System and method for enhancing at least one atmospheric parameter of interest provided in remotely-sensed data by detecting and suppressing false alarm data, including computer code to receive measurement data and background including false alarms, computer code to conduct detection tests for the atmospheric parameter, computer code to compute the strength of the tests, and computer code to weight the measurement data based on the strengths and enhance the measurement data based on the weighted data.