diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6958df03..6a8bc68e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,19 @@
 ## Xarray-Spatial Changelog
 -----------
 
+### Version 0.4.0 - 2024-04-25
+- Python 3.12 is now supported!
+- Python 3.9 & 3.8 are no longer supported.
+- Documentation has also been moved to https://xarray-spatial.readthedocs.io/
+
+Pull Requests merged in this release include:
+- Add links to docs to readme (#800)
+- Update readthedocs configuration (#798)
+- Fix typo in readthedocs config (#799)
+- Move docs to readthedocs (#797)
+- Bunch of CI/CD-related fixes (#796)
+- chore: Remove numpy pin, pin datashader, drop Python 3.7 (#789)
+
 ### Version 0.3.7 - 2023-06-05
 The 0.3.7 release is a hot fix for 0.3.6, which has problem with publishing to PyPi
 as the package exceeds the limit of 100MB. In this new release, example notebooks are
diff --git a/RELEASE.md b/RELEASE.md
index b08038d0..f95c1fdb 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -3,8 +3,6 @@
 ### Preparation
 - Create a new branch containing the following changes:
   - Update CHANGELOG.md with new version number and list of changes extracted from `git log --pretty=oneline --pretty=format:"- %s" <lastest_release_tag>..HEAD`.
-  - Add the new version reference in `xarray-spatial/docs/source/releases.json`
-  - Check that the new version number is included in `smv_tag_whitelist` in `docs/source/conf.py` so that the docs will be built and uploaded by CI.
 - Commit changes and submit them as a PR to the `master` branch.
 - If the CI passes OK, merge the PR.
 
@@ -29,7 +27,8 @@ git push --tags
   - Click `Publish release`.
 
 ### Documentation
-- When the github release is created, a github action automatically builds the documentation and uploads it to https://xarray-spatial.org/.  This can take more than an hour to finish.
+
+- When the github release is created, a github action automatically builds the documentation and uploads it to https://xarray-spatial.readthedocs.io/.
 
 ### conda-forge packages
 - A bot in https://github.com/conda-forge/xarray-spatial-feedstock runs periodically to identify the new PyPI release and update the conda recipe appropriately. This should create a new PR, run tests to check that the conda build works, and automatically upload the packages to conda-forge if everything is OK. Check this works, a few hours after the PyPI release.