Anthropogenic climate change has changed frequency of past flood during 2010-2013

被引:47
作者
Hirabayashi, Yukiko [1 ]
Alifu, Haireti [1 ]
Yamazaki, Dai [2 ]
Imada, Yukiko [3 ]
Shiogama, Hideo [4 ]
Kimura, Yuki [5 ]
机构
[1] Shibaura Inst Technol, Dept Civil Engn, Koto Ku, 3-7-5 Toyosu, Tokyo 1358548, Japan
[2] Univ Tokyo, Inst Ind Sci, Meguro Ku, 4-6-1 Komaba, Tokyo 1538505, Japan
[3] Meteorol Res Inst, 1-1 Nagamine, Tsukuba, Ibaraki 3050052, Japan
[4] Natl Inst Environm Studies, 16-2 Onogawa, Tsukuba, Ibaraki 3050053, Japan
[5] MS&AD InterRisk Res & Consulting Inc, Corp Planning Dept, Chiyoda Ku, 2-105 Kanda Awajicho, Tokyo 1010063, Japan
关键词
Floods; Event attribution; Large ensemble numerical simulations; GLOBAL-SCALE; EVENT ATTRIBUTION; PRECIPITATION; RISK; TRENDS;
D O I
10.1186/s40645-021-00431-w
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The ongoing increases in anthropogenic radiative forcing have changed the global water cycle and are expected to lead to more intense precipitation extremes and associated floods. However, given the limitations of observations and model simulations, evidence of the impact of anthropogenic climate change on past extreme river discharge is scarce. Here, a large ensemble numerical simulation revealed that 64% (14 of 22 events) of floods analyzed during 2010-2013 were affected by anthropogenic climate change. Four flood events in Asia, Europe, and South America were enhanced within the 90% likelihood range. Of eight snow-induced floods analyzed, three were enhanced and four events were suppressed, indicating that the effects of climate change are more likely to be seen in the snow-induced floods. A global-scale analysis of flood frequency revealed that anthropogenic climate change enhanced the occurrence of floods during 2010-2013 in wide area of northern Eurasia, part of northwestern India, and central Africa, while suppressing the occurrence of floods in part of northeastern Eurasia, southern Africa, central to eastern North America and South America. Since the changes in the occurrence of flooding are the results of several hydrological processes, such as snow melt and changes in seasonal and extreme precipitation, and because a climate change signal is often not detectable from limited observation records, large ensemble discharge simulation provides insights into anthropogenic effects on past fluvial floods.
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页数:9
相关论文
共 35 条
[1]  
[Anonymous], 2019, The OFDA/CRED-International Disaster Database
[2]   Changing climate both increases and decreases European river floods [J].
Bloeschl, Guenter ;
Hall, Julia ;
Viglione, Alberto ;
Perdigao, Rui A. P. ;
Parajka, Juraj ;
Merz, Bruno ;
Lun, David ;
Arheimer, Berit ;
Aronica, Giuseppe T. ;
Bilibashi, Ardian ;
Bohac, Milon ;
Bonacci, Ognjen ;
Borga, Marco ;
Canjevac, Ivan ;
Castellarin, Attilio ;
Chirico, Giovanni B. ;
Claps, Pierluigi ;
Frolova, Natalia ;
Ganora, Daniele ;
Gorbachova, Liudmyla ;
Gul, Ali ;
Hannaford, Jamie ;
Harrigan, Shaun ;
Kireeva, Maria ;
Kiss, Andrea ;
Kjeldsen, Thomas R. ;
Kohnova, Silvia ;
Koskela, Jarkko J. ;
Ledvinka, Ondrej ;
Macdonald, Neil ;
Mavrova-Guirguinova, Maria ;
Mediero, Luis ;
Merz, Ralf ;
Molnar, Peter ;
Montanari, Alberto ;
Murphy, Conor ;
Osuch, Marzena ;
Ovcharuk, Valeryia ;
Radevski, Ivan ;
Salinas, Jose L. ;
Sauquet, Eric ;
Sraj, Mojca ;
Szolgay, Jan ;
Volpi, Elena ;
Wilson, Donna ;
Zaimi, Klodian ;
Zivkovic, Nenad .
NATURE, 2019, 573 (7772) :108-+
[3]   First look at changes in flood hazard in the Inter-Sectoral Impact Model Intercomparison Project ensemble [J].
Dankers, Rutger ;
Arnell, Nigel W. ;
Clark, Douglas B. ;
Falloon, Pete D. ;
Fekete, Balazs M. ;
Gosling, Simon N. ;
Heinke, Jens ;
Kim, Hyungjun ;
Masaki, Yoshimitsu ;
Satoh, Yusuke ;
Stacke, Tobias ;
Wada, Yoshihide ;
Wisser, Dominik .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (09) :3257-3261
[4]   A global-scale investigation of trends in annual maximum streamflow [J].
Do, Hong X. ;
Westra, Seth ;
Leonard, Michael .
JOURNAL OF HYDROLOGY, 2017, 552 :28-43
[5]   Increased human and economic losses from river flooding with anthropogenic warming [J].
Dottori, Francesco ;
Szewczyk, Wojciech ;
Ciscar, Juan-Carlos ;
Zhao, Fang ;
Alfieri, Lorenzo ;
Hirabayashi, Yukiko ;
Bianchi, Alessandra ;
Mongelli, Ignazio ;
Frieler, Katja ;
Betts, Richard A. ;
Feyen, Luc .
NATURE CLIMATE CHANGE, 2018, 8 (09) :781-+
[6]   Development of an Updated Global Land In Situ-Based Data Set of Temperature and Precipitation Extremes: HadEX3 [J].
Dunn, Robert J. H. ;
Alexander, Lisa, V ;
Donat, Markus G. ;
Zhang, Xuebin ;
Bador, Margot ;
Herold, Nicholas ;
Lippmann, Tanya ;
Allan, Rob ;
Aguilar, Enric ;
Barry, Abdoul Aziz ;
Brunet, Manola ;
Caesar, John ;
Chagnaud, Guillaume ;
Cheng, Vincent ;
Cinco, Thelma ;
Durre, Imke ;
de Guzman, Rosaline ;
Htay, Tin Mar ;
Ibadullah, Wan Maisarah Wan ;
Bin Ibrahim, Muhammad Khairul Izzat ;
Khoshkam, Mahbobeh ;
Kruger, Andries ;
Kubota, Hisayuki ;
Leng, Tan Wee ;
Lim, Gerald ;
Li-Sha, Lim ;
Marengo, Jose ;
Mbatha, Sifiso ;
McGree, Simon ;
Menne, Matthew ;
de los Milagros Skansi, Maria ;
Ngwenya, Sandile ;
Nkrumah, Francis ;
Oonariya, Chalump ;
Daniel Pabon-Caicedo, Jose ;
Panthou, Geremy ;
Cham Pham ;
Rahimzadeh, Fatemeh ;
Ramos, Andrea ;
Salgado, