NOAA Scholarship Act of 2007 - Authorizes the Administrator of the National Oceanic and Atmospheric Administration (NOAA) to establish a Science and Technology Scholarship Program to award scholarships to students at institutions of higher education to recruit and prepare them for careers in the National Weather Service and in NOAA marine research, atmospheric research, and satellite programs. Sets forth provisions governing such Program.