Add support for alpha_h1 parameter and the GLCNMO dataset (#272)

* add support for glcnmo and alpha_h1 * Update wflow.py * fix wflow_sediment lulc_vars * update (windows) test data * update linux test data * update changelog * fix review comments * fix linux test * improve resampling; update test data * update linux test data * Update hydromt_wflow/workflows/landuse.py Co-authored-by: hboisgon <[email protected]> --------- Co-authored-by: hboisgon <[email protected]>
Deltares · May 28, 2024 · fc83571 · fc83571
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diff --git a/docs/changelog.rst b/docs/changelog.rst
@@ -20,6 +20,8 @@ Added
 - better support for WflowModel states with new methods: **read_states**, **write_states** and **clip_states**. PR #252
 - new function **setup_cold_states** to prepare cold states for WflowModel. PR #252
 - new utils method **get_grid_from_config** to get the right wflow staticmaps variable based on the TOML configuration (e.g. detects name in netcdf, value, scale and offset). Only applied now to prepare cold states (e.g. not yet in read_grid). PR #252
+- Added support for the "GLCNMO" land-use dataset, with a default parameter mapping table (similar to the existing tables). PR #272
+- Added the `alpha_h1` parameter (based on land use maps). This parameter represents whether root water uptake reduction at soil water pressure head h1 occurs or not. By default, it is set  to 0.0 for all "non-natural" vegetation (crops) and to 1.0 for all "natural vegetation" PR #272
 
 Changed
 -------

diff --git a/examples/linux64/wflow_piave_clip/staticmaps.nc b/examples/linux64/wflow_piave_clip/staticmaps.nc
diff --git a/examples/linux64/wflow_piave_clip/wflow_sbm.toml b/examples/linux64/wflow_piave_clip/wflow_sbm.toml
@@ -65,6 +65,7 @@ canopystorage = "canopystorage"
 glacierstore = "glacierstore"
 
 [input.vertical]
+alpha_h1 = "alpha_h1"
 altitude = "wflow_dem"
 c = "c"
 cf_soil = "cf_soil"

diff --git a/examples/linux64/wflow_piave_subbasin/staticmaps.nc b/examples/linux64/wflow_piave_subbasin/staticmaps.nc
diff --git a/examples/linux64/wflow_piave_subbasin/wflow_sbm.toml b/examples/linux64/wflow_piave_subbasin/wflow_sbm.toml
@@ -65,6 +65,7 @@ canopystorage = "canopystorage"
 glacierstore = "glacierstore"
 
 [input.vertical]
+alpha_h1 = "alpha_h1"
 altitude = "wflow_dem"
 c = "c"
 cf_soil = "cf_soil"

diff --git a/examples/linux64/wflow_sediment_piave_subbasin/staticmaps.nc b/examples/linux64/wflow_sediment_piave_subbasin/staticmaps.nc
diff --git a/examples/wflow_piave_clip/staticmaps.nc b/examples/wflow_piave_clip/staticmaps.nc
diff --git a/examples/wflow_piave_clip/wflow_sbm.toml b/examples/wflow_piave_clip/wflow_sbm.toml
