New report from the Congressional Research Service is titled Disaster Relief Fund; Overview and Selected Issues. May 2014.
This report not only provides basic information about federal payment for disasters but also makes some proposals for better management of the disaster declaration process (see pp. 15-23). A good basic document to add to your personal library.
Thanks to Bill Cumming for the citation.