DOC: Update Sphinx Deprecated Directive
 - [x] closes #16507 
 - [x] tests added / passed
 - [x] passes ``git diff upstream/master --name-only -- '*.py' | flake8 --diff``
 - [x] whatsnew entry

XR #6581 for version numbers. Hopefully whitespace is okay.