Evaluation and machine learning improvement of global flood simulations

Tao Yang1,2, Fubao Sun1, Pierre Gentine3,4, Wenbin Liu1, Hong Wang1, Jiabo Yin2,5, Muye Du1 and Liu Changming1, (1)Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China, (2)Department of Earth and Environmental Engineering, Columbia University, New York, United States, (3)Earth Institute, Columbia University, New York, NY, United States, (4)Department of Earth and Environmental Engineering, Columbia University, New York, NY, United States, (5)State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan, China