diff --git a/docs/source/_templates/autosummary/class_without_inherited.rst b/docs/source/_templates/autosummary/class_without_inherited.rst
index a5c117823..11e49c587 100644
--- a/docs/source/_templates/autosummary/class_without_inherited.rst
+++ b/docs/source/_templates/autosummary/class_without_inherited.rst
@@ -6,3 +6,4 @@
 .. autoclass:: {{ objname }}
     :members:
     :no-inherited-members:
+    :show-inheritance:
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 9002d56b6..a84be8c12 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -225,6 +225,10 @@
 # Output file base name for HTML help builder.
 htmlhelp_basename = 'cartopydoc'
 
+# Show both class-level docstring and __init__ docstring in class
+# documentation
+autoclass_content = 'both'
+
 
 # -- Options for LaTeX output --------------------------------------------------
 
diff --git a/docs/source/reference/crs.rst b/docs/source/reference/crs.rst
index 9ae2f0587..49aaf06be 100644
--- a/docs/source/reference/crs.rst
+++ b/docs/source/reference/crs.rst
@@ -13,6 +13,7 @@ Base CRS's
 
 .. autosummary::
    :toctree: generated/
+   :template: autosummary/class_without_inherited.rst
 
    crs.CRS
    crs.Globe