strong>toml_output</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em>) – One of [‘csv’, ‘netcdf’, None] to update [csv] or [netcdf] section of wflow toml file or do nothing. By default, ‘csv’.</p></li>
+<li><p><strong>gauge_toml_header</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.11)"><em>list</em></a><em>, </em><em>optional</em>) – Save specific model parameters in csv section. This option defines the header of the csv file./
+By default saves TSS (for lateral.river.SSconc).</p></li>
+<li><p><strong>gauge_toml_param</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.11)"><em>list</em></a><em>, </em><em>optional</em>) – Save specific model parameters in csv section. This option defines the wflow variable corresponding to the/
+names in gauge_toml_header. By default saves lateral.river.SSconc (for TSS).</p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_rivers.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_rivers.html
index fb7f868d..4c02dbb9 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_rivers.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_rivers.html
@@ -589,7 +589,7 @@ <h1>hydromt_wflow.WflowSedimentModel.setup_rivers<a class="headerlink" href="#hy
 river_routing key from the config</p>
 <div class="admonition seealso">
 <p class="admonition-title">See also</p>
-<p><code class="xref py py-obj docutils literal notranslate"><span class="pre">hydromt.WflowModel.setup_rivers</span></code></p>
+<p><a class="reference internal" href="hydromt_wflow.WflowModel.setup_rivers.html#hydromt_wflow.WflowModel.setup_rivers" title="hydromt_wflow.WflowModel.setup_rivers"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WflowModel.setup_rivers</span></code></a></p>
 </div>
 </dd></dl>
 
