diff --git a/docs/changelog.md b/docs/changelog.md
index b3be8cc..cdb7dc6 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,21 @@
 # Changelog
 
+## v0.5.0
+
+### New features
+
+- Added draft version of a Journal of Open Source Software paper
+- Added benchmarking notebook that compares performance with parallelisation on and off
+
+### Bug fixes
+
+- Fix documentation to point to correct location of `list_models` function (e.g. `eo_tides.utils.list_models`)
+
+### Breaking changes
+
+- Removed Python 3.9 support
+- Added Python 3.13 support
+
 ## v0.4.0
 
 ### New features
diff --git a/docs/notebooks/Tide_statistics.ipynb b/docs/notebooks/Tide_statistics.ipynb
index bf9052e..ee8d3ed 100644
--- a/docs/notebooks/Tide_statistics.ipynb
+++ b/docs/notebooks/Tide_statistics.ipynb
@@ -464,16 +464,11 @@
     ")\n"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "We can see that at this location, combining Sentinel-2 and Sentinel-1 data greatly improves our biases: our satellite data now covers ~85% of the modelled astronomical tide range, and only fails to observe 10% of the highest tides and 6% of the lowest tides!"
+    "We can see that at this location, combining Sentinel-2 and Sentinel-1 data greatly improves our biases: our satellite data now covers ~89% of the modelled astronomical tide range, and only fails to observe 8% of the highest tides and 2% of the lowest tides!"
    ]
   },
   {