diff --git a/docs/conf.py b/docs/conf.py
index 08daf293..096a39ef 100755
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -62,6 +62,7 @@
     "sphinx.ext.todo",
     "myst_parser",
     "sphinx_copybutton",
+    "sphinx_favicon",
     "nbsphinx",
 ]
 
@@ -71,8 +72,8 @@
 
 
 extlinks = {
-    "issue": ("https://github.com/openradar/xradar/issues/%s", "GH"),
-    "pull": ("https://github.com/openradar/xradar/pull/%s", "PR"),
+    "issue": ("https://github.com/openradar/xradar/issues/%s", "GH %s"),
+    "pull": ("https://github.com/openradar/xradar/pull/%s", "PR %s"),
 }
 
 mathjax_path = (
@@ -250,18 +251,6 @@ def _custom_edit_url(
 html_theme_options = {
     "announcement": "<p>xradar is in an early stage of development, please report any issues <a href='https://github.com/openradar/xradar/issues'>here!</a></p>",
     "github_url": "https://github.com/openradar/xradar",
-    "favicons": [
-        {
-            "rel": "icon",
-            "sizes": "16x16",
-            "href": "openradar_micro.svg",
-        },
-        {
-            "rel": "icon",
-            "sizes": "32x32",
-            "href": "openradar_micro.svg",
-        },
-    ],
     "icon_links": [
         {
             "name": "PyPI",
@@ -284,6 +273,19 @@ def _custom_edit_url(
 # so a file named "default.css" will overwrite the builtin "default.css".
 html_static_path = ["_static"]
 
+favicons = [
+    {
+        "rel": "icon",
+        "sizes": "16x16",
+        "href": "openradar_micro.svg",
+    },
+    {
+        "rel": "icon",
+        "sizes": "32x32",
+        "href": "openradar_micro.svg",
+    },
+]
+
 
 # -- Options for HTMLHelp output ---------------------------------------
 
diff --git a/docs/exporters.md b/docs/exporters.md
index fbba992d..fc7f3d09 100644
--- a/docs/exporters.md
+++ b/docs/exporters.md
@@ -4,7 +4,7 @@ Exporting is only supported for acknowledged standards.
 
 Currently xradar can export:
 
-- [](#odim_h5)
+- [](#odim-h5)
 - [](#cfradial2)
 - [](#cfradial1)
 
diff --git a/docs/history.md b/docs/history.md
index 72bdc128..87890337 100644
--- a/docs/history.md
+++ b/docs/history.md
@@ -3,6 +3,7 @@
 ## Development version (unreleased)
 
 * FIX: Add history to cfradial1 output, and fix minor error in CfRadial1_Export.ipynb notebook({pull}`132`) by [@syedhamidali](https://github.com/syedhamidali)
+* FIX: fix readthedocs build for python 3.12 ({pull}`140`) by [@kmuehlbauer](https://github.com/kmuehlbauer).
 
 ## 0.4.0 (2023-09-27)
 
diff --git a/docs/importers.md b/docs/importers.md
index 75f17e41..f87c0eae 100644
--- a/docs/importers.md
+++ b/docs/importers.md
@@ -5,11 +5,11 @@ To import different radar data different approaches are used.
 Currently xradar can import:
 
 - [](#cfradial1)
-- [](#odim_h5)
+- [](#odim-h5)
 - [](#gamic-hdf5)
 - [](#furuno-scn-and-scnx)
 - [](#rainbow)
-- [](#irissigmet)
+- [](#iris-sigmet)
 
 ## CfRadial1
 
diff --git a/docs/usage.md b/docs/usage.md
index 4005cf93..e554fe51 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -36,4 +36,5 @@ notebooks/Read-plot-Sigmet-data-from-AWS
 notebooks/plot-ppi
 notebooks/angle_reindexing
 notebooks/Multi-Volume-Concatenation.ipynb
+notebooks/multiple-sweeps-into-volume-scan.ipynb
 ```
diff --git a/environment.yml b/environment.yml
index 18b0d9fc..43fe0fc8 100644
--- a/environment.yml
+++ b/environment.yml
@@ -9,6 +9,7 @@ dependencies:
   - myst-parser
   - sphinx
   - sphinx-copybutton
+  - sphinx-favicon
   - nbsphinx
   - ipykernel
   - h5netcdf