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster.html
index b7da768b..eeaeedab 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster.html
@@ -588,8 +588,10 @@ <h1>hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster<a class="heade
 <dd><p>This component adds data variable(s) from <code class="docutils literal notranslate"><span class="pre">raster_fn</span></code> to staticmaps object.
 If raster is a dataset, all variables will be added unless <code class="docutils literal notranslate"><span class="pre">variables</span></code> list is specified.
 The config toml can also be updated to include the new maps using <code class="docutils literal notranslate"><span class="pre">wflow_variables</span></code>.</p>
-<p>Adds model layers:
-* <strong>raster.name</strong> or <strong>variables</strong> staticmaps: data from raster_fn</p>
+<p>Adds model layers:</p>
+<ul class="simple">
+<li><p><strong>raster.name</strong> or <strong>variables</strong> staticmaps: data from raster_fn</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.WflowSedimentModel.write_forcing.html b/dev/_generated/hydromt_wflow.WflowSedimentModel.write_forcing.html
index ace5b697..e9774058 100644
--- a/dev/_generated/hydromt_wflow.WflowSedimentModel.write_forcing.html
+++ b/dev/_generated/hydromt_wflow.WflowSedimentModel.write_forcing.html
@@ -585,8 +585,8 @@ <h1>hydromt_wflow.WflowSedimentModel.write_forcing<a class="headerlink" href="#h
 <dl class="py method">
 <dt class="sig sig-object py" id="hydromt_wflow.WflowSedimentModel.write_forcing">
 <span class="sig-prename descclassname"><span class="pre">WflowSedimentModel.</span></span><span class="sig-name descname"><span class="pre">write_forcing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fn_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">freq_out</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunksize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">decimals</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'days</span> <span class="pre">since</span> <span class="pre">1900-01-01T00:00:00'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#hydromt_wflow.WflowSedimentModel.write_forcing" title="Permalink to this definition">#</a></dt>
-<dd><p>write forcing at <cite>fn_out</cite> in model ready format.</p>
-<p>If no <cite>fn_out</cite> path is provided and path_forcing from the  wflow toml exists,
+<dd><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p>
+<p>If no <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> path is provided and path_forcing from the  wflow toml exists,
 the following default filenames are used:</p>
 <blockquote>
 <div><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.workflows.glacierattrs.html b/dev/_generated/hydromt_wflow.workflows.glacierattrs.html
index ac1e761e..7cad66b3 100644
--- a/dev/_generated/hydromt_wflow.workflows.glacierattrs.html
+++ b/dev/_generated/hydromt_wflow.workflows.glacierattrs.html
@@ -586,23 +586,27 @@ <h1>hydromt_wflow.workflows.glacierattrs<a class="headerlink" href="#hydromt-wfl
 <dt class="sig sig-object py" id="hydromt_wflow.workflows.glacierattrs">
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">glacierattrs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">gdf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">TT=1.3</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">Cfmax=5.3</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">SIfrac=0.002</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">id_column='simple_id'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.glaciers</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/glaciers.html#glacierattrs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.glacierattrs" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns glacier intbls (see list below).</p>
-<p>The following glacier intbls are calculated:    - glacTempThresh: glacier temperature threshold [°C]    - glacCfmax: glacier melting factor [mm/(°C*day)]    - glacSIfrac: fraction of snowpack converted into ice and added to glacier storage [-]
-:param gdf: GeoDataFrame containing glacier geometries and attributes.
-:type gdf: geopandas.GeoDataFrame
-:param TT: Default value for glacier temperature threshold.
-:type TT: float, optional
-:param Cfmax: Default value for glacier melting factor.
-:type Cfmax: float, optional
-:param SIfrac: Default value for fraction of snowpack converted into ice and added to glacier storage.
-:type SIfrac: float, optional
-:param id_column: Column used for the glacier IDs, see data/data_sources.yml.
-:type id_column: str, optional, one of “simple_id”, “C3S_id”, “RGI_id”, or “GLIMS_id”</p>
+<p>The following glacier intbls are calculated:</p>
+<ul class="simple">
+<li><p>glacTempThresh: glacier temperature threshold [°C]</p></li>
+<li><p>glacCfmax: glacier melting factor [mm/(°C*day)]</p></li>
+<li><p>glacSIfrac: fraction of snowpack converted into ice and added to glacier storage [-]</p></li>
+</ul>
 <dl class="field-list simple">
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>df_out</strong> – DataFrame containing glacier attributes.</p>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>gdf</strong> (<a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="(in GeoPandas v0.13.2)"><em>geopandas.GeoDataFrame</em></a>) – GeoDataFrame containing glacier geometries and attributes.</p></li>
+<li><p><strong>TT</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><em>float</em></a><em>, </em><em>optional</em>) – Default value for glacier temperature threshold.</p></li>
+<li><p><strong>Cfmax</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><em>float</em></a><em>, </em><em>optional</em>) – Default value for glacier melting factor.</p></li>
+<li><p><strong>SIfrac</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.11)"><em>float</em></a><em>, </em><em>optional</em>) – Default value for fraction of snowpack converted into ice and added to glacier storage.</p></li>
+<li><p><strong>id_column</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em><em>, </em><em>one</em><em> of </em><em>&quot;simple_id&quot;</em><em>, </em><em>&quot;C3S_id&quot;</em><em>, </em><em>&quot;RGI_id&quot;</em><em>, or </em><em>&quot;GLIMS_id&quot;</em>) – Column used for the glacier IDs, see data/data_sources.yml.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>df_out</strong> – DataFrame containing glacier attributes.</p>
 </dd>
-<dt class="field-even">Return type<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference external" href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html#pandas.DataFrame" title="(in pandas v2.0.3)">pandas.DataFrame</a></p>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html#pandas.DataFrame" title="(in pandas v2.0.3)">pandas.DataFrame</a></p>
 </dd>
 </dl>
 </dd></dl>
diff --git a/dev/_generated/hydromt_wflow.workflows.glaciermaps.html b/dev/_generated/hydromt_wflow.workflows.glaciermaps.html
index 6193f879..2b0523d9 100644
--- a/dev/_generated/hydromt_wflow.workflows.glaciermaps.html
+++ b/dev/_generated/hydromt_wflow.workflows.glaciermaps.html
@@ -586,19 +586,25 @@ <h1>hydromt_wflow.workflows.glaciermaps<a class="headerlink" href="#hydromt-wflo
 <dt class="sig sig-object py" id="hydromt_wflow.workflows.glaciermaps">
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">glaciermaps</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">gdf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ds_like</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">id_column='simple_id'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">elevtn_name='elevtn'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.glaciers</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/glaciers.html#glaciermaps"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.glaciermaps" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns glacier maps (see list below) at model resolution.</p>
-<p>The following glacier maps are calculated:    - wflow_glacierareas: glacier IDs [ID]    - wflow_glacierfrac: area fraction of glacier per cell [-]    - wflow_glacierstore: storage (volume) of glacier per cell [mm]
-:param gdf: GeoDataFrame containing glacier geometries and attributes.
-:type gdf: geopandas.GeoDataFrame
-:param ds_like: Dataset at model resolution.
-:type ds_like: xarray.DataArray
-:param id_column: Column used for the glacier IDs, see data/data_sources.yml.
-:type id_column: str, optional, one of “simple_id”, “C3S_id”, “RGI_id”, or “GLIMS_id”</p>
+<p>The following glacier maps are calculated:</p>
+<ul class="simple">
+<li><p>wflow_glacierareas: glacier IDs [ID]</p></li>
+<li><p>wflow_glacierfrac: area fraction of glacier per cell [-]</p></li>
+<li><p>wflow_glacierstore: storage (volume) of glacier per cell [mm]</p></li>
+</ul>
 <dl class="field-list simple">
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>ds_out</strong> – Dataset containing gridded glacier data</p>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>gdf</strong> (<a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="(in GeoPandas v0.13.2)"><em>geopandas.GeoDataFrame</em></a>) – GeoDataFrame containing glacier geometries and attributes.</p></li>
+<li><p><strong>ds_like</strong> (<a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.DataArray.html#xarray.DataArray" title="(in xarray v2023.7.1.dev0)"><em>xarray.DataArray</em></a>) – Dataset at model resolution.</p></li>
+<li><p><strong>id_column</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em><em>, </em><em>one</em><em> of </em><em>&quot;simple_id&quot;</em><em>, </em><em>&quot;C3S_id&quot;</em><em>, </em><em>&quot;RGI_id&quot;</em><em>, or </em><em>&quot;GLIMS_id&quot;</em>) – Column used for the glacier IDs, see data/data_sources.yml.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ds_out</strong> – Dataset containing gridded glacier data</p>
 </dd>
-<dt class="field-even">Return type<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2023.7.1.dev0)">xarray.Dataset</a></p>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2023.7.1.dev0)">xarray.Dataset</a></p>
 </dd>
 </dl>
 </dd></dl>
diff --git a/dev/_generated/hydromt_wflow.workflows.lakeattrs.html b/dev/_generated/hydromt_wflow.workflows.lakeattrs.html
index 833da4a4..f2d69a89 100644
--- a/dev/_generated/hydromt_wflow.workflows.lakeattrs.html
+++ b/dev/_generated/hydromt_wflow.workflows.lakeattrs.html
@@ -587,7 +587,20 @@ <h1>hydromt_wflow.workflows.lakeattrs<a class="headerlink" href="#hydromt-wflow-
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">lakeattrs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ds:</span> <span class="pre">~xarray.core.dataset.Dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gdf:</span> <span class="pre">~geopandas.geodataframe.GeoDataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rating_dict:</span> <span class="pre">dict</span> <span class="pre">=</span> <span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_maxstorage:</span> <span class="pre">bool</span> <span class="pre">=</span> <span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.waterbodies</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/waterbodies.html#lakeattrs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.lakeattrs" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns lake attributes (see list below) needed for modelling.
 If rating_dict is not empty, prepares also rating tables for wflow</p>
-<p>The following reservoir attributes are calculated:    - waterbody_id : waterbody id    - LakeArea : lake area [m2]    - LakeAvgLevel: lake average level [m]    - LakeAvgOut: lake average outflow [m3/s]    - Lake_b: lake rating curve coefficient [-]    - Lake_e: lake rating curve exponent [-]    - LakeStorFunc: option to compute storage curve [-]    - LakeOutflowFunc: option to compute rating curve [-]    - LakeThreshold: minimium threshold for lake outflow [m]    - LinkedLakeLocs: id of linked lake location if any    - LakeMaxStorage: maximum storage [m3] (optional)</p>
+<p>The following reservoir attributes are calculated:</p>
+<ul class="simple">
+<li><p>waterbody_id : waterbody id</p></li>
+<li><p>LakeArea : lake area [m2]</p></li>
+<li><p>LakeAvgLevel: lake average level [m]</p></li>
+<li><p>LakeAvgOut: lake average outflow [m3/s]</p></li>
+<li><p>Lake_b: lake rating curve coefficient [-]</p></li>
+<li><p>Lake_e: lake rating curve exponent [-]</p></li>
+<li><p>LakeStorFunc: option to compute storage curve [-]</p></li>
+<li><p>LakeOutflowFunc: option to compute rating curve [-]</p></li>
+<li><p>LakeThreshold: minimium threshold for lake outflow [m]</p></li>
+<li><p>LinkedLakeLocs: id of linked lake location if any</p></li>
+<li><p>LakeMaxStorage: maximum storage [m3] (optional)</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.workflows.landuse.html b/dev/_generated/hydromt_wflow.workflows.landuse.html
index 9ebd9b51..65ea6965 100644
--- a/dev/_generated/hydromt_wflow.workflows.landuse.html
+++ b/dev/_generated/hydromt_wflow.workflows.landuse.html
@@ -588,7 +588,10 @@ <h1>hydromt_wflow.workflows.landuse<a class="headerlink" href="#hydromt-wflow-wo
 <dd><p>Returns landuse map and related parameter maps.
 The parameter maps are prepared based on landuse map and
 mapping table as provided in the generic data folder of hydromt.</p>
-<p>The following topography maps are calculated:    - TODO</p>
+<p>The following topography maps are calculated:</p>
+<ul class="simple">
+<li><p>TODO</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.workflows.reservoirattrs.html b/dev/_generated/hydromt_wflow.workflows.reservoirattrs.html
index 3e9601d7..edeaafb1 100644
--- a/dev/_generated/hydromt_wflow.workflows.reservoirattrs.html
+++ b/dev/_generated/hydromt_wflow.workflows.reservoirattrs.html
@@ -588,17 +588,22 @@ <h1>hydromt_wflow.workflows.reservoirattrs<a class="headerlink" href="#hydromt-w
 <dd><p>Returns reservoir attributes (see list below) needed for modelling.
 When specified, some of the reservoir attributes can be derived from earth observation data.
 Two options are currently available: 1. Global Water Watch data (Deltares, 2022) using gwwapi and 2. JRC (Peker, 2016) using hydroengine.</p>
-<p>The following reservoir attributes are calculated:    - resmaxvolume : reservoir maximum volume [m3]    - resarea : reservoir area [m2]    - resdemand : reservoir demand flow [m3/s]    - resmaxrelease : reservoir maximum release flow [m3/s]    - resfullfrac : reservoir targeted full volume fraction [m3/m3]    - resminfrac : reservoir targeted minimum volume fraction [m3/m3]
-:param gdf: GeoDataFrame containing reservoirs geometries and attributes.
-:type gdf: geopandas.GeoDataFrame
-:param timeseries_fn: Name of database from which time series of reservoir surface water area will be retrieved.</p>
-<blockquote>
-<div><p>Currently available: [‘jrc’, ‘gww’]
-Defaults to Deltares’ Global Water Watch database.</p>
-</div></blockquote>
+<p>The following reservoir attributes are calculated:</p>
+<ul class="simple">
+<li><p>resmaxvolume : reservoir maximum volume [m3]</p></li>
+<li><p>resarea : reservoir area [m2]</p></li>
+<li><p>resdemand : reservoir demand flow [m3/s]</p></li>
+<li><p>resmaxrelease : reservoir maximum release flow [m3/s]</p></li>
+<li><p>resfullfrac : reservoir targeted full volume fraction [m3/m3]</p></li>
+<li><p>resminfrac : reservoir targeted minimum volume fraction [m3/m3]</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
+<li><p><strong>gdf</strong> (<a class="reference external" href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="(in GeoPandas v0.13.2)"><em>geopandas.GeoDataFrame</em></a>) – GeoDataFrame containing reservoirs geometries and attributes.</p></li>
+<li><p><strong>timeseries_fn</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em>) – Name of database from which time series of reservoir surface water area will be retrieved.
+Currently available: [‘jrc’, ‘gww’]
+Defaults to Deltares’ Global Water Watch database.</p></li>
 <li><p><strong>perc_norm</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><em>int</em></a><em>, </em><em>optional</em>) – Percentile for normal (operational) surface area</p></li>
 <li><p><strong>perc_min</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.11)"><em>int</em></a><em>, </em><em>optional</em>) – Percentile for minimal (operational) surface area</p></li>
 </ul>
diff --git a/dev/_generated/hydromt_wflow.workflows.river.html b/dev/_generated/hydromt_wflow.workflows.river.html
index 735c450f..7ae8fa7d 100644
--- a/dev/_generated/hydromt_wflow.workflows.river.html