@@ -65,6 +65,7 @@ canopystorage = "canopystorage"
 glacierstore = "glacierstore"
 
 [input.vertical]
+alpha_h1 = "alpha_h1"
 altitude = "wflow_dem"
 c = "c"
 cf_soil = "cf_soil"

diff --git a/examples/wflow_piave_subbasin/staticmaps.nc b/examples/wflow_piave_subbasin/staticmaps.nc
diff --git a/examples/wflow_piave_subbasin/wflow_sbm.toml b/examples/wflow_piave_subbasin/wflow_sbm.toml
@@ -65,6 +65,7 @@ canopystorage = "canopystorage"
 glacierstore = "glacierstore"
 
 [input.vertical]
+alpha_h1 = "alpha_h1"
 altitude = "wflow_dem"
 c = "c"
 cf_soil = "cf_soil"

diff --git a/examples/wflow_sediment_piave_subbasin/staticmaps.nc b/examples/wflow_sediment_piave_subbasin/staticmaps.nc
diff --git a/hydromt_wflow/data/lulc/corine_mapping.csv b/hydromt_wflow/data/lulc/corine_mapping.csv
@@ -1,46 +1,46 @@
-corine,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac
-111,Continuous urban fabric,111,0.60,0.011,0.90,256.4,0.040,0.00,0.00
-112,Discontinuous urban fabric,112,0.60,0.011,0.75,256.4,0.040,0.01,0.00
-121,Industrial or commercial units and public facilities,121,0.60,0.011,1.00,0.0,0.040,0.00,0.00
-122,Road and rail networks and associated land,122,0.60,0.011,0.50,106.8,0.040,0.01,0.00
-123,Port areas,123,0.60,0.011,0.50,0.0,0.000,0.00,0.00
-124,Airports,124,0.60,0.011,0.50,106.8,0.040,0.01,0.00
-131,Mineral extraction sites,131,0.60,0.011,0.00,0.0,0.000,0.00,0.00
-132,Dump sites,132,0.60,0.011,0.50,0.0,0.000,0.00,0.00
-133,Construction sites,133,0.60,0.011,0.50,0.0,0.040,0.00,0.00
-141,Green urban areas,141,0.60,0.150,0.50,256.4,0.040,0.05,0.00
-142,Sport and leisure facilities,142,0.60,0.150,0.10,106.8,0.040,0.01,0.00
-211,Non-irrigated arable land,211,0.60,0.200,0.00,390.4,0.127,0.00,0.00
-212,Permanently irrigated arable land,212,0.60,0.200,0.00,248.6,0.127,0.00,0.00
-213,Rice fields,213,0.60,0.200,0.00,106.8,0.127,0.00,0.00
-221,Vineyards,221,0.70,0.500,0.00,432.4,0.070,0.20,0.00
-222,Fruit tree and berry plantations,222,0.70,0.500,0.00,429.8,0.070,0.20,0.00
-223,Olive groves,223,0.70,0.500,0.00,432.4,0.070,0.20,0.00
-231,Pastures meadows and other permanent grasslands under agricultural use,231,0.60,0.150,0.00,106.8,0.127,0.01,0.00
-241,Annual crops associated with permanent crops,241,0.60,0.200,0.00,390.4,0.127,0.00,0.00
-242,Complex cultivation patterns,242,0.60,0.200,0.00,390.4,0.127,0.00,0.00
-243,Land principally occupied by agriculture with significant areas of natural vegetation,243,0.60,0.440,0.00,284.3,0.127,0.00,0.00
-244,Agro-forestry areas,244,0.80,0.500,0.00,406.0,0.039,0.50,0.00
-311,Broad-leaved forest,311,0.80,0.600,0.00,429.8,0.036,0.50,0.00
-312,Coniferous forest,312,0.80,0.400,0.00,382.1,0.045,0.50,0.00
-313,Mixed forest,313,0.80,0.500,0.00,406.0,0.039,0.50,0.00
