Updated documentation references to config variables (#706)

* Updated documentation, specifically references to the configuration parameters which have changed over time, to use the latest variable names currently used in configuration. Updated requirements to use the latest readthedocs them of Sphinx

* Update version number, add version changelog (to be updated with the changes that will be included in this update)