+++ b/dev/_generated/hydromt_wflow.workflows.river.html
@@ -586,9 +586,15 @@ <h1>hydromt_wflow.workflows.river<a class="headerlink" href="#hydromt-wflow-work
 <dt class="sig sig-object py" id="hydromt_wflow.workflows.river">
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">river</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ds</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ds_model=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">river_upa=30.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">slope_len=2000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_rivlen_ratio=0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">channel_dir='up'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.river</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/river.html#river"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.river" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns river maps</p>
-<p>The output maps are:    - rivmsk : river mask based on upstream area threshold on upstream area    - rivlen : river length [m]    - rivslp : smoothed river slope [m/m]    - rivzs : elevation of the river bankfull height based on pixel outlet
-- rivwth : river width at pixel outlet (if in ds)
-- qbankfull : bankfull discharge at pixel outlet (if in ds)</p>
+<p>The output maps are:</p>
+<ul class="simple">
+<li><p>rivmsk : river mask based on upstream area threshold on upstream area</p></li>
+<li><p>rivlen : river length [m]</p></li>
+<li><p>rivslp : smoothed river slope [m/m]</p></li>
+<li><p>rivzs : elevation of the river bankfull height based on pixel outlet</p></li>
+<li><p>rivwth : river width at pixel outlet (if in ds)</p></li>
+<li><p>qbankfull : bankfull discharge at pixel outlet (if in ds)</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.workflows.soilgrids.html b/dev/_generated/hydromt_wflow.workflows.soilgrids.html
index f3c127d0..e5bfaacb 100644
--- a/dev/_generated/hydromt_wflow.workflows.soilgrids.html
+++ b/dev/_generated/hydromt_wflow.workflows.soilgrids.html
@@ -593,12 +593,29 @@ <h1>hydromt_wflow.workflows.soilgrids<a class="headerlink" href="#hydromt-wflow-
 Ref: de Sousa, L.M., Poggio, L., Batjes, N.H., Heuvelink, G., Kempen, B., Riberio, E. and Rossiter, D., 2020.
 SoilGrids 2.0: producing quality-assessed soil information for the globe. SOIL Discussions, pp.1-37.
 <a class="reference external" href="https://doi.org/10.5194/soil-2020-65">https://doi.org/10.5194/soil-2020-65</a></p>
-<dl>
-<dt>The following soil parameter maps are calculated:    - <cite>thetaS</cite><span class="classifier">average saturated soil water content [m3/m3]    - <cite>thetaR</cite></span><span class="classifier">average residual water content [m3/m3]    - <cite>KsatVer</cite></span><span class="classifier">vertical saturated hydraulic conductivity at soil surface [mm/day]    - <cite>SoilThickness</cite></span><span class="classifier">soil thickness [mm]    - <cite>SoilMinThickness</cite></span><span class="classifier">minimum soil thickness [mm] (equal to SoilThickness)    - <cite>M</cite></span><span class="classifier">model parameter [mm] that controls exponential decline of KsatVer with soil depth</span></dt><dd><p>(fitted with curve_fit (scipy.optimize)), bounds of M are checked    - <cite>M_</cite>                : model parameter [mm] that controls exponential decline of KsatVer with soil depth
-(fitted with numpy linalg regression), bounds of <cite>M_`are checked    - `M_original</cite>        : <cite>M</cite> without checking bounds    - <cite>M_original_</cite>       : <cite>M_`without checking bounds    - `f</cite>                 : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with curve_fit (scipy.optimize)), bounds are checked    - <cite>f_</cite>                : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with numpy linalg regression), bounds are checked    - <cite>c_0</cite>               : Brooks Corey coefficient [-] based on pore size distribution index at depth
-1st soil layer (100 mm) wflow_sbm    - <cite>c_1</cite>               : idem <cite>c_0</cite> at depth 2nd soil layer (400 mm) wflow_sbm    - <cite>c_2</cite>               : idem <cite>c_0</cite> at depth 3rd soil layer (1200 mm) wflow_sbm    - <cite>c_3</cite>               : idem <cite>c_0</cite> at depth 4th soil layer (&gt; 1200 mm) wflow_sbm    - <cite>KsatVer_[z]cm</cite>     : KsatVer [mm/day] at soil depths [z] of SoilGrids data [0.0, 5.0, 15.0, 30.0, 60.0, 100.0, 200.0]    - <cite>wflow_soil</cite>        : USDA Soil texture based on percentage clay, silt, sand mapping: [1:Clay, 2:Silty Clay, 3:Silty Clay-Loam, 4:Sandy Clay, 5:Sandy Clay-Loam, 6:Clay-Loam, 7:Silt, 8:Silt-Loam, 9:Loam, 10:Sand, 11: Loamy Sand, 12:Sandy Loam]</p>
-</dd>
-</dl>
+<p>The following soil parameter maps are calculated:</p>
+<ul class="simple">
+<li><p><strong>thetaS</strong> : average saturated soil water content [m3/m3]</p></li>
+<li><p><strong>thetaR</strong> : average residual water content [m3/m3]</p></li>
+<li><p><strong>KsatVer</strong> : vertical saturated hydraulic conductivity at soil surface [mm/day]</p></li>
+<li><p><strong>SoilThickness</strong> : soil thickness [mm]</p></li>
+<li><p><strong>SoilMinThickness</strong> : minimum soil thickness [mm] (equal to SoilThickness)</p></li>
+<li><p><strong>M</strong> : model parameter [mm] that controls exponential decline of KsatVer with soil depth
+(fitted with curve_fit (scipy.optimize)), bounds of <strong>M</strong> are checked</p></li>
+<li><p><strong>M_</strong> : model parameter [mm] that controls exponential decline of KsatVer with soil depth
+(fitted with numpy linalg regression), bounds of <strong>M_</strong> are checked</p></li>
+<li><p><strong>M_original</strong> : <strong>M</strong> without checking bounds</p></li>
+<li><p><strong>M_original_</strong> : <strong>M_</strong> without checking bounds</p></li>
+<li><p><strong>f</strong> : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with curve_fit (scipy.optimize)), bounds are checked</p></li>
+<li><p><strong>f_</strong> : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with numpy linalg regression), bounds are checked</p></li>
+<li><p><strong>c_0</strong> : Brooks Corey coefficient [-] based on pore size distribution index at depth 1st
+soil layer (100 mm) wflow_sbm</p></li>
+<li><p><strong>c_1</strong> : idem <strong>c_0</strong> at depth 2nd soil layer (400 mm) wflow_sbm</p></li>
+<li><p><strong>c_2</strong> : idem <strong>c_0</strong> at depth 3rd soil layer (1200 mm) wflow_sbm</p></li>
+<li><p><strong>c_3</strong> : idem <strong>c_0</strong> at depth 4th soil layer (&gt; 1200 mm) wflow_sbm</p></li>
+<li><p><strong>KsatVer_[z]cm</strong> : KsatVer [mm/day] at soil depths [z] of SoilGrids data [0.0, 5.0, 15.0, 30.0, 60.0, 100.0, 200.0]</p></li>
+<li><p><strong>wflow_soil</strong> : USDA Soil texture based on percentage clay, silt, sand mapping: [1:Clay, 2:Silty Clay, 3:Silty Clay-Loam, 4:Sandy Clay, 5:Sandy Clay-Loam, 6:Clay-Loam, 7:Silt, 8:Silt-Loam, 9:Loam, 10:Sand, 11: Loamy Sand, 12:Sandy Loam]</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
diff --git a/dev/_generated/hydromt_wflow.workflows.soilgrids_sediment.html b/dev/_generated/hydromt_wflow.workflows.soilgrids_sediment.html
index 8d838d76..f9c91bfd 100644
--- a/dev/_generated/hydromt_wflow.workflows.soilgrids_sediment.html
+++ b/dev/_generated/hydromt_wflow.workflows.soilgrids_sediment.html
@@ -587,19 +587,27 @@ <h1>hydromt_wflow.workflows.soilgrids_sediment<a class="headerlink" href="#hydro
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">soilgrids_sediment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ds</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ds_like</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">usleK_method</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.soilgrids</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/soilgrids.html#soilgrids_sediment"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.soilgrids_sediment" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns soil parameter maps for sediment modelling at model resolution based on soil
 properties from SoilGrids dataset.</p>
-<p>The following soil parameter maps are calculated:        - PercentClay: clay content of the topsoil [%]        - PercentSilt: silt content of the topsoil [%]        - PercentOC: organic carbon in the topsoil [%]        - ErosK: mean detachability of the soil (Morgan et al., 1998) [g/J]        - USLE_K: soil erodibility factor from the USLE equation [-]
-:param ds: Dataset containing soil properties.
-:type ds: xarray.Dataset
-:param ds_like: Dataset at model resolution.
-:type ds_like: xarray.DataArray
-:param usleK_method: Method to use for calculation of USLE_K {“renard”, “epic”}.
-:type usleK_method: str</p>
+<p>The following soil parameter maps are calculated:</p>
+<ul class="simple">
+<li><p>PercentClay: clay content of the topsoil [%]</p></li>
+<li><p>PercentSilt: silt content of the topsoil [%]</p></li>
+<li><p>PercentOC: organic carbon in the topsoil [%]</p></li>
+<li><p>ErosK: mean detachability of the soil (Morgan et al., 1998) [g/J]</p></li>
+<li><p>USLE_K: soil erodibility factor from the USLE equation [-]</p></li>
+</ul>
 <dl class="field-list simple">
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>ds_out</strong> – Dataset containing gridded soil parameters for sediment modelling.</p>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>ds</strong> (<a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2023.7.1.dev0)"><em>xarray.Dataset</em></a>) – Dataset containing soil properties.</p></li>
+<li><p><strong>ds_like</strong> (<a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.DataArray.html#xarray.DataArray" title="(in xarray v2023.7.1.dev0)"><em>xarray.DataArray</em></a>) – Dataset at model resolution.</p></li>
+<li><p><strong>usleK_method</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a>) – Method to use for calculation of USLE_K {“renard”, “epic”}.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ds_out</strong> – Dataset containing gridded soil parameters for sediment modelling.</p>
 </dd>
-<dt class="field-even">Return type<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2023.7.1.dev0)">xarray.Dataset</a></p>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2023.7.1.dev0)">xarray.Dataset</a></p>
 </dd>
 </dl>
 </dd></dl>
diff --git a/dev/_generated/hydromt_wflow.workflows.topography.html b/dev/_generated/hydromt_wflow.workflows.topography.html
index cc8c159c..fa52457d 100644
--- a/dev/_generated/hydromt_wflow.workflows.topography.html
+++ b/dev/_generated/hydromt_wflow.workflows.topography.html
@@ -587,20 +587,23 @@ <h1>hydromt_wflow.workflows.topography<a class="headerlink" href="#hydromt-wflow
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">topography</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ds:</span> <span class="pre">~xarray.core.dataset.Dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ds_like:</span> <span class="pre">~xarray.core.dataset.Dataset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">elevtn_name:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'elevtn'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lndslp_name:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'lndslp'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method:</span> <span class="pre">str</span> <span class="pre">=</span> <span class="pre">'average'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.basemaps</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/basemaps.html#topography"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.topography" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns topography maps (see list below) at model resolution based on gridded
 elevation data input.</p>
-<p>The following topography maps are calculated:    - elevtn : average elevation [m]    - lndslp : average land surface slope [m/m]
-:param ds: Dataset containing gridded flow direction and elevation data.
-:type ds: xarray.DataArray
-:param ds_like: Dataset at model resolution.
-:type ds_like: xarray.DataArray
-:param elevtn_name: Name of elevation [m] and land surface slope [m/m] variables in ds
-:type elevtn_name: str, optional
-:param lndslp_name: Name of elevation [m] and land surface slope [m/m] variables in ds
-:type lndslp_name: str, optional
-:param method: Resample method used to reproject the input data, by default “average”
-:type method: str, optional</p>
+<p>The following topography maps are calculated:</p>
+<ul class="simple">
+<li><p>elevtn : average elevation [m]</p></li>
+<li><p>lndslp : average land surface slope [m/m]</p></li>
+</ul>
 <dl class="field-list simple">
-<dt class="field-odd">Returns<span class="colon">:</span></dt>
-<dd class="field-odd"><p><ul class="simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>ds</strong> (<a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.DataArray.html#xarray.DataArray" title="(in xarray v2023.7.1.dev0)"><em>xarray.DataArray</em></a>) – Dataset containing gridded flow direction and elevation data.</p></li>
+<li><p><strong>ds_like</strong> (<a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.DataArray.html#xarray.DataArray" title="(in xarray v2023.7.1.dev0)"><em>xarray.DataArray</em></a>) – Dataset at model resolution.</p></li>
+<li><p><strong>elevtn_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em>) – Name of elevation [m] and land surface slope [m/m] variables in ds</p></li>
+<li><p><strong>lndslp_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em>) – Name of elevation [m] and land surface slope [m/m] variables in ds</p></li>
+<li><p><strong>method</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.11)"><em>str</em></a><em>, </em><em>optional</em>) – Resample method used to reproject the input data, by default “average”</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><ul class="simple">
 <li><p><strong>ds_out</strong> (<em>xarray.DataArray</em>) – Dataset containing gridded hydrography data</p></li>
 <li><p><strong>flwdir_out</strong> (<em>pyflwdir.FlwdirRaster</em>) – Flow direction raster object.</p></li>
 </ul>
diff --git a/dev/_generated/hydromt_wflow.workflows.waterbodymaps.html b/dev/_generated/hydromt_wflow.workflows.waterbodymaps.html
index c845f25c..7f0c065d 100644
--- a/dev/_generated/hydromt_wflow.workflows.waterbodymaps.html
+++ b/dev/_generated/hydromt_wflow.workflows.waterbodymaps.html
@@ -587,7 +587,11 @@ <h1>hydromt_wflow.workflows.waterbodymaps<a class="headerlink" href="#hydromt-wf
 <span class="sig-prename descclassname"><span class="pre">hydromt_wflow.workflows.</span></span><span class="sig-name descname"><span class="pre">waterbodymaps</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">gdf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ds_like</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">wb_type='reservoir'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">uparea_name='uparea'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logger=&lt;Logger</span> <span class="pre">hydromt_wflow.workflows.waterbodies</span> <span class="pre">(WARNING)&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/hydromt_wflow/workflows/waterbodies.html#waterbodymaps"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#hydromt_wflow.workflows.waterbodymaps" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns waterbody (reservoir/lake) maps (see list below) at model resolution based on gridded
 upstream area data input or outlet coordinates.</p>
-<p>The following waterbody maps are calculated:    - resareas/lakeareas : waterbody areas mask [ID]    - reslocs/lakelocs : waterbody outlets [ID]</p>
+<p>The following waterbody maps are calculated:</p>
+<ul class="simple">
+<li><p>resareas/lakeareas : waterbody areas mask [ID]</p></li>
+<li><p>reslocs/lakelocs : waterbody outlets [ID]</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
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diff --git a/dev/_images/_examples_update_model_gauges_24_0.png b/dev/_images/_examples_update_model_gauges_24_0.png
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diff --git a/dev/_modules/hydromt_wflow/wflow.html b/dev/_modules/hydromt_wflow/wflow.html
index 87d86748..1fe6a93e 100644
--- a/dev/_modules/hydromt_wflow/wflow.html
+++ b/dev/_modules/hydromt_wflow/wflow.html
@@ -668,34 +668,34 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">        This component sets the all river parameter maps.</span>
 