-321,Natural grassland,321,0.60,0.150,0.00,106.8,0.127,0.01,0.00
-322,Moors and heathland,322,0.60,0.240,0.00,178.2,0.090,0.05,0.00
-323,Sclerophyllous vegetation,323,0.70,0.500,0.00,432.4,0.070,0.10,0.00
-324,Transitional woodland/shrub,324,0.70,0.500,0.00,432.4,0.070,0.10,0.00
-331,Beaches dunes and sand plains,331,0.60,0.150,0.00,106.8,0.040,0.00,0.00
-332,Bare rock,332,0.60,0.010,1.00,0.0,0.000,0.00,0.00
-333,Sparsely vegetated areas,333,0.60,0.020,0.00,136.9,0.040,0.04,0.00
-334,Burnt areas,334,0.60,0.020,0.00,0.0,0.040,0.04,0.00
-335,Glaciers and perpetual snow,335,0.60,0.010,0.00,0.0,0.000,0.00,0.00
-411,Inland marshes,411,0.70,0.150,0.00,106.8,0.127,0.01,0.50
-412,Peatbogs,412,0.60,0.150,0.00,136.9,0.127,0.00,0.50
-421,Coastal salt marshes,421,0.70,0.150,0.00,106.8,0.127,0.01,0.50
-422,Salines,422,0.70,0.075,0.00,53.4,0.127,0.01,0.50
-423,Intertidal flats,423,0.70,0.075,0.00,53.4,0.127,0.01,0.50
-511,Water courses,511,0.70,0.010,0.00,0.0,0.000,0.00,1.00
-512,Water bodies,512,0.70,0.010,0.00,0.0,0.000,0.00,1.00
-521,Coastal lagoons,521,0.70,0.150,0.00,106.8,0.127,0.01,0.50
-522,Estuaries,522,0.70,0.150,0.00,106.8,0.000,0.01,0.50
-523,Sea and ocean,523,0.70,0.010,0.00,0.0,0.000,0.00,1.00
-999,No data,999,-999.00,-999.000,-999.00,-999.0,-999.000,-999.00,-999.00
+corine,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,alpha_h1
+111,Continuous urban fabric,111,0.6,0.011,0.9,256.4,0.04,0,0,1
+112,Discontinuous urban fabric,112,0.6,0.011,0.75,256.4,0.04,0.01,0,1
+121,Industrial or commercial units and public facilities,121,0.6,0.011,1,0,0.04,0,0,1
+122,Road and rail networks and associated land,122,0.6,0.011,0.5,106.8,0.04,0.01,0,1
+123,Port areas,123,0.6,0.011,0.5,0,0,0,0,1
+124,Airports,124,0.6,0.011,0.5,106.8,0.04,0.01,0,1
+131,Mineral extraction sites,131,0.6,0.011,0,0,0,0,0,1
+132,Dump sites,132,0.6,0.011,0.5,0,0,0,0,1
+133,Construction sites,133,0.6,0.011,0.5,0,0.04,0,0,1
+141,Green urban areas,141,0.6,0.15,0.5,256.4,0.04,0.05,0,1
+142,Sport and leisure facilities,142,0.6,0.15,0.1,106.8,0.04,0.01,0,1
+211,Non-irrigated arable land,211,0.6,0.2,0,390.4,0.127,0,0,0
+212,Permanently irrigated arable land,212,0.6,0.2,0,248.6,0.127,0,0,0
+213,Rice fields,213,0.6,0.2,0,106.8,0.127,0,0,0
+221,Vineyards,221,0.7,0.5,0,432.4,0.07,0.2,0,0
+222,Fruit tree and berry plantations,222,0.7,0.5,0,429.8,0.07,0.2,0,0
+223,Olive groves,223,0.7,0.5,0,432.4,0.07,0.2,0,0
+231,Pastures meadows and other permanent grasslands under agricultural use,231,0.6,0.15,0,106.8,0.127,0.01,0,1
+241,Annual crops associated with permanent crops,241,0.6,0.2,0,390.4,0.127,0,0,0
+242,Complex cultivation patterns,242,0.6,0.2,0,390.4,0.127,0,0,0
