 This research paper examined the effectiveness of using remote-sensed soil moisture data to improve flood prediction models. It was found that the use of remote-sensed soil moisture data improved the accuracy of flood predictions, particularly for short lead times and imminent floods. Additionally, it was found that the use of remote-sensed soil moisture data resulted in fewer false alarms being issued. This article was authored by N. Wonders, D. Carsonberg, A. Daru, and others.