 <span class="sd">        The river mask is defined by all cells with a mimimum upstream area threshold</span>
-<span class="sd">        `river_upa` [km2].</span>
+<span class="sd">        ``river_upa`` [km2].</span>
 
 <span class="sd">        The river length is defined as the distance from the subgrid outlet pixel to</span>
-<span class="sd">        the next upstream subgrid outlet pixel. The `min_rivlen_ratio` is the minimum</span>
+<span class="sd">        the next upstream subgrid outlet pixel. The ``min_rivlen_ratio`` is the minimum</span>
 <span class="sd">        global river length to avg. cell resolution ratio and is used as a threshold in</span>
 <span class="sd">        window based smoothing of river length.</span>
 
 <span class="sd">        The river slope is derived from the subgrid elevation difference between pixels at a</span>
-<span class="sd">        half distance `slope_len` [m] up- and downstream from the subgrid outlet pixel.</span>
+<span class="sd">        half distance ``slope_len`` [m] up- and downstream from the subgrid outlet pixel.</span>
 
 <span class="sd">        The river manning roughness coefficient is derived based on reclassification</span>
-<span class="sd">        of the streamorder map using a lookup table `rivman_mapping_fn`.</span>
+<span class="sd">        of the streamorder map using a lookup table ``rivman_mapping_fn``.</span>
 
-<span class="sd">        The river width is derived from the nearest river segment in `river_geom_fn`.</span>
+<span class="sd">        The river width is derived from the nearest river segment in ``river_geom_fn``.</span>
 <span class="sd">        Data gaps are filled by the nearest valid upstream value and averaged along</span>
-<span class="sd">        the flow directions over a length `smooth_len` [m]</span>
+<span class="sd">        the flow directions over a length ``smooth_len`` [m]</span>
 
-<span class="sd">        The river depth is calculated using the `rivdph_method`, by default powlaw:</span>
+<span class="sd">        The river depth is calculated using the ``rivdph_method``, by default powlaw:</span>
 <span class="sd">        h = hc*Qbf**hp, which is based on qbankfull discharge from the nearest river</span>
-<span class="sd">        segment in `river_geom_fn` and takes optional arguments for the hc</span>
+<span class="sd">        segment in ``river_geom_fn`` and takes optional arguments for the hc</span>
 <span class="sd">        (default = 0.27) and hp (default = 0.30) parameters. For other methods see</span>
 <span class="sd">        :py:meth:`hydromt.workflows.river_depth`.</span>
 
-<span class="sd">        If `river_routing` is set to &quot;local-inertial&quot;, the bankfull elevantion map can be</span>
+<span class="sd">        If ``river_routing`` is set to &quot;local-inertial&quot;, the bankfull elevantion map can be</span>
 <span class="sd">        conditioned based on the average cell elevation (&quot;wflow_dem&quot;) or subgrid outlet pixel</span>
 <span class="sd">        elevation (&quot;dem_subgrid&quot;). The subgrid elevation might provide a better representation</span>
 <span class="sd">        of the river elevation profile, however in combination with local-inertial land routing</span>
-<span class="sd">        (see `hydromt.setup_floodplains`) the subgrid elevation will likely overestimate the</span>
+<span class="sd">        (see :py:meth:`setup_floodplains`) the subgrid elevation will likely overestimate the</span>
 <span class="sd">        floodplain storage capacity. Note that the same input elevation map should be used for</span>
 <span class="sd">        river bankfull elevation and land elevation when using local-inertial land routing.</span>
 
@@ -749,7 +749,7 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">        workflows.river_bathymetry</span>
 <span class="sd">        hydromt.workflows.river_depth</span>
 <span class="sd">        pyflwdir.FlwdirRaster.river_depth</span>
-<span class="sd">        hydromt.setup_floodplains</span>
+<span class="sd">        setup_floodplains</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Preparing river maps.&quot;</span><span class="p">)</span>
 
@@ -878,17 +878,17 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
     <span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        This components adds floodplain information to the model schematistation. The user can</span>
-<span class="sd">        define what type of floodplains are required (1D or 2D), through the `floodplain_type`</span>
+<span class="sd">        define what type of floodplains are required (1D or 2D), through the ``floodplain_type``</span>
 <span class="sd">        argument.</span>
 
-<span class="sd">        If `floodplain_type` is set to &quot;1d&quot;, a floodplain profile is derived for every river</span>
+<span class="sd">        If ``floodplain_type`` is set to &quot;1d&quot;, a floodplain profile is derived for every river</span>
 <span class="sd">        cell. It adds a map with floodplain volume per flood depth, which is used in the wflow</span>
 <span class="sd">        1D floodplain schematisation.</span>
 