+243,Land principally occupied by agriculture with significant areas of natural vegetation,243,0.6,0.44,0,284.3,0.127,0,0,1
+244,Agro-forestry areas,244,0.8,0.5,0,406,0.039,0.5,0,1
+311,Broad-leaved forest,311,0.8,0.6,0,429.8,0.036,0.5,0,1
+312,Coniferous forest,312,0.8,0.4,0,382.1,0.045,0.5,0,1
+313,Mixed forest,313,0.8,0.5,0,406,0.039,0.5,0,1
+321,Natural grassland,321,0.6,0.15,0,106.8,0.127,0.01,0,1
+322,Moors and heathland,322,0.6,0.24,0,178.2,0.09,0.05,0,1
+323,Sclerophyllous vegetation,323,0.7,0.5,0,432.4,0.07,0.1,0,1
+324,Transitional woodland/shrub,324,0.7,0.5,0,432.4,0.07,0.1,0,1
+331,Beaches dunes and sand plains,331,0.6,0.15,0,106.8,0.04,0,0,1
+332,Bare rock,332,0.6,0.01,1,0,0,0,0,1
+333,Sparsely vegetated areas,333,0.6,0.02,0,136.9,0.04,0.04,0,1
+334,Burnt areas,334,0.6,0.02,0,0,0.04,0.04,0,1
+335,Glaciers and perpetual snow,335,0.6,0.01,0,0,0,0,0,1
+411,Inland marshes,411,0.7,0.15,0,106.8,0.127,0.01,0.5,1
+412,Peatbogs,412,0.6,0.15,0,136.9,0.127,0,0.5,1
+421,Coastal salt marshes,421,0.7,0.15,0,106.8,0.127,0.01,0.5,1
+422,Salines,422,0.7,0.075,0,53.4,0.127,0.01,0.5,1
+423,Intertidal flats,423,0.7,0.075,0,53.4,0.127,0.01,0.5,1
+511,Water courses,511,0.7,0.01,0,0,0,0,1,1
+512,Water bodies,512,0.7,0.01,0,0,0,0,1,1
+521,Coastal lagoons,521,0.7,0.15,0,106.8,0.127,0.01,0.5,1
+522,Estuaries,522,0.7,0.15,0,106.8,0,0.01,0.5,1
+523,Sea and ocean,523,0.7,0.01,0,0,0,0,1,1
+999,No data,999,-999,-999,-999,-999,-999,-999,-999,-999
diff --git a/hydromt_wflow/data/lulc/esa_worldcover_mapping.csv b/hydromt_wflow/data/lulc/esa_worldcover_mapping.csv
@@ -1,13 +1,13 @@
-esa,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,USLE_C,Cov_River
-10,Tree cover,10,0.8,0.5,0,369,0.0477,0.5,0,0.0069,12.3
-20,Shrubland,20,0.07,0.5,0,410,0.07,0.1,0,0.05,1.97
-30,Grasland,30,0.6,0.15,0,106.8,0.1272,0,0,0.045,1.97
-40,Cropland,40,0.6,0.2,0,390.4,0.1272,0,0,0.3,1.97
-50,Built-up,50,0.7,0.011,0.9,257.4,0.04,0.01,0,0,1
-60,Bare / sparse vegetation,60,0.6,0.02,0,10.7,0.04,0.04,0,0.25,1.97
-70,Snow and Ice,70,0.6,0.01,0,0,0,0,0,0,1
-80,Permanent water bodies,80,0.7,0.01,0,0,0,0,1,0,1
-90,Herbaceous wetland,90,0.6,0.15,0,106.8,0.1272,0,0,0.05,1.97
-95,Mangroves,95,0.8,0.5,0,369,0.0477,0.5,0.5,0.0069,12.3
-100,Moss and lichen,100,0.6,0.085,0,136.9,0.04,0,0,0.04,1.97
-0,No data,0,-999,-999,-999,-999,-999,-999,-999,-999,-999
+esa,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,alpha_h1,USLE_C,Cov_River
+10,Tree cover,10,0.8,0.5,0,369,0.0477,0.5,0,1,0.0069,12.3
+20,Shrubland,20,0.07,0.5,0,410,0.07,0.1,0,1,0.05,1.97
+30,Grasland,30,0.6,0.15,0,106.8,0.1272,0,0,1,0.045,1.97
+40,Cropland,40,0.6,0.2,0,390.4,0.1272,0,0,0,0.3,1.97
+50,Built-up,50,0.7,0.011,0.9,257.4,0.04,0.01,0,1,0,1
+60,Bare / sparse vegetation,60,0.6,0.02,0,10.7,0.04,0.04,0,1,0.25,1.97
+70,Snow and Ice,70,0.6,0.01,0,0,0,0,0,1,0,1
+80,Permanent water bodies,80,0.7,0.01,0,0,0,0,1,1,0,1
+90,Herbaceous wetland,90,0.6,0.15,0,106.8,0.1272,0,0,1,0.05,1.97
+95,Mangroves,95,0.8,0.5,0,369,0.0477,0.5,0.5,1,0.0069,12.3
+100,Moss and lichen,100,0.6,0.085,0,136.9,0.04,0,0,1,0.04,1.97
+0,No data,0,-999,-999,-999,-999,-999,-999,-999,-999,-999,-999
diff --git a/hydromt_wflow/data/lulc/glcnmo_mapping.csv b/hydromt_wflow/data/lulc/glcnmo_mapping.csv
@@ -0,0 +1,22 @@
+glcnmo,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,alpha_h1,USLE_C,Cov_River
+1,Broadleaf Evergreen Forest,1,0.8,0.6,0,294.1,0.036,0.5,0,1,0.0065,19.2
+2,Broadleaf Deciduous Forest,2,0.8,0.6,0,429.8,0.036,0.5,0,1,0.001,19.2
+3,Needleleaf Evergreen Forest,3,0.8,0.4,0,382.2,0.045,0.5,0,1,0.001,19.2
+4,Needleleaf Deciduous Forest,4,0.8,0.4,0,215.3,0.045,0.5,0,1,0.001,19.2
+5,Mixed Forest,5,0.8,0.5,0,406,0.0393,0.5,0,1,0.0065,19.2
+6,Tree open,6,0.8,0.5,0,408,0.0553,0.5,0,1,0.01,5.4
+7,Shrub,7,0.07,0.5,0,410,0.07,0.1,0,1,0.05,1.97
+8,Herbaceous,8,0.6,0.15,0,106.8,0.1272,0,0,1,0.045,1.97
+9,Herbaceous with sparse tree/shrub,9,0.6,0.15,0,106.8,0.1272,0,0,1,0.045,1.97
+10,Sparse vegetation,10,0.6,0.02,0,10.7,0.04,0.04,0,1,0.25,1.97
+11,Cropland,11,0.6,0.2,0,390.4,0.1272,0,0,0,0.3,1.97
+12,Paddy field,12,0.6,0.2,0,106.8,0.127,0,0,0,0.05,1.97
+13,Cropland / Other Vegetation Mosaic,14,0.6,0.44,0,397,0.127,0.01,0,0,0.27,1.97
+14,Mangrove,14,0.8,0.5,0,369,0.0477,0.5,0.5,1,0.0069,12.3
+15,Wetland,15,0.6,0.15,0,106.8,0.1272,0,0,1,0.05,1.97
+16,Bare area consolidated(gravel/rock),16,0.6,0.01,0,0,0.04,0,0,1,0,1
+17,Bare area unconsolidated (sand),17,0.6,0.01,0,0,0.04,0,0,1,0,1
+18,Urban,18,0.6,0.011,0.75,179,0.04,0.01,0,1,0,1
+19,Snow / Ice,19,0.6,0.01,0,0,0,0,0,1,0,1
+20,Water bodies,20,0.7,0.01,0,0,0,0,1,1,0,1
+0,No data,0,-999,-999,-999,-999,-999,-999,-999,-999,-999,-999
diff --git a/hydromt_wflow/data/lulc/globcover_mapping.csv b/hydromt_wflow/data/lulc/globcover_mapping.csv
@@ -1,24 +1,24 @@
-globcover,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,USLE_C,Cov_River
-11,Post-flooding or irrigated croplands (or aquatic),11,0.6,0.2,0.0,390.0,0.127,0.01,0.0,0.2,0.97
-14,Rainfed croplands,14,0.6,0.2,0.0,390.0,0.127,0.0,0.0,0.35,1.97
-20,Mosaic cropland (50-70%) / vegetation (grassland/shrubland/forest) (20-50%),20,0.6,0.44,0.0,397.0,0.127,0.01,0.0,0.27,1.97
-30,"Mosaic vegetation (grassland/shrubland/forest) (50-70%) / cropland (20-50%) ",30,0.6,0.56,0.0,400.0,0.127,0.01,0.0,0.25,1.97
-40,Closed to open (>15%) broadleaved evergreen or semi-deciduous forest (>5m),40,0.6,0.3,0.0,308.0,0.039,0.5,0.0,0.0065,5.40
-50,Closed (>40%) broadleaved deciduous forest (>5m),50,0.8,0.8,0.0,430.0,0.036,0.5,0.0,0.001,19.20
-60,Open (15-40%) broadleaved deciduous forest/woodland (>5m),60,0.8,0.4,0.0,430.0,0.036,0.5,0.0,0.01,5.40
-70,Closed (>40%) needleleaved evergreen forest (>5m),70,0.8,0.1,0.0,382.0,0.045,0.5,0.0,0.001,19.20
-90,Open (15-40%) needleleaved deciduous or evergreen forest (>5m),90,0.8,0.4,0.0,382.0,0.045,0.5,0.0,0.01,5.40
-100,Mosaic forest or shrubland (50-70%) / grassland (20-50%),100,0.8,0.3,0.0,406.0,0.039,0.5,0.0,0.02,5.40
-110,Mosaic forest or shrubland (50-70%) / grassland (20-50%),110,0.6,0.456,0.0,286.0,0.07,0.2,0.0,0.015,5.40
-120,"Mosaic grassland (50-70%) / forest or shrubland (20-50%) ",120,0.6,0.5,0.0,179.0,0.127,0.05,0.0,0.03,1.97
-130,Closed to open (>15%) (broadleaved or needleleaved evergreen or deciduous) shrubland (<5m),130,0.6,0.5,0.0,432.0,0.07,0.1,0.0,0.035,1.97
-140,Closed to open (>15%) herbaceous vegetation (grassland savannas or lichens/mosses),140,0.6,0.24,0.0,457.0,0.09,0.0,0.0,0.05,1.97
-150,Closed to open (>15%) herbaceous vegetation (grassland savannas or lichens/mosses),150,0.6,0.02,0.0,137.0,0.04,0.04,0.0,0.35,1.97
-160,Closed to open (>15%) broadleaved forest regularly flooded (semi-permanently or temporarily) - Fresh or brackish water,160,0.6,0.3,0.0,308.0,0.04,0.1,0.0,0.001,5.40
-170,Closed (>40%) broadleaved forest or shrubland permanently flooded - Saline or brackish water,170,0.8,0.8,0.0,308.0,0.036,0.2,0.0,0.0005,19.20
-180,Closed to open (>15%) grassland or woody vegetation on regularly flooded or waterlogged soil -  Fresh brackish or saline water,180,0.6,0.15,0.0,107.0,0.127,0.01,0.0,0.04,1.97
-190,Artificial surfaces and associated areas (Urban areas >50%),190,0.6,0.011,0.75,179.0,0.04,0.01,0.0,0.0,1.0
-200,Bare areas,200,0.6,0.01,0.0,0.0,0.04,0.0,0.0,0.0,1.0
-210,Water bodies,210,0.7,0.08,0.0,0.0,0.04,0.0,1.0,0.0,1.0
-220,Permanent snow and ice,220,0.6,0.01,0.0,0.0,0.04,0.0,0.0,0.0,1.0
-230,No Data,230,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0
+globcover,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,alpha_h1,USLE_C,Cov_River
+11,Post-flooding or irrigated croplands (or aquatic),11,0.6,0.2,0,390,0.127,0.01,0,0,0.2,0.97
+14,Rainfed croplands,14,0.6,0.2,0,390,0.127,0,0,0,0.35,1.97
+20,Mosaic cropland (50-70%) / vegetation (grassland/shrubland/forest) (20-50%),20,0.6,0.44,0,397,0.127,0.01,0,0,0.27,1.97
+30,Mosaic vegetation (grassland/shrubland/forest) (50-70%) / cropland (20-50%) ,30,0.6,0.56,0,400,0.127,0.01,0,1,0.25,1.97
+40,Closed to open (>15%) broadleaved evergreen or semi-deciduous forest (>5m),40,0.6,0.3,0,308,0.039,0.5,0,1,0.0065,5.4
+50,Closed (>40%) broadleaved deciduous forest (>5m),50,0.8,0.8,0,430,0.036,0.5,0,1,0.001,19.2
+60,Open (15-40%) broadleaved deciduous forest/woodland (>5m),60,0.8,0.4,0,430,0.036,0.5,0,1,0.01,5.4
