 This study proposes an improved variant of the Priority Flood Algorithm for Filling Depressions in Floating Point Digital Elevation Models, DEMS, which reduces the number of cells processed by the priority queue and increases speed-up ratios, making it suitable for processing large DEMS in parallel. This article was authored by Hong Chang Wei, Gu Yun Jiu, and Su Hua Fu.