-<span class="sd">        Note, it is important to use the same river uparea value as used in the `setup_rivers`</span>
+<span class="sd">        Note, it is important to use the same river uparea value as used in the :py:meth:`setup_rivers`</span>
 <span class="sd">        method.</span>
 
-<span class="sd">        If `floodplain_type` is set to &quot;2d&quot;, this component adds a hydrologically conditioned</span>
+<span class="sd">        If ``floodplain_type`` is set to &quot;2d&quot;, this component adds a hydrologically conditioned</span>
 <span class="sd">        elevation (hydrodem) map for land routing (local-inertial). For this options, landcells</span>
 <span class="sd">        need to be conditioned to D4 flow directions otherwise pits may remain in the land</span>
 <span class="sd">        cells.</span>
@@ -900,13 +900,13 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">        Additionally, note that the same input elevation map should be used for river bankfull</span>
 <span class="sd">        elevation and land elevation when using local-inertial land routing.</span>
 
-<span class="sd">        Requires `setup_rivers` to be executed beforehand (with `river_routing` set to</span>
-<span class="sd">        `local-inertial`).</span>
+<span class="sd">        Requires :py:meth:`setup_rivers` to be executed beforehand (with ``river_routing`` set to</span>
+<span class="sd">        &quot;local-inertial&quot;).</span>
 
 <span class="sd">        Adds model layers:</span>
 
 <span class="sd">        * **floodplain_volume** map: map with floodplain volumes, has flood depth as third</span>
-<span class="sd">        dimension [m3] (for 1D floodplains)</span>
+<span class="sd">          dimension [m3] (for 1D floodplains)</span>
 <span class="sd">        * **hydrodem** map: hydrologically conditioned elevation [m+REF] (for 2D floodplains)</span>
 
 <span class="sd">        Parameters</span>
@@ -933,10 +933,10 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 
 <span class="sd">        See Also</span>
 <span class="sd">        --------</span>
-<span class="sd">        hydromt.workflows.river_floodplain_volume</span>
+<span class="sd">        workflows.river_floodplain_volume</span>
 <span class="sd">        hydromt.flw.dem_adjust</span>
 <span class="sd">        pyflwdir.FlwdirRaster.dem_adjust</span>
-<span class="sd">        hydromt.setup_rivers</span>
+<span class="sd">        setup_rivers</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_config</span><span class="p">(</span><span class="s2">&quot;model.river_routing&quot;</span><span class="p">)</span> <span class="o">!=</span> <span class="s2">&quot;local-inertial&quot;</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
@@ -1179,7 +1179,7 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">        landcover (LULC) data.</span>
 
 <span class="sd">        Currently, ``lulc_fn`` can be set to the &quot;vito&quot;, &quot;globcover&quot;, &quot;esa_worldcover&quot;</span>
-<span class="sd">        or &quot;corine&quot;, fo which lookup tables are constructed to convert lulc classses to</span>
+<span class="sd">        or &quot;corine&quot;, of which lookup tables are constructed to convert lulc classses to</span>
 <span class="sd">        model parameters based on literature. The data is remapped at its original</span>
 <span class="sd">        resolution and then resampled to the model resolution using the average</span>
 <span class="sd">        value, unless noted differently.</span>
@@ -1437,7 +1437,7 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">          used to set the maximum distance to snap to the mask.</span>
 <span class="sd">        * snapping based on upstream area matching: : ``snap_uparea=True``. The gauge locations</span>
 <span class="sd">          are snapped to the closest matching upstream area value. Requires gauges_fn to have</span>
-<span class="sd">          an `uparea` [km2] column. The closest value will be looked for in a cell window of size ``wdw``</span>
+<span class="sd">          an ``uparea`` [km2] column. The closest value will be looked for in a cell window of size ``wdw``</span>
 <span class="sd">          and the difference between the gauge and the closest value should be smaller than ``rel_error``.</span>
 
 <span class="sd">        If ``derive_subcatch`` is set to True, an additional subcatch map is derived from</span>
@@ -1638,8 +1638,11 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
         <span class="n">nodata</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span>
     <span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Setup area map from vector data to save wflow outputs for specific area.</span>
+
 <span class="sd">        Adds model layer:</span>
+
 <span class="sd">        * **col2raster** map:  output area data map</span>
+
 <span class="sd">        Parameters</span>
 <span class="sd">        ----------</span>
 <span class="sd">        area_fn : str</span>
@@ -2190,6 +2193,7 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
 <span class="sd">        The config toml can also be updated to include the new maps using ``wflow_variables``.</span>
 
 <span class="sd">        Adds model layers:</span>
+
 <span class="sd">        * **raster.name** or **variables** staticmaps: data from raster_fn</span>
 
 <span class="sd">        Parameters</span>
@@ -2946,9 +2950,9 @@ <h1>Source code for hydromt_wflow.wflow</h1><div class="highlight"><pre>
         <span class="n">time_units</span><span class="o">=</span><span class="s2">&quot;days since 1900-01-01T00:00:00&quot;</span><span class="p">,</span>
         <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
     <span class="p">):</span>
-<span class="w">        </span><span class="sd">&quot;&quot;&quot;write forcing at `fn_out` in model ready format.</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;write forcing at ``fn_out`` in model ready format.</span>
 
-<span class="sd">        If no `fn_out` path is provided and path_forcing from the  wflow toml exists,</span>
+<span class="sd">        If no ``fn_out`` path is provided and path_forcing from the  wflow toml exists,</span>
 <span class="sd">        the following default filenames are used:</span>
 
 <span class="sd">            * Default name format (with downscaling): inmaps_sourcePd_sourceTd_methodPET_freq_startyear_endyear.nc</span>
diff --git a/dev/_modules/hydromt_wflow/wflow_sediment.html b/dev/_modules/hydromt_wflow/wflow_sediment.html
index 808e7cfd..b7769f71 100644
--- a/dev/_modules/hydromt_wflow/wflow_sediment.html
+++ b/dev/_modules/hydromt_wflow/wflow_sediment.html
@@ -463,7 +463,7 @@ <h1>Source code for hydromt_wflow.wflow_sediment</h1><div class="highlight"><pre
 
 <span class="sd">        See Also</span>
 <span class="sd">        --------</span>
-<span class="sd">        hydromt.WflowModel.setup_rivers</span>
+<span class="sd">        WflowModel.setup_rivers</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup_rivers</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
 
@@ -597,23 +597,23 @@ <h1>Source code for hydromt_wflow.wflow_sediment</h1><div class="highlight"><pre
     <span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;This components sets the default gauge map based on basin outlets.</span>
 
-<span class="sd">         Adds model layers:</span>
+<span class="sd">        Adds model layers:</span>
 
-<span class="sd">         * **wflow_gauges** map: gauge IDs map from catchment outlets [-]</span>
-<span class="sd">         * **gauges** geom: polygon of catchment outlets</span>
+<span class="sd">        * **wflow_gauges** map: gauge IDs map from catchment outlets [-]</span>
+<span class="sd">        * **gauges** geom: polygon of catchment outlets</span>
 
-<span class="sd">         Parameters</span>
-<span class="sd">         ----------</span>
-<span class="sd">         river_only : bool, optional</span>
-<span class="sd">             Only derive outlet locations if they are located on a river instead of locations for all catchments, by default True.</span>
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        river_only : bool, optional</span>
+<span class="sd">            Only derive outlet locations if they are located on a river instead of locations for all catchments, by default True.</span>
 <span class="sd">        toml_output : str, optional</span>
-<span class="sd">             One of [&#39;csv&#39;, &#39;netcdf&#39;, None] to update [csv] or [netcdf] section of wflow toml file or do nothing. By default, &#39;csv&#39;.</span>
-<span class="sd">         gauge_toml_header : list, optional</span>
-<span class="sd">             Save specific model parameters in csv section. This option defines the header of the csv file./</span>
-<span class="sd">             By default saves TSS (for lateral.river.SSconc).</span>
-<span class="sd">         gauge_toml_param: list, optional</span>
-<span class="sd">             Save specific model parameters in csv section. This option defines the wflow variable corresponding to the/</span>
-<span class="sd">             names in gauge_toml_header. By default saves lateral.river.SSconc (for TSS).</span>
+<span class="sd">            One of [&#39;csv&#39;, &#39;netcdf&#39;, None] to update [csv] or [netcdf] section of wflow toml file or do nothing. By default, &#39;csv&#39;.</span>
+<span class="sd">        gauge_toml_header : list, optional</span>
+<span class="sd">            Save specific model parameters in csv section. This option defines the header of the csv file./</span>
+<span class="sd">            By default saves TSS (for lateral.river.SSconc).</span>
+<span class="sd">        gauge_toml_param: list, optional</span>
+<span class="sd">            Save specific model parameters in csv section. This option defines the wflow variable corresponding to the/</span>
+<span class="sd">            names in gauge_toml_header. By default saves lateral.river.SSconc (for TSS).</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">setup_outlets</span><span class="p">(</span>
             <span class="n">river_only</span><span class="o">=</span><span class="n">river_only</span><span class="p">,</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/basemaps.html b/dev/_modules/hydromt_wflow/workflows/basemaps.html
index 9ae02b91..fc1bcd62 100644
--- a/dev/_modules/hydromt_wflow/workflows/basemaps.html
+++ b/dev/_modules/hydromt_wflow/workflows/basemaps.html
@@ -665,13 +665,14 @@ <h1>Source code for hydromt_wflow.workflows.basemaps</h1><div class="highlight">
     <span class="n">method</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;average&quot;</span><span class="p">,</span>
     <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">,</span>
 <span class="p">):</span>
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns topography maps (see list below) at model resolution based on gridded </span>
-<span class="sd">    elevation data input. </span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns topography maps (see list below) at model resolution based on gridded</span>
+<span class="sd">    elevation data input.</span>
+
+<span class="sd">    The following topography maps are calculated:</span>
+
+<span class="sd">    - elevtn : average elevation [m]</span>
+<span class="sd">    - lndslp : average land surface slope [m/m]</span>
 
-<span class="sd">    The following topography maps are calculated:\</span>
-<span class="sd">    - elevtn : average elevation [m]\</span>
-<span class="sd">    - lndslp : average land surface slope [m/m]\</span>
-<span class="sd">    </span>
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    ds : xarray.DataArray</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/glaciers.html b/dev/_modules/hydromt_wflow/workflows/glaciers.html
index a956c945..234440b4 100644
--- a/dev/_modules/hydromt_wflow/workflows/glaciers.html
+++ b/dev/_modules/hydromt_wflow/workflows/glaciers.html
@@ -426,11 +426,12 @@ <h1>Source code for hydromt_wflow.workflows.glaciers</h1><div class="highlight">
 <span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns glacier maps (see list below) at model resolution.</span>
 
-<span class="sd">    The following glacier maps are calculated:\</span>
-<span class="sd">    - wflow_glacierareas: glacier IDs [ID]\</span>
-<span class="sd">    - wflow_glacierfrac: area fraction of glacier per cell [-]\</span>
-<span class="sd">    - wflow_glacierstore: storage (volume) of glacier per cell [mm]\</span>
-<span class="sd">    </span>
+<span class="sd">    The following glacier maps are calculated:</span>
+
+<span class="sd">    - wflow_glacierareas: glacier IDs [ID]</span>
+<span class="sd">    - wflow_glacierfrac: area fraction of glacier per cell [-]</span>
+<span class="sd">    - wflow_glacierstore: storage (volume) of glacier per cell [mm]</span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    gdf : geopandas.GeoDataFrame</span>
@@ -548,10 +549,11 @@ <h1>Source code for hydromt_wflow.workflows.glaciers</h1><div class="highlight">
 <span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns glacier intbls (see list below).</span>
 
-<span class="sd">    The following glacier intbls are calculated:\</span>
-<span class="sd">    - glacTempThresh: glacier temperature threshold [°C]\</span>
-<span class="sd">    - glacCfmax: glacier melting factor [mm/(°C*day)]\</span>
-<span class="sd">    - glacSIfrac: fraction of snowpack converted into ice and added to glacier storage [-]\</span>
+<span class="sd">    The following glacier intbls are calculated:</span>
+
+<span class="sd">    - glacTempThresh: glacier temperature threshold [°C]</span>
+<span class="sd">    - glacCfmax: glacier melting factor [mm/(°C*day)]</span>
+<span class="sd">    - glacSIfrac: fraction of snowpack converted into ice and added to glacier storage [-]</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/landuse.html b/dev/_modules/hydromt_wflow/workflows/landuse.html
index 2008944d..91805d0d 100644
--- a/dev/_modules/hydromt_wflow/workflows/landuse.html
+++ b/dev/_modules/hydromt_wflow/workflows/landuse.html
@@ -428,7 +428,8 @@ <h1>Source code for hydromt_wflow.workflows.landuse</h1><div class="highlight"><
 <span class="sd">    The parameter maps are prepared based on landuse map and</span>
 <span class="sd">    mapping table as provided in the generic data folder of hydromt.</span>
 
-<span class="sd">    The following topography maps are calculated:\</span>
+<span class="sd">    The following topography maps are calculated:</span>
+
 <span class="sd">    - TODO</span>
 
 <span class="sd">    Parameters</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/river.html b/dev/_modules/hydromt_wflow/workflows/river.html
index 94f975b2..b9815220 100644
--- a/dev/_modules/hydromt_wflow/workflows/river.html
+++ b/dev/_modules/hydromt_wflow/workflows/river.html
@@ -442,10 +442,11 @@ <h1>Source code for hydromt_wflow.workflows.river</h1><div class="highlight"><pr
 <span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns river maps</span>
 
-<span class="sd">    The output maps are:\</span>
-<span class="sd">    - rivmsk : river mask based on upstream area threshold on upstream area\</span>
-<span class="sd">    - rivlen : river length [m]\</span>
-<span class="sd">    - rivslp : smoothed river slope [m/m]\</span>
+<span class="sd">    The output maps are:</span>
+
+<span class="sd">    - rivmsk : river mask based on upstream area threshold on upstream area</span>
+<span class="sd">    - rivlen : river length [m]</span>
+<span class="sd">    - rivslp : smoothed river slope [m/m]</span>
 <span class="sd">    - rivzs : elevation of the river bankfull height based on pixel outlet</span>
 <span class="sd">    - rivwth : river width at pixel outlet (if in ds)</span>
 <span class="sd">    - qbankfull : bankfull discharge at pixel outlet (if in ds)</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/soilgrids.html b/dev/_modules/hydromt_wflow/workflows/soilgrids.html
index db8fb3e7..8e5afe88 100644
--- a/dev/_modules/hydromt_wflow/workflows/soilgrids.html
+++ b/dev/_modules/hydromt_wflow/workflows/soilgrids.html
@@ -689,37 +689,38 @@ <h1>Source code for hydromt_wflow.workflows.soilgrids</h1><div class="highlight"
 <div class="viewcode-block" id="soilgrids"><a class="viewcode-back" href="../../../_generated/hydromt_wflow.workflows.soilgrids.html#hydromt_wflow.workflows.soilgrids">[docs]</a><span class="k">def</span> <span class="nf">soilgrids</span><span class="p">(</span><span class="n">ds</span><span class="p">,</span> <span class="n">ds_like</span><span class="p">,</span> <span class="n">ptfKsatVer</span><span class="p">,</span> <span class="n">soil_fn</span><span class="p">,</span> <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Returns soil parameter maps at model resolution based on soil properties from SoilGrids datasets.</span>
-<span class="sd">    Both soilgrids 2017 and 2020 are supported. Soilgrids 2017 provides soil properties at 7 specific depths, while soilgrids_2020 provides soil properties averaged over 6 depth intervals. </span>
-<span class="sd">    Ref: Hengl, T., Mendes de Jesus, J., Heuvelink, G. B. M., Ruiperez Gonzalez, M., Kilibarda, </span>
-<span class="sd">    M., Blagotic, A., et al.: SoilGrids250m: Global gridded soil information based on machine learning, </span>
+<span class="sd">    Both soilgrids 2017 and 2020 are supported. Soilgrids 2017 provides soil properties at 7 specific depths, while soilgrids_2020 provides soil properties averaged over 6 depth intervals.</span>
+<span class="sd">    Ref: Hengl, T., Mendes de Jesus, J., Heuvelink, G. B. M., Ruiperez Gonzalez, M., Kilibarda,</span>
+<span class="sd">    M., Blagotic, A., et al.: SoilGrids250m: Global gridded soil information based on machine learning,</span>
 <span class="sd">    PLoS ONE, 12, https://doi.org/10.1371/journal.pone.0169748, 2017.</span>
-<span class="sd">    Ref: de Sousa, L.M., Poggio, L., Batjes, N.H., Heuvelink, G., Kempen, B., Riberio, E. and Rossiter, D., 2020. </span>
+<span class="sd">    Ref: de Sousa, L.M., Poggio, L., Batjes, N.H., Heuvelink, G., Kempen, B., Riberio, E. and Rossiter, D., 2020.</span>
 <span class="sd">    SoilGrids 2.0: producing quality-assessed soil information for the globe. SOIL Discussions, pp.1-37.</span>
-<span class="sd">    https://doi.org/10.5194/soil-2020-65 </span>
-
-<span class="sd">    The following soil parameter maps are calculated:\</span>
-<span class="sd">    - `thetaS`            : average saturated soil water content [m3/m3]\</span>
-<span class="sd">    - `thetaR`            : average residual water content [m3/m3]\</span>
-<span class="sd">    - `KsatVer`           : vertical saturated hydraulic conductivity at soil surface [mm/day]\</span>
-<span class="sd">    - `SoilThickness`     : soil thickness [mm]\</span>
-<span class="sd">    - `SoilMinThickness`  : minimum soil thickness [mm] (equal to SoilThickness)\</span>
-<span class="sd">    - `M`                 : model parameter [mm] that controls exponential decline of KsatVer with soil depth </span>
-<span class="sd">                            (fitted with curve_fit (scipy.optimize)), bounds of M are checked\</span>
-<span class="sd">    - `M_`                : model parameter [mm] that controls exponential decline of KsatVer with soil depth </span>
-<span class="sd">                            (fitted with numpy linalg regression), bounds of `M_`are checked\</span>
-<span class="sd">    - `M_original`        : `M` without checking bounds\</span>
-<span class="sd">    - `M_original_`       : `M_`without checking bounds\</span>
-<span class="sd">    - `f`                 : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with curve_fit (scipy.optimize)), bounds are checked\</span>
-<span class="sd">    - `f_`                : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with numpy linalg regression), bounds are checked\</span>
-<span class="sd">    - `c_0`               : Brooks Corey coefficient [-] based on pore size distribution index at depth</span>
-<span class="sd">                            1st soil layer (100 mm) wflow_sbm\</span>
-<span class="sd">    - `c_1`               : idem `c_0` at depth 2nd soil layer (400 mm) wflow_sbm\</span>
-<span class="sd">    - `c_2`               : idem `c_0` at depth 3rd soil layer (1200 mm) wflow_sbm\</span>
-<span class="sd">    - `c_3`               : idem `c_0` at depth 4th soil layer (&gt; 1200 mm) wflow_sbm\</span>
-<span class="sd">    - `KsatVer_[z]cm`     : KsatVer [mm/day] at soil depths [z] of SoilGrids data [0.0, 5.0, 15.0, 30.0, 60.0, 100.0, 200.0]\</span>
-<span class="sd">    - `wflow_soil`        : USDA Soil texture based on percentage clay, silt, sand mapping: [1:Clay, 2:Silty Clay, 3:Silty Clay-Loam, 4:Sandy Clay, 5:Sandy Clay-Loam, 6:Clay-Loam, 7:Silt, 8:Silt-Loam, 9:Loam, 10:Sand, 11: Loamy Sand, 12:Sandy Loam]\</span>
-<span class="sd">                </span>
-<span class="sd">    </span>
+<span class="sd">    https://doi.org/10.5194/soil-2020-65</span>
+
+<span class="sd">    The following soil parameter maps are calculated:</span>
+
+<span class="sd">    - **thetaS** : average saturated soil water content [m3/m3]</span>
+<span class="sd">    - **thetaR** : average residual water content [m3/m3]</span>
+<span class="sd">    - **KsatVer** : vertical saturated hydraulic conductivity at soil surface [mm/day]</span>
+<span class="sd">    - **SoilThickness** : soil thickness [mm]</span>
+<span class="sd">    - **SoilMinThickness** : minimum soil thickness [mm] (equal to SoilThickness)</span>
+<span class="sd">    - **M** : model parameter [mm] that controls exponential decline of KsatVer with soil depth</span>
+<span class="sd">      (fitted with curve_fit (scipy.optimize)), bounds of **M** are checked</span>
+<span class="sd">    - **M\_** : model parameter [mm] that controls exponential decline of KsatVer with soil depth</span>
+<span class="sd">      (fitted with numpy linalg regression), bounds of **M_** are checked</span>
+<span class="sd">    - **M_original** : **M** without checking bounds</span>
+<span class="sd">    - **M_original_** : **M_** without checking bounds</span>
+<span class="sd">    - **f** : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with curve_fit (scipy.optimize)), bounds are checked</span>
+<span class="sd">    - **f_** : scaling parameter controlling the decline of KsatVer [mm-1] (fitted with numpy linalg regression), bounds are checked</span>
+<span class="sd">    - **c_0** : Brooks Corey coefficient [-] based on pore size distribution index at depth 1st</span>
+<span class="sd">      soil layer (100 mm) wflow_sbm</span>
+<span class="sd">    - **c_1** : idem **c_0** at depth 2nd soil layer (400 mm) wflow_sbm</span>
+<span class="sd">    - **c_2** : idem **c_0** at depth 3rd soil layer (1200 mm) wflow_sbm</span>
+<span class="sd">    - **c_3** : idem **c_0** at depth 4th soil layer (&gt; 1200 mm) wflow_sbm</span>
+<span class="sd">    - **KsatVer_[z]cm** : KsatVer [mm/day] at soil depths [z] of SoilGrids data [0.0, 5.0, 15.0, 30.0, 60.0, 100.0, 200.0]</span>
+<span class="sd">    - **wflow_soil** : USDA Soil texture based on percentage clay, silt, sand mapping: [1:Clay, 2:Silty Clay, 3:Silty Clay-Loam, 4:Sandy Clay, 5:Sandy Clay-Loam, 6:Clay-Loam, 7:Silt, 8:Silt-Loam, 9:Loam, 10:Sand, 11: Loamy Sand, 12:Sandy Loam]</span>
+
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    ds : xarray.Dataset</span>
@@ -954,16 +955,17 @@ <h1>Source code for hydromt_wflow.workflows.soilgrids</h1><div class="highlight"
 
 <div class="viewcode-block" id="soilgrids_sediment"><a class="viewcode-back" href="../../../_generated/hydromt_wflow.workflows.soilgrids_sediment.html#hydromt_wflow.workflows.soilgrids_sediment">[docs]</a><span class="k">def</span> <span class="nf">soilgrids_sediment</span><span class="p">(</span><span class="n">ds</span><span class="p">,</span> <span class="n">ds_like</span><span class="p">,</span> <span class="n">usleK_method</span><span class="p">,</span> <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Returns soil parameter maps for sediment modelling at model resolution based on soil </span>
+<span class="sd">    Returns soil parameter maps for sediment modelling at model resolution based on soil</span>
 <span class="sd">    properties from SoilGrids dataset.</span>
 