+70,Closed (>40%) needleleaved evergreen forest (>5m),70,0.8,0.1,0,382,0.045,0.5,0,1,0.001,19.2
+90,Open (15-40%) needleleaved deciduous or evergreen forest (>5m),90,0.8,0.4,0,382,0.045,0.5,0,1,0.01,5.4
+100,Mosaic forest or shrubland (50-70%) / grassland (20-50%),100,0.8,0.3,0,406,0.039,0.5,0,1,0.02,5.4
+110,Mosaic forest or shrubland (50-70%) / grassland (20-50%),110,0.6,0.456,0,286,0.07,0.2,0,1,0.015,5.4
+120,Mosaic grassland (50-70%) / forest or shrubland (20-50%) ,120,0.6,0.5,0,179,0.127,0.05,0,1,0.03,1.97
+130,Closed to open (>15%) (broadleaved or needleleaved evergreen or deciduous) shrubland (<5m),130,0.6,0.5,0,432,0.07,0.1,0,1,0.035,1.97
+140,Closed to open (>15%) herbaceous vegetation (grassland savannas or lichens/mosses),140,0.6,0.24,0,457,0.09,0,0,1,0.05,1.97
+150,Closed to open (>15%) herbaceous vegetation (grassland savannas or lichens/mosses),150,0.6,0.02,0,137,0.04,0.04,0,1,0.35,1.97
+160,Closed to open (>15%) broadleaved forest regularly flooded (semi-permanently or temporarily) - Fresh or brackish water,160,0.6,0.3,0,308,0.04,0.1,0,1,0.001,5.4
+170,Closed (>40%) broadleaved forest or shrubland permanently flooded - Saline or brackish water,170,0.8,0.8,0,308,0.036,0.2,0,1,0.0005,19.2
+180,Closed to open (>15%) grassland or woody vegetation on regularly flooded or waterlogged soil -  Fresh brackish or saline water,180,0.6,0.15,0,107,0.127,0.01,0,1,0.04,1.97
+190,Artificial surfaces and associated areas (Urban areas >50%),190,0.6,0.011,0.75,179,0.04,0.01,0,1,0,1
+200,Bare areas,200,0.6,0.01,0,0,0.04,0,0,1,0,1
+210,Water bodies,210,0.7,0.08,0,0,0.04,0,1,1,0,1
+220,Permanent snow and ice,220,0.6,0.01,0,0,0.04,0,0,1,0,1
+230,No Data,230,-999,-999,-999,-999,-999,-999,-999,-999,-999,-999
diff --git a/hydromt_wflow/data/lulc/vito_mapping.csv b/hydromt_wflow/data/lulc/vito_mapping.csv
@@ -1,24 +1,24 @@
-vito,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,USLE_C,Cov_River
-20,Shrubs,20,0.07,0.5,0.0,410,0.07,0.1,0.0,0.05,1.97
-30,Herbaceous vegetation,30,0.6,0.15,0.0,106.8,0.1272,0.0,0.0,0.045,1.97
-40,Cultivated and managed vegetation/agriculture (cropland),40,0.6,0.2,0.0,390.4,0.1272,0.0,0.0,0.3,1.97
-50,Urban / built up,50,0.7,0.011,0.9,257.4,0.04,0.01,0.0,0.0,1
-60,Bare / sparse vegetation,60,0.6,0.02,0.0,10.7,0.04,0.04,0.0,0.25,1.97
-70,Snow and Ice,70,0.6,0.01,0.0,0.0,0.0,0.0,0.0,0.0,1
-80,Permanent water bodies,80,0.7,0.01,0.0,0.0,0.0,0.0,1.0,0.0,1
-90,Herbaceous wetland,90,0.6,0.15,0.0,106.8,0.1272,0.0,0.0,0.05,1.97
-100,Moss and lichen,100,0.6,0.085,0.0,136.9,0.04,0.0,0.0,0.04,1.97
-111,Closed forest evergreen needle leaf,111,0.8,0.4,0.0,382.2,0.045,0.5,0.0,0.001,19.2
