diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 201a02778..7233985bd 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -126,6 +126,9 @@ jobs:
           - tox-env: py311-coverage-sbck
             python-version: "3.11"
             markers: -m 'not slow'
+          - tox-env: py312-coverage-numba
+            python-version: "3.12"
+            markers: -m 'not slow'
           - tox-env: notebooks_doctests
             python-version: "3.10"
           - tox-env: offline-prefetch
@@ -172,7 +175,7 @@ jobs:
 
   test-conda:
     needs: lint
-    name: test-conda-${{ matrix.tox-env }} (Python${{ matrix.python-version }})
+    name: test-conda-Python${{ matrix.python-version }}
     if: |
       contains(github.event.pull_request.labels.*.name, 'approved') ||
       (github.event.review.state == 'approved') ||
@@ -181,8 +184,8 @@ jobs:
     strategy:
       matrix:
         include:
-          - tox-env: py310
-            python-version: "3.10"
+          - python-version: "3.9"
+          - python-version: "3.12"
     defaults:
       run:
         shell: bash -l {0}
diff --git a/CHANGES.rst b/CHANGES.rst
index c80832fcf..0a6d038e0 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -8,6 +8,7 @@ Contributors to this version: Juliette Lavoie (:user:`juliettelavoie`), Pascal B
 
 Announcements
 ^^^^^^^^^^^^^
+* `xclim` now officially supports Python3.12 (requires `numba>=0.59.0`). (:pull:`1613`).
 * `xclim` now adheres to the `Semantic Versioning 2.0.0 <https://semver.org/>`_ specification. (:issue:`1556`, :pull:`1569`).
 * The `xclim` repository now uses `GitHub Discussions <https://github.com/Ouranosinc/xclim/discussions>`_ to offer help for users, coordinate translation efforts, and support general Q&A for the `xclim` community. The `xclim` `Gitter` room has been deprecated in favour of GitHub Discussions. (:issue:`1571`, :pull:`1572`).
 
diff --git a/environment.yml b/environment.yml
index 04ae0e482..3ce0cefa9 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,78 +1,79 @@
 name: xclim
 channels:
-    - conda-forge
-    - defaults
+  - numba  # Added to gain access to Python3.12-compatible numba release candidates.
+  - conda-forge
+  - defaults
 dependencies:
-    - python >=3.8
-    - astroid
-    - boltons >=20.1
-    - bottleneck >=1.3.1
-    - cf_xarray >=0.6.1
-    - cftime >=1.4.1
-    - Click >=8.1
-    - dask >=2.6.0
-    - importlib-resources  # For Python3.8
-    - jsonpickle
-    - lmoments3
-    - numba
-    - numpy >=1.16
-    - pandas >=0.23,<2.2
-    - pint >=0.9
-    - poppler >=0.67
-    - pyyaml
-    - scikit-learn >=0.21.3
-    - scipy >=1.2
-    - statsmodels
-    - xarray >=2022.06.0,<2023.11.0
-    - yamale
-    # Extras
-    - eofs
-    - flox
+  - python >=3.8
+  - astroid
+  - boltons >=20.1
+  - bottleneck >=1.3.1
+  - cf_xarray >=0.6.1
+  - cftime >=1.4.1
+  - Click >=8.1
+  - dask >=2.6.0
+  - importlib-resources  # For Python3.8
+  - jsonpickle
+  - lmoments3
+  - numba
+  - numpy >=1.16
+  - pandas >=0.23,<2.2
+  - pint >=0.9
+  - poppler >=0.67
+  - pyyaml
+  - scikit-learn >=0.21.3
+  - scipy >=1.2
+  - statsmodels
+  - xarray >=2022.06.0,<2023.11.0
+  - yamale
+  # Extras
+  - eofs
+  - flox
   # Testing and development dependencies
-    - black >=22.12
-    - blackdoc
-    - bump-my-version
-    - cairosvg
-    - codespell
-    - coverage
-    - distributed >=2.0
-    - filelock
-    - flake8
-    - flake8-rst-docstrings
-    - flit
-    - h5netcdf
-    - ipykernel
-    - ipython
-    - matplotlib
-    - mypy
-    - nbqa
-    - nbsphinx
-    - nbval
-    - nc-time-axis
-    - netCDF4 >=1.4
-    - notebook
-    - platformdirs
-    - pooch
-    - pre-commit
-    - pybtex
-    - pylint
-    - pytest
-    - pytest-cov
-    - pytest-socket
-    - pytest-xdist >=3.2
-    - ruff >=0.1.0
-    - sphinx
-    - sphinx-autodoc-typehints
-    - sphinx-codeautolink
-    - sphinx-copybutton
-    - sphinx_rtd_theme >=1.0
-    - sphinxcontrib-bibtex
-    - tokenize-rt
-    - tox
-#    - tox-conda  # Will be added when a tox@v4.0+ compatible plugin is released.
-    - xdoctest
-    - yamllint
-    - pip
-    - pip:
-        - flake8-alphabetize
-        - sphinxcontrib-svg2pdfconverter
+  - black >=22.12
+  - blackdoc
+  - bump-my-version
+  - cairosvg
+  - codespell
+  - coverage
+  - distributed >=2.0
+  - filelock
+  - flake8
+  - flake8-rst-docstrings
+  - flit
+  - h5netcdf
+  - ipykernel
+  - ipython
+  - matplotlib
+  - mypy
+  - nbqa
+  - nbsphinx
+  - nbval
+  - nc-time-axis
+  - netCDF4 >=1.4
+  - notebook
+  - platformdirs
+  - pooch
+  - pre-commit
+  - pybtex
+  - pylint
+  - pytest
+  - pytest-cov
+  - pytest-socket
+  - pytest-xdist >=3.2
+  - ruff >=0.1.0
+  - sphinx
+  - sphinx-autodoc-typehints
+  - sphinx-codeautolink
+  - sphinx-copybutton
+  - sphinx-rtd-theme >=1.0
+  - sphinxcontrib-bibtex
+  - tokenize-rt
+  - tox
+#  - tox-conda  # Will be added when a tox@v4.0+ compatible plugin is released.
+  - xdoctest
+  - yamllint
+  - pip
+  - pip:
+    - flake8-alphabetize
+    - sphinxcontrib-svg2pdfconverter
diff --git a/pyproject.toml b/pyproject.toml
index 7b822c8ec..855f13943 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,6 +27,7 @@ classifiers = [
   "Programming Language :: Python :: 3.9",
   "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
   "Topic :: Scientific/Engineering :: Atmospheric Science"
 ]
 dynamic = ["description", "version"]
diff --git a/tox.ini b/tox.ini
index 3017f8de9..1c0692cf5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -10,6 +10,7 @@ env_list =
     py39-upstream-doctest
     py310
     py311
+    py312-numba
 labels =
     test = py38, py39-upstream-doctest, py310, py311, notebooks_doctests, offline-prefetch
 requires =
@@ -103,6 +104,12 @@ passenv =
 extras = dev
 deps =
     py38: scipy<1.9
+    # FIXME: Remove when Python3.8 is dropped
+    py38: numba<0.59.0
+    py38: llvmlite<0.42.0
+    # FIXME: Remove when numba 0.59.0 is released
+    numba: numba==0.59.0rc1
+    numba: llvmlite==0.42.0rc1
     coverage: coveralls
     upstream: -rrequirements_upstream.txt
     eofs: eofs