-<span class="sd">    The following soil parameter maps are calculated:\</span>
-<span class="sd">        - PercentClay: clay content of the topsoil [%]\</span>
-<span class="sd">        - PercentSilt: silt content of the topsoil [%]\</span>
-<span class="sd">        - PercentOC: organic carbon in the topsoil [%]\</span>
-<span class="sd">        - ErosK: mean detachability of the soil (Morgan et al., 1998) [g/J]\</span>
-<span class="sd">        - USLE_K: soil erodibility factor from the USLE equation [-]\</span>
-<span class="sd">    </span>
+<span class="sd">    The following soil parameter maps are calculated:</span>
+
+<span class="sd">    * PercentClay: clay content of the topsoil [%]</span>
+<span class="sd">    * PercentSilt: silt content of the topsoil [%]</span>
+<span class="sd">    * PercentOC: organic carbon in the topsoil [%]</span>
+<span class="sd">    * ErosK: mean detachability of the soil (Morgan et al., 1998) [g/J]</span>
+<span class="sd">    * USLE_K: soil erodibility factor from the USLE equation [-]</span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    ds : xarray.Dataset</span>
diff --git a/dev/_modules/hydromt_wflow/workflows/waterbodies.html b/dev/_modules/hydromt_wflow/workflows/waterbodies.html
index bfd9f7cd..0939a84a 100644
--- a/dev/_modules/hydromt_wflow/workflows/waterbodies.html
+++ b/dev/_modules/hydromt_wflow/workflows/waterbodies.html
@@ -427,13 +427,14 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
     <span class="n">uparea_name</span><span class="o">=</span><span class="s2">&quot;uparea&quot;</span><span class="p">,</span>
     <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">,</span>
 <span class="p">):</span>
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns waterbody (reservoir/lake) maps (see list below) at model resolution based on gridded </span>
-<span class="sd">    upstream area data input or outlet coordinates. </span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns waterbody (reservoir/lake) maps (see list below) at model resolution based on gridded</span>
+<span class="sd">    upstream area data input or outlet coordinates.</span>
 
-<span class="sd">    The following waterbody maps are calculated:\</span>
-<span class="sd">    - resareas/lakeareas : waterbody areas mask [ID]\</span>
+<span class="sd">    The following waterbody maps are calculated:</span>
+
+<span class="sd">    - resareas/lakeareas : waterbody areas mask [ID]</span>
 <span class="sd">    - reslocs/lakelocs : waterbody outlets [ID]</span>
-<span class="sd">    </span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    gdf : geopandas.GeoDataFrame</span>
@@ -441,7 +442,7 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
 <span class="sd">    ds_like : xarray.DataArray</span>
 <span class="sd">        Dataset at model resolution.</span>
 <span class="sd">    uparea_name : str, optional</span>
-<span class="sd">        Name of uparea variable in ds_like. If None then database coordinates will be </span>
+<span class="sd">        Name of uparea variable in ds_like. If None then database coordinates will be</span>
 <span class="sd">        used to setup outlets</span>
 <span class="sd">    wb_type : str, optional either &quot;reservoir&quot; or &quot;lake&quot;</span>
 <span class="sd">        Option to change the name of the maps depending on reservoir or lake</span>
@@ -526,29 +527,30 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
 
 
 <div class="viewcode-block" id="reservoirattrs"><a class="viewcode-back" href="../../../_generated/hydromt_wflow.workflows.reservoirattrs.html#hydromt_wflow.workflows.reservoirattrs">[docs]</a><span class="k">def</span> <span class="nf">reservoirattrs</span><span class="p">(</span><span class="n">gdf</span><span class="p">,</span> <span class="n">timeseries_fn</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">perc_norm</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">perc_min</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">):</span>
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns reservoir attributes (see list below) needed for modelling. </span>
-<span class="sd">    When specified, some of the reservoir attributes can be derived from earth observation data. </span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns reservoir attributes (see list below) needed for modelling.</span>
+<span class="sd">    When specified, some of the reservoir attributes can be derived from earth observation data.</span>
 <span class="sd">    Two options are currently available: 1. Global Water Watch data (Deltares, 2022) using gwwapi and 2. JRC (Peker, 2016) using hydroengine.</span>
 
-<span class="sd">    The following reservoir attributes are calculated:\</span>
-<span class="sd">    - resmaxvolume : reservoir maximum volume [m3]\</span>
-<span class="sd">    - resarea : reservoir area [m2]\</span>
-<span class="sd">    - resdemand : reservoir demand flow [m3/s]\</span>
-<span class="sd">    - resmaxrelease : reservoir maximum release flow [m3/s]\</span>
-<span class="sd">    - resfullfrac : reservoir targeted full volume fraction [m3/m3]\</span>
-<span class="sd">    - resminfrac : reservoir targeted minimum volume fraction [m3/m3]\</span>
-<span class="sd">    </span>
+<span class="sd">    The following reservoir attributes are calculated:</span>
+
+<span class="sd">    - resmaxvolume : reservoir maximum volume [m3]</span>
+<span class="sd">    - resarea : reservoir area [m2]</span>
+<span class="sd">    - resdemand : reservoir demand flow [m3/s]</span>
+<span class="sd">    - resmaxrelease : reservoir maximum release flow [m3/s]</span>
+<span class="sd">    - resfullfrac : reservoir targeted full volume fraction [m3/m3]</span>
+<span class="sd">    - resminfrac : reservoir targeted minimum volume fraction [m3/m3]</span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    gdf : geopandas.GeoDataFrame</span>
 <span class="sd">        GeoDataFrame containing reservoirs geometries and attributes.</span>
-<span class="sd">    timeseries_fn : str, optional </span>
+<span class="sd">    timeseries_fn : str, optional</span>
 <span class="sd">        Name of database from which time series of reservoir surface water area will be retrieved.</span>
 <span class="sd">        Currently available: [&#39;jrc&#39;, &#39;gww&#39;]</span>
-<span class="sd">        Defaults to Deltares&#39; Global Water Watch database. </span>
+<span class="sd">        Defaults to Deltares&#39; Global Water Watch database.</span>
 <span class="sd">    perc_norm : int, optional</span>
 <span class="sd">        Percentile for normal (operational) surface area</span>
-<span class="sd">    perc_min: int, optional </span>
+<span class="sd">    perc_min: int, optional</span>
 <span class="sd">        Percentile for minimal (operational) surface area</span>
 
 <span class="sd">    Returns</span>
@@ -558,7 +560,7 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
 <span class="sd">    df_plot : pandas.DataFrame</span>
 <span class="sd">        DataFrame containing debugging values for reservoir building.</span>
 <span class="sd">    df_ts : pandas.DataFrame</span>
-<span class="sd">        DataFrame containing all downloaded reservoir time series. </span>
+<span class="sd">        DataFrame containing all downloaded reservoir time series.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="k">if</span> <span class="n">timeseries_fn</span> <span class="o">==</span> <span class="s2">&quot;jrc&quot;</span><span class="p">:</span>
@@ -897,22 +899,23 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
     <span class="n">logger</span><span class="o">=</span><span class="n">logger</span><span class="p">,</span>
 <span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Returns lake attributes (see list below) needed for modelling. </span>
+<span class="sd">    Returns lake attributes (see list below) needed for modelling.</span>
 <span class="sd">    If rating_dict is not empty, prepares also rating tables for wflow</span>
 