-112,Closed forest evergreen broad leaf,112,0.8,0.6,0.0,294.1,0.036,0.5,0.0,0.0065,19.2
-113,Closed forest deciduous needle leaf,113,0.8,0.4,0.0,215.3,0.045,0.5,0.0,0.001,19.2
-114,Closed forest deciduous broad leaf,114,0.8,0.6,0.0,429.8,0.036,0.5,0.0,0.001,19.2
-115,Closed forest mixed,115,0.8,0.5,0.0,406,0.0393,0.5,0.0,0.0065,19.2
-116,Closed forest unknown,116,0.8,0.5,0.0,406,0.0393,0.5,0.0,0.0065,19.2
-121,Open forest evergreen needle leaf,121,0.8,0.45,0.0,396.1,0.0575,0.5,0.0,0.01,5.4
-122,Open forest evergreen broad leaf,122,0.8,0.55,0.0,352,0.053,0.5,0.0,0.01,5.4
-123,Open forest deciduous needle leaf,123,0.8,0.45,0.0,312.6,0.0575,0.5,0.0,0.01,5.4
-124,Open forest deciduous broad leaf,124,0.8,0.55,0.0,419.9,0.053,0.5,0.0,0.01,5.4
-125,Open forest mixed,125,0.8,0.5,0.0,408,0.0553,0.5,0.0,0.01,5.4
-126,Open forest unknown,126,0.8,0.5,0.0,408,0.0553,0.5,0.0,0.01,5.4
-200,Open sea,200,0.7,0.01,0.0,0.0,0.0,0.0,1.0,0.0,1
-0,No data,0.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0,-999.0
+vito,description,landuse,Kext,N,PathFrac,RootingDepth,Sl,Swood,WaterFrac,alpha_h1,USLE_C,Cov_River
+20,Shrubs,20,0.07,0.5,0,410,0.07,0.1,0,1,0.05,1.97
+30,Herbaceous vegetation,30,0.6,0.15,0,106.8,0.1272,0,0,1,0.045,1.97
+40,Cultivated and managed vegetation/agriculture (cropland),40,0.6,0.2,0,390.4,0.1272,0,0,0,0.3,1.97
+50,Urban / built up,50,0.7,0.011,0.9,257.4,0.04,0.01,0,1,0,1
+60,Bare / sparse vegetation,60,0.6,0.02,0,10.7,0.04,0.04,0,1,0.25,1.97
+70,Snow and Ice,70,0.6,0.01,0,0,0,0,0,1,0,1
+80,Permanent water bodies,80,0.7,0.01,0,0,0,0,1,1,0,1
+90,Herbaceous wetland,90,0.6,0.15,0,106.8,0.1272,0,0,1,0.05,1.97
+100,Moss and lichen,100,0.6,0.085,0,136.9,0.04,0,0,1,0.04,1.97
+111,Closed forest evergreen needle leaf,111,0.8,0.4,0,382.2,0.045,0.5,0,1,0.001,19.2
+112,Closed forest evergreen broad leaf,112,0.8,0.6,0,294.1,0.036,0.5,0,1,0.0065,19.2
+113,Closed forest deciduous needle leaf,113,0.8,0.4,0,215.3,0.045,0.5,0,1,0.001,19.2
+114,Closed forest deciduous broad leaf,114,0.8,0.6,0,429.8,0.036,0.5,0,1,0.001,19.2
+115,Closed forest mixed,115,0.8,0.5,0,406,0.0393,0.5,0,1,0.0065,19.2
+116,Closed forest unknown,116,0.8,0.5,0,406,0.0393,0.5,0,1,0.0065,19.2
+121,Open forest evergreen needle leaf,121,0.8,0.45,0,396.1,0.0575,0.5,0,1,0.01,5.4
+122,Open forest evergreen broad leaf,122,0.8,0.55,0,352,0.053,0.5,0,1,0.01,5.4
+123,Open forest deciduous needle leaf,123,0.8,0.45,0,312.6,0.0575,0.5,0,1,0.01,5.4
+124,Open forest deciduous broad leaf,124,0.8,0.55,0,419.9,0.053,0.5,0,1,0.01,5.4
+125,Open forest mixed,125,0.8,0.5,0,408,0.0553,0.5,0,1,0.01,5.4
+126,Open forest unknown,126,0.8,0.5,0,408,0.0553,0.5,0,1,0.01,5.4
+200,Open sea,200,0.7,0.01,0,0,0,0,1,1,0,1
+0,No data,0,-999,-999,-999,-999,-999,-999,-999,-999,-999,-999