diff --git a/.readthedocs.yml b/.readthedocs.yml
new file mode 100644
index 00000000..b0a2a0d0
--- /dev/null
+++ b/.readthedocs.yml
@@ -0,0 +1,12 @@
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "mambaforge-4.10"
+
+sphinx:
+  configuration: docs/conf.py
+
+conda:
+  environment: continuous_integration/environment-doc.yml
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index e5511b11..3789f7d1 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -47,7 +47,7 @@ conda environment for building the dask-image documentation:
 
 .. code-block:: console
 
-    $ conda env create -f environment_doc.yml
+    $ conda env create -f continuous_integration/environment-doc.yml
     $ conda activate dask_image_doc_env
 
 This conda environment contains dask-image and its dependencies, sphinx,
diff --git a/continuous_integration/environment-doc.yml b/continuous_integration/environment-doc.yml
new file mode 100644
index 00000000..72c4f6a5
--- /dev/null
+++ b/continuous_integration/environment-doc.yml
@@ -0,0 +1,19 @@
+name: dask_image_doc_env
+
+channels:
+  - conda-forge
+
+dependencies:
+  - python=3.8.*
+  - pip==22.3
+  - wheel==0.37.1
+  - sphinx==5.3.0
+  - jinja2==3.1.2
+  - dask==2.8.1
+  - numpy==1.23.4
+  - scipy==1.9.2
+  - scikit-image==0.19.3
+  - pims==0.6.1
+  - slicerator==1.1.0
+  - pip:
+      - dask-sphinx-theme>=3.0.0
diff --git a/environment_doc.yml b/environment_doc.yml
deleted file mode 100644
index e8e73306..00000000
--- a/environment_doc.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: dask_image_doc_env
-
-channels:
-  - conda-forge
-
-dependencies:
-  - pip==20.2.4
-  - wheel==0.35.1
-  - sphinx==3.2.1
-  - jinja2<3.1
-  - dask==2.8.1
-  - numpy==1.15.4
-  - pims==0.4.1
-  - slicerator==0.9.8
-  - pip:
-      - slicerator==0.9.8
-      - dask-sphinx-theme>=3.0.0
diff --git a/readthedocs.yml b/readthedocs.yml
deleted file mode 100644
index e87e3eb4..00000000
--- a/readthedocs.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-conda:
-  file: environment_doc.yml