[1] Beijing Normal Univ, Key Lab Environm Change & Nat Disasters, Chinese Minist Educ, Beijing 100875, Peoples R China
[2] Minist Emergency Management, Acad Disaster Reduct & Emergency Management, Beijing 100875, Peoples R China
[3] Minist Educ, Beijing 100875, Peoples R China
[4] Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China
[5] Hohai Univ, Coll Oceanog, Nanjing 210098, Peoples R China
[6] Fujian Univ Technol, Inst Smart Marine & Engn, Fuzhou 350118, Peoples R China
[7] Natl Marine Hazard Mitigat Serv, Beijing 100194, Peoples R China
[8] East China Normal Univ, State Key Lab Estuarine & Coastal Res, Shanghai 200241, Peoples R China
[9] East China Normal Univ, Sch Geog Sci, Shanghai 200241, Peoples R China