-<span class="sd">    The following reservoir attributes are calculated:\</span>
-<span class="sd">    - waterbody_id : waterbody id\</span>
-<span class="sd">    - LakeArea : lake area [m2]\</span>
-<span class="sd">    - LakeAvgLevel: lake average level [m]\</span>
-<span class="sd">    - LakeAvgOut: lake average outflow [m3/s]\</span>
-<span class="sd">    - Lake_b: lake rating curve coefficient [-]\</span>
-<span class="sd">    - Lake_e: lake rating curve exponent [-]\</span>
-<span class="sd">    - LakeStorFunc: option to compute storage curve [-]\</span>
-<span class="sd">    - LakeOutflowFunc: option to compute rating curve [-]\</span>
-<span class="sd">    - LakeThreshold: minimium threshold for lake outflow [m]\</span>
-<span class="sd">    - LinkedLakeLocs: id of linked lake location if any\</span>
+<span class="sd">    The following reservoir attributes are calculated:</span>
+
+<span class="sd">    - waterbody_id : waterbody id</span>
+<span class="sd">    - LakeArea : lake area [m2]</span>
+<span class="sd">    - LakeAvgLevel: lake average level [m]</span>
+<span class="sd">    - LakeAvgOut: lake average outflow [m3/s]</span>
+<span class="sd">    - Lake_b: lake rating curve coefficient [-]</span>
+<span class="sd">    - Lake_e: lake rating curve exponent [-]</span>
+<span class="sd">    - LakeStorFunc: option to compute storage curve [-]</span>
+<span class="sd">    - LakeOutflowFunc: option to compute rating curve [-]</span>
+<span class="sd">    - LakeThreshold: minimium threshold for lake outflow [m]</span>
+<span class="sd">    - LinkedLakeLocs: id of linked lake location if any</span>
 <span class="sd">    - LakeMaxStorage: maximum storage [m3] (optional)</span>
-<span class="sd">    </span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    ds : xr.Dataset</span>
@@ -923,7 +926,7 @@ <h1>Source code for hydromt_wflow.workflows.waterbodies</h1><div class="highligh
 <span class="sd">        Dictionary containing the rating curve parameters, by default dict()</span>
 <span class="sd">    add_maxstorage : bool, optional</span>
 <span class="sd">        If True, adds the maximum storage to the output, by default False</span>
-<span class="sd">    </span>
+
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    ds : xr.Dataset</span>
diff --git a/dev/api.html b/dev/api.html
index f5c89dd8..acb93122 100644
--- a/dev/api.html
+++ b/dev/api.html
@@ -779,7 +779,7 @@ <h3>General methods<a class="headerlink" href="#general-methods" title="Permalin
 <td><p>Read forcing</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="_generated/hydromt_wflow.WflowModel.write_forcing.html#hydromt_wflow.WflowModel.write_forcing" title="hydromt_wflow.WflowModel.write_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WflowModel.write_forcing</span></code></a>([fn_out, freq_out, ...])</p></td>
-<td><p>write forcing at <cite>fn_out</cite> in model ready format.</p></td>
+<td><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="_generated/hydromt_wflow.WflowModel.clip_forcing.html#hydromt_wflow.WflowModel.clip_forcing" title="hydromt_wflow.WflowModel.clip_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WflowModel.clip_forcing</span></code></a>([crs])</p></td>
 <td><p>Return clippped forcing for subbasin.</p></td>
@@ -1000,7 +1000,7 @@ <h3>General methods<a class="headerlink" href="#id6" title="Permalink to this he
 <td><p>Read forcing</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="_generated/hydromt_wflow.WflowSedimentModel.write_forcing.html#hydromt_wflow.WflowSedimentModel.write_forcing" title="hydromt_wflow.WflowSedimentModel.write_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WflowSedimentModel.write_forcing</span></code></a>([fn_out, ...])</p></td>
-<td><p>write forcing at <cite>fn_out</cite> in model ready format.</p></td>
+<td><p>write forcing at <code class="docutils literal notranslate"><span class="pre">fn_out</span></code> in model ready format.</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="_generated/hydromt_wflow.WflowSedimentModel.clip_forcing.html#hydromt_wflow.WflowSedimentModel.clip_forcing" title="hydromt_wflow.WflowSedimentModel.clip_forcing"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WflowSedimentModel.clip_forcing</span></code></a>([crs])</p></td>
 <td><p>Return clippped forcing for subbasin.</p></td>
diff --git a/dev/searchindex.js b/dev/searchindex.js
index a66f86b0..ad7fee22 100644
--- a/dev/searchindex.js
+++ b/dev/searchindex.js
@@ -1 +1 @@
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"soilgrids() (in module hydromt_wflow.workflows)": [[143, "hydromt_wflow.workflows.soilgrids"]], "soilgrids_sediment() (in module hydromt_wflow.workflows)": [[144, "hydromt_wflow.workflows.soilgrids_sediment"]], "topography() (in module hydromt_wflow.workflows)": [[145, "hydromt_wflow.workflows.topography"]], "waterbodymaps() (in module hydromt_wflow.workflows)": [[146, "hydromt_wflow.workflows.waterbodymaps"]]}})
\ No newline at end of file
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[[13, "hydromt_wflow.WflowModel.build"]], "clip_forcing() (hydromt_wflow.wflowmodel method)": [[14, "hydromt_wflow.WflowModel.clip_forcing"]], "clip_staticmaps() (hydromt_wflow.wflowmodel method)": [[15, "hydromt_wflow.WflowModel.clip_staticmaps"]], "config (hydromt_wflow.wflowmodel property)": [[16, "hydromt_wflow.WflowModel.config"]], "crs (hydromt_wflow.wflowmodel property)": [[17, "hydromt_wflow.WflowModel.crs"]], "flwdir (hydromt_wflow.wflowmodel property)": [[18, "hydromt_wflow.WflowModel.flwdir"]], "forcing (hydromt_wflow.wflowmodel property)": [[19, "hydromt_wflow.WflowModel.forcing"]], "get_config() (hydromt_wflow.wflowmodel method)": [[20, "hydromt_wflow.WflowModel.get_config"]], "read() (hydromt_wflow.wflowmodel method)": [[21, "hydromt_wflow.WflowModel.read"]], "read_config() (hydromt_wflow.wflowmodel method)": [[22, "hydromt_wflow.WflowModel.read_config"]], "read_forcing() (hydromt_wflow.wflowmodel method)": [[23, "hydromt_wflow.WflowModel.read_forcing"]], "read_results() (hydromt_wflow.wflowmodel method)": [[24, "hydromt_wflow.WflowModel.read_results"]], "read_states() (hydromt_wflow.wflowmodel method)": [[25, "hydromt_wflow.WflowModel.read_states"]], "read_staticgeoms() (hydromt_wflow.wflowmodel method)": [[26, "hydromt_wflow.WflowModel.read_staticgeoms"]], "read_staticmaps() (hydromt_wflow.wflowmodel method)": [[27, "hydromt_wflow.WflowModel.read_staticmaps"]], "read_staticmaps_pcr() (hydromt_wflow.wflowmodel method)": [[28, "hydromt_wflow.WflowModel.read_staticmaps_pcr"]], "read_tables() (hydromt_wflow.wflowmodel method)": [[29, "hydromt_wflow.WflowModel.read_tables"]], "region (hydromt_wflow.wflowmodel property)": [[30, "hydromt_wflow.WflowModel.region"]], "res (hydromt_wflow.wflowmodel property)": [[31, "hydromt_wflow.WflowModel.res"]], "results (hydromt_wflow.wflowmodel property)": [[32, "hydromt_wflow.WflowModel.results"]], "rivers (hydromt_wflow.wflowmodel property)": [[33, "hydromt_wflow.WflowModel.rivers"]], "root (hydromt_wflow.wflowmodel property)": [[34, "hydromt_wflow.WflowModel.root"]], "set_config() (hydromt_wflow.wflowmodel method)": [[35, "hydromt_wflow.WflowModel.set_config"]], "set_flwdir() (hydromt_wflow.wflowmodel method)": [[36, "hydromt_wflow.WflowModel.set_flwdir"]], "set_forcing() (hydromt_wflow.wflowmodel method)": [[37, "hydromt_wflow.WflowModel.set_forcing"]], "set_results() (hydromt_wflow.wflowmodel method)": [[38, "hydromt_wflow.WflowModel.set_results"]], "set_root() (hydromt_wflow.wflowmodel method)": [[39, "hydromt_wflow.WflowModel.set_root"]], "set_states() (hydromt_wflow.wflowmodel method)": [[40, "hydromt_wflow.WflowModel.set_states"]], "set_staticgeoms() (hydromt_wflow.wflowmodel method)": [[41, "hydromt_wflow.WflowModel.set_staticgeoms"]], "set_staticmaps() (hydromt_wflow.wflowmodel method)": [[42, "hydromt_wflow.WflowModel.set_staticmaps"]], "set_tables() (hydromt_wflow.wflowmodel method)": [[43, "hydromt_wflow.WflowModel.set_tables"]], "setup_areamap() (hydromt_wflow.wflowmodel method)": [[44, "hydromt_wflow.WflowModel.setup_areamap"]], "setup_basemaps() (hydromt_wflow.wflowmodel method)": [[45, "hydromt_wflow.WflowModel.setup_basemaps"]], "setup_config() (hydromt_wflow.wflowmodel method)": [[46, "hydromt_wflow.WflowModel.setup_config"]], "setup_config_output_timeseries() (hydromt_wflow.wflowmodel method)": [[47, "hydromt_wflow.WflowModel.setup_config_output_timeseries"]], "setup_constant_pars() (hydromt_wflow.wflowmodel method)": [[48, "hydromt_wflow.WflowModel.setup_constant_pars"]], "setup_floodplains() (hydromt_wflow.wflowmodel method)": [[49, "hydromt_wflow.WflowModel.setup_floodplains"]], "setup_gauges() (hydromt_wflow.wflowmodel method)": [[50, "hydromt_wflow.WflowModel.setup_gauges"]], "setup_glaciers() (hydromt_wflow.wflowmodel method)": [[51, "hydromt_wflow.WflowModel.setup_glaciers"]], "setup_laimaps() (hydromt_wflow.wflowmodel method)": [[52, "hydromt_wflow.WflowModel.setup_laimaps"]], "setup_lakes() (hydromt_wflow.wflowmodel method)": [[53, "hydromt_wflow.WflowModel.setup_lakes"]], "setup_lulcmaps() (hydromt_wflow.wflowmodel method)": [[54, "hydromt_wflow.WflowModel.setup_lulcmaps"]], "setup_outlets() (hydromt_wflow.wflowmodel method)": [[55, "hydromt_wflow.WflowModel.setup_outlets"]], "setup_precip_forcing() (hydromt_wflow.wflowmodel method)": [[56, "hydromt_wflow.WflowModel.setup_precip_forcing"]], "setup_reservoirs() (hydromt_wflow.wflowmodel method)": [[57, "hydromt_wflow.WflowModel.setup_reservoirs"]], "setup_rivers() (hydromt_wflow.wflowmodel method)": [[58, "hydromt_wflow.WflowModel.setup_rivers"]], "setup_rootzoneclim() (hydromt_wflow.wflowmodel method)": [[59, "hydromt_wflow.WflowModel.setup_rootzoneclim"]], "setup_soilmaps() (hydromt_wflow.wflowmodel method)": [[60, "hydromt_wflow.WflowModel.setup_soilmaps"]], "setup_staticmaps_from_raster() (hydromt_wflow.wflowmodel method)": [[61, "hydromt_wflow.WflowModel.setup_staticmaps_from_raster"]], "setup_temp_pet_forcing() (hydromt_wflow.wflowmodel method)": [[62, "hydromt_wflow.WflowModel.setup_temp_pet_forcing"]], "states (hydromt_wflow.wflowmodel property)": [[63, "hydromt_wflow.WflowModel.states"]], "staticgeoms (hydromt_wflow.wflowmodel property)": [[64, "hydromt_wflow.WflowModel.staticgeoms"]], "staticmaps (hydromt_wflow.wflowmodel property)": [[65, "hydromt_wflow.WflowModel.staticmaps"]], "tables (hydromt_wflow.wflowmodel property)": [[66, "hydromt_wflow.WflowModel.tables"]], "update() (hydromt_wflow.wflowmodel method)": [[67, "hydromt_wflow.WflowModel.update"]], "write() (hydromt_wflow.wflowmodel method)": [[68, "hydromt_wflow.WflowModel.write"]], "write_config() (hydromt_wflow.wflowmodel method)": [[69, "hydromt_wflow.WflowModel.write_config"]], "write_forcing() (hydromt_wflow.wflowmodel method)": [[70, "hydromt_wflow.WflowModel.write_forcing"]], "write_states() (hydromt_wflow.wflowmodel method)": [[71, "hydromt_wflow.WflowModel.write_states"]], "write_staticgeoms() (hydromt_wflow.wflowmodel method)": [[72, "hydromt_wflow.WflowModel.write_staticgeoms"]], "write_staticmaps() (hydromt_wflow.wflowmodel method)": [[73, "hydromt_wflow.WflowModel.write_staticmaps"]], "write_staticmaps_pcr() (hydromt_wflow.wflowmodel method)": [[74, "hydromt_wflow.WflowModel.write_staticmaps_pcr"]], "write_tables() (hydromt_wflow.wflowmodel method)": [[75, "hydromt_wflow.WflowModel.write_tables"]], "wflowsedimentmodel (class in hydromt_wflow)": [[76, "hydromt_wflow.WflowSedimentModel"]], "__init__() (hydromt_wflow.wflowsedimentmodel method)": [[76, "hydromt_wflow.WflowSedimentModel.__init__"]], "basins (hydromt_wflow.wflowsedimentmodel property)": [[77, "hydromt_wflow.WflowSedimentModel.basins"]], "build() (hydromt_wflow.wflowsedimentmodel method)": [[78, "hydromt_wflow.WflowSedimentModel.build"]], "clip_forcing() (hydromt_wflow.wflowsedimentmodel method)": [[79, "hydromt_wflow.WflowSedimentModel.clip_forcing"]], "clip_staticmaps() (hydromt_wflow.wflowsedimentmodel method)": [[80, "hydromt_wflow.WflowSedimentModel.clip_staticmaps"]], "config (hydromt_wflow.wflowsedimentmodel property)": [[81, "hydromt_wflow.WflowSedimentModel.config"]], "crs (hydromt_wflow.wflowsedimentmodel property)": [[82, "hydromt_wflow.WflowSedimentModel.crs"]], "flwdir (hydromt_wflow.wflowsedimentmodel property)": [[83, "hydromt_wflow.WflowSedimentModel.flwdir"]], "forcing (hydromt_wflow.wflowsedimentmodel property)": [[84, "hydromt_wflow.WflowSedimentModel.forcing"]], "get_config() (hydromt_wflow.wflowsedimentmodel method)": [[85, "hydromt_wflow.WflowSedimentModel.get_config"]], "read() (hydromt_wflow.wflowsedimentmodel method)": [[86, "hydromt_wflow.WflowSedimentModel.read"]], "read_config() (hydromt_wflow.wflowsedimentmodel method)": [[87, "hydromt_wflow.WflowSedimentModel.read_config"]], "read_forcing() (hydromt_wflow.wflowsedimentmodel method)": [[88, "hydromt_wflow.WflowSedimentModel.read_forcing"]], "read_results() (hydromt_wflow.wflowsedimentmodel method)": [[89, "hydromt_wflow.WflowSedimentModel.read_results"]], "read_states() (hydromt_wflow.wflowsedimentmodel method)": [[90, "hydromt_wflow.WflowSedimentModel.read_states"]], "read_staticgeoms() (hydromt_wflow.wflowsedimentmodel method)": [[91, "hydromt_wflow.WflowSedimentModel.read_staticgeoms"]], "read_staticmaps() (hydromt_wflow.wflowsedimentmodel method)": [[92, "hydromt_wflow.WflowSedimentModel.read_staticmaps"]], "region (hydromt_wflow.wflowsedimentmodel property)": [[93, "hydromt_wflow.WflowSedimentModel.region"]], "res (hydromt_wflow.wflowsedimentmodel property)": [[94, "hydromt_wflow.WflowSedimentModel.res"]], "results (hydromt_wflow.wflowsedimentmodel property)": [[95, "hydromt_wflow.WflowSedimentModel.results"]], "rivers (hydromt_wflow.wflowsedimentmodel property)": [[96, "hydromt_wflow.WflowSedimentModel.rivers"]], "root (hydromt_wflow.wflowsedimentmodel property)": [[97, "hydromt_wflow.WflowSedimentModel.root"]], "set_config() (hydromt_wflow.wflowsedimentmodel method)": [[98, "hydromt_wflow.WflowSedimentModel.set_config"]], "set_flwdir() (hydromt_wflow.wflowsedimentmodel method)": [[99, "hydromt_wflow.WflowSedimentModel.set_flwdir"]], "set_forcing() (hydromt_wflow.wflowsedimentmodel method)": [[100, "hydromt_wflow.WflowSedimentModel.set_forcing"]], "set_results() (hydromt_wflow.wflowsedimentmodel method)": [[101, "hydromt_wflow.WflowSedimentModel.set_results"]], "set_root() (hydromt_wflow.wflowsedimentmodel method)": [[102, "hydromt_wflow.WflowSedimentModel.set_root"]], "set_states() (hydromt_wflow.wflowsedimentmodel method)": [[103, "hydromt_wflow.WflowSedimentModel.set_states"]], "set_staticgeoms() (hydromt_wflow.wflowsedimentmodel method)": [[104, "hydromt_wflow.WflowSedimentModel.set_staticgeoms"]], "set_staticmaps() (hydromt_wflow.wflowsedimentmodel method)": [[105, "hydromt_wflow.WflowSedimentModel.set_staticmaps"]], "setup_areamap() (hydromt_wflow.wflowsedimentmodel method)": [[106, "hydromt_wflow.WflowSedimentModel.setup_areamap"]], "setup_basemaps() (hydromt_wflow.wflowsedimentmodel method)": [[107, "hydromt_wflow.WflowSedimentModel.setup_basemaps"]], "setup_canopymaps() (hydromt_wflow.wflowsedimentmodel method)": [[108, "hydromt_wflow.WflowSedimentModel.setup_canopymaps"]], "setup_config() (hydromt_wflow.wflowsedimentmodel method)": [[109, "hydromt_wflow.WflowSedimentModel.setup_config"]], "setup_config_output_timeseries() (hydromt_wflow.wflowsedimentmodel method)": [[110, "hydromt_wflow.WflowSedimentModel.setup_config_output_timeseries"]], "setup_constant_pars() (hydromt_wflow.wflowsedimentmodel method)": [[111, "hydromt_wflow.WflowSedimentModel.setup_constant_pars"]], "setup_gauges() (hydromt_wflow.wflowsedimentmodel method)": [[112, "hydromt_wflow.WflowSedimentModel.setup_gauges"]], "setup_laimaps() (hydromt_wflow.wflowsedimentmodel method)": [[113, "hydromt_wflow.WflowSedimentModel.setup_laimaps"]], "setup_lakes() (hydromt_wflow.wflowsedimentmodel method)": [[114, "hydromt_wflow.WflowSedimentModel.setup_lakes"]], "setup_lulcmaps() (hydromt_wflow.wflowsedimentmodel method)": [[115, "hydromt_wflow.WflowSedimentModel.setup_lulcmaps"]], "setup_outlets() (hydromt_wflow.wflowsedimentmodel method)": [[116, "hydromt_wflow.WflowSedimentModel.setup_outlets"]], "setup_reservoirs() (hydromt_wflow.wflowsedimentmodel method)": [[117, "hydromt_wflow.WflowSedimentModel.setup_reservoirs"]], "setup_riverbedsed() (hydromt_wflow.wflowsedimentmodel method)": [[118, "hydromt_wflow.WflowSedimentModel.setup_riverbedsed"]], "setup_rivers() (hydromt_wflow.wflowsedimentmodel method)": [[119, "hydromt_wflow.WflowSedimentModel.setup_rivers"]], "setup_riverwidth() (hydromt_wflow.wflowsedimentmodel method)": [[120, "hydromt_wflow.WflowSedimentModel.setup_riverwidth"]], "setup_soilmaps() (hydromt_wflow.wflowsedimentmodel method)": [[121, "hydromt_wflow.WflowSedimentModel.setup_soilmaps"]], "setup_staticmaps_from_raster() (hydromt_wflow.wflowsedimentmodel method)": [[122, "hydromt_wflow.WflowSedimentModel.setup_staticmaps_from_raster"]], "states (hydromt_wflow.wflowsedimentmodel property)": [[123, "hydromt_wflow.WflowSedimentModel.states"]], "staticgeoms (hydromt_wflow.wflowsedimentmodel property)": [[124, "hydromt_wflow.WflowSedimentModel.staticgeoms"]], "staticmaps (hydromt_wflow.wflowsedimentmodel property)": [[125, "hydromt_wflow.WflowSedimentModel.staticmaps"]], "update() (hydromt_wflow.wflowsedimentmodel method)": [[126, "hydromt_wflow.WflowSedimentModel.update"]], "write() (hydromt_wflow.wflowsedimentmodel method)": [[127, "hydromt_wflow.WflowSedimentModel.write"]], "write_config() (hydromt_wflow.wflowsedimentmodel method)": [[128, "hydromt_wflow.WflowSedimentModel.write_config"]], "write_forcing() (hydromt_wflow.wflowsedimentmodel method)": [[129, "hydromt_wflow.WflowSedimentModel.write_forcing"]], "write_states() (hydromt_wflow.wflowsedimentmodel method)": [[130, "hydromt_wflow.WflowSedimentModel.write_states"]], "write_staticgeoms() (hydromt_wflow.wflowsedimentmodel method)": [[131, "hydromt_wflow.WflowSedimentModel.write_staticgeoms"]], "write_staticmaps() (hydromt_wflow.wflowsedimentmodel method)": [[132, "hydromt_wflow.WflowSedimentModel.write_staticmaps"]], "read_csv_results() (in module hydromt_wflow)": [[133, "hydromt_wflow.read_csv_results"]], "glacierattrs() (in module hydromt_wflow.workflows)": [[134, "hydromt_wflow.workflows.glacierattrs"]], "glaciermaps() (in module hydromt_wflow.workflows)": [[135, "hydromt_wflow.workflows.glaciermaps"]], "hydrography() (in module hydromt_wflow.workflows)": [[136, "hydromt_wflow.workflows.hydrography"]], "lakeattrs() (in module hydromt_wflow.workflows)": [[137, "hydromt_wflow.workflows.lakeattrs"]], "landuse() (in module hydromt_wflow.workflows)": [[138, "hydromt_wflow.workflows.landuse"]], "reservoirattrs() (in module hydromt_wflow.workflows)": [[139, "hydromt_wflow.workflows.reservoirattrs"]], "river() (in module hydromt_wflow.workflows)": [[140, "hydromt_wflow.workflows.river"]], "river_bathymetry() (in module hydromt_wflow.workflows)": [[141, "hydromt_wflow.workflows.river_bathymetry"]], "rootzoneclim() (in module hydromt_wflow.workflows)": [[142, "hydromt_wflow.workflows.rootzoneclim"]], "soilgrids() (in module hydromt_wflow.workflows)": [[143, "hydromt_wflow.workflows.soilgrids"]], "soilgrids_sediment() (in module hydromt_wflow.workflows)": [[144, "hydromt_wflow.workflows.soilgrids_sediment"]], "topography() (in module hydromt_wflow.workflows)": [[145, "hydromt_wflow.workflows.topography"]], "waterbodymaps() (in module hydromt_wflow.workflows)": [[146, "hydromt_wflow.workflows.waterbodymaps"]]}})
\ No newline at end of file
diff --git a/dev/user_guide/wflow_model_setup.html b/dev/user_guide/wflow_model_setup.html
index 31879ecd..46130948 100644
--- a/dev/user_guide/wflow_model_setup.html
+++ b/dev/user_guide/wflow_model_setup.html
@@ -474,6 +474,76 @@
 is provided in the table below. When using HydroMT from the command line only the
 setup methods are exposed. Click on
 a specific method see its documentation.</p>
+<table class="table">
+<colgroup>
+<col style="width: 26.7%" />
+<col style="width: 73.3%" />
+</colgroup>
+<thead>
+<tr class="row-odd"><th class="head stub"><p>Method</p></th>
+<th class="head"><p>Explanation</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_config.html#hydromt_wflow.WflowModel.setup_config" title="hydromt_wflow.WflowModel.setup_config"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_config()</span></code></a></p></th>
+<td><p>Update config with a dictionary</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_basemaps.html#hydromt_wflow.WflowModel.setup_basemaps" title="hydromt_wflow.WflowModel.setup_basemaps"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_basemaps()</span></code></a></p></th>
+<td><p>This component sets the region of interest and res (resolution in degrees) of the model.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_rivers.html#hydromt_wflow.WflowModel.setup_rivers" title="hydromt_wflow.WflowModel.setup_rivers"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_rivers()</span></code></a></p></th>
+<td><p>This component sets the all river parameter maps.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_floodplains.html#hydromt_wflow.WflowModel.setup_floodplains" title="hydromt_wflow.WflowModel.setup_floodplains"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_floodplains()</span></code></a></p></th>
+<td><p>This component This components adds floodplain information to the model schematization (can be either 1D or 2D).</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_lakes.html#hydromt_wflow.WflowModel.setup_lakes" title="hydromt_wflow.WflowModel.setup_lakes"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_lakes()</span></code></a></p></th>
+<td><p>This component generates maps of lake areas and outlets as well as parameters with average lake area, depth a discharge values.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_reservoirs.html#hydromt_wflow.WflowModel.setup_reservoirs" title="hydromt_wflow.WflowModel.setup_reservoirs"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_reservoirs()</span></code></a></p></th>
+<td><p>This component generates maps of reservoir areas and outlets as well as parameters with average reservoir area, demand, min and max target storage capacities and discharge capacity values.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_glaciers.html#hydromt_wflow.WflowModel.setup_glaciers" title="hydromt_wflow.WflowModel.setup_glaciers"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_glaciers()</span></code></a></p></th>
+<td><p>This component generates maps of glacier areas, area fraction and volume fraction, as well as tables with temperature threshold, melting factor and snow-to-ice convertion fraction.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_lulcmaps.html#hydromt_wflow.WflowModel.setup_lulcmaps" title="hydromt_wflow.WflowModel.setup_lulcmaps"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_lulcmaps()</span></code></a></p></th>
+<td><p>This component derives several wflow maps are derived based on landuse- landcover (LULC) data.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_laimaps.html#hydromt_wflow.WflowModel.setup_laimaps" title="hydromt_wflow.WflowModel.setup_laimaps"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_laimaps()</span></code></a></p></th>
+<td><p>This component sets leaf area index (LAI) climatology maps per month.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_soilmaps.html#hydromt_wflow.WflowModel.setup_soilmaps" title="hydromt_wflow.WflowModel.setup_soilmaps"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_soilmaps()</span></code></a></p></th>
+<td><p>This component derives several (layered) soil parameters based on a database with physical soil properties using available point-scale (pedo)transfer functions (PTFs) from literature with upscaling rulesto ensure flux matching across scales.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_rootzoneclim.html#hydromt_wflow.WflowModel.setup_rootzoneclim" title="hydromt_wflow.WflowModel.setup_rootzoneclim"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_rootzoneclim()</span></code></a></p></th>
+<td><p>This component derives an estimate of the rooting depth from hydroclimatic data (as an alternative from the look-up table). The method can be applied for current conditions and future climate change conditions.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_outlets.html#hydromt_wflow.WflowModel.setup_outlets" title="hydromt_wflow.WflowModel.setup_outlets"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_outlets()</span></code></a></p></th>
+<td><p>This method sets the default gauge map based on basin outlets.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_gauges.html#hydromt_wflow.WflowModel.setup_gauges" title="hydromt_wflow.WflowModel.setup_gauges"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_gauges()</span></code></a></p></th>
+<td><p>This method sets the default gauge map based on a gauges_fn data.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_areamap.html#hydromt_wflow.WflowModel.setup_areamap" title="hydromt_wflow.WflowModel.setup_areamap"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_areamap()</span></code></a></p></th>
+<td><p>Setup area map from vector data to save wflow outputs for specific area.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_config_output_timeseries.html#hydromt_wflow.WflowModel.setup_config_output_timeseries" title="hydromt_wflow.WflowModel.setup_config_output_timeseries"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_config_output_timeseries()</span></code></a></p></th>
+<td><p>This method add new variable/column to the netcf/csv output section of the toml based on a selected gauge/area map.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_precip_forcing.html#hydromt_wflow.WflowModel.setup_precip_forcing" title="hydromt_wflow.WflowModel.setup_precip_forcing"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_precip_forcing()</span></code></a></p></th>
+<td><p>Setup gridded precipitation forcing at model resolution.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_temp_pet_forcing.html#hydromt_wflow.WflowModel.setup_temp_pet_forcing" title="hydromt_wflow.WflowModel.setup_temp_pet_forcing"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_temp_pet_forcing()</span></code></a></p></th>
+<td><p>Setup gridded reference evapotranspiration forcing at model resolution.</p></td>
+</tr>
+<tr class="row-odd"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_constant_pars.html#hydromt_wflow.WflowModel.setup_constant_pars" title="hydromt_wflow.WflowModel.setup_constant_pars"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_constant_pars()</span></code></a></p></th>
+<td><p>Setup constant parameter maps for all active model cells.</p></td>
+</tr>
+<tr class="row-even"><th class="stub"><p><a class="reference internal" href="../_generated/hydromt_wflow.WflowModel.setup_staticmaps_from_raster.html#hydromt_wflow.WflowModel.setup_staticmaps_from_raster" title="hydromt_wflow.WflowModel.setup_staticmaps_from_raster"><code class="xref py py-func docutils literal notranslate"><span class="pre">setup_staticmaps_from_raster()</span></code></a></p></th>
+<td><p>Setup staticmaps from raster to add parameters from direct data.</p></td>
+</tr>
+</tbody>
+</table>
 </section>
 <section id="model-components">
 <span id="id1"></span><h2>Model components<a class="headerlink" href="#model-components" title="Permalink to this heading">#</a></h2>