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A hybrid framework integrating physical model and convolutional neural network for regional landslide susceptibility mapping
Authors:Wei  Xin  Zhang  Lulu  Luo  Junyao  Liu  Dongsheng
Affiliation:1.State Key Laboratory of Ocean Engineering, Department of Civil Engineering, Shanghai Jiao Tong University, Room B522, Mulan Building, 800 Dongchuan Road, Shanghai, 200240, China
;2.Collaborative Innovation Center for Advanced Ship and Deep-Sea Exploration (CISSE), Shanghai, 200240, China
;3.Shanghai Key Laboratory for Digital Maintenance of Buildings and Infrastructure, Shanghai, 200240, China
;4.Chongqing Bureau of Geology and Mineral Resources, Chongqing, China
;
Abstract:Natural Hazards - Landslide susceptibility mapping (LSM) is critical for risk assessment and mitigation. Generalization ability and prediction uncertainty are the current challenges for LSM but...
Keywords:
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