Bureau of Reclamation Fish Recovery Programs Reauthorization Act of 2011 - Authorizes appropriations for FY2012-FY2023 to provide for the annual base funding for the intergovernmental recovery implementation program for the endangered fish species in the Upper Colorado River and the San Juan River, above and beyond the continued use of power revenues collected under the Colorado River Storage Project Act to fund the operation and maintenance of capital projects and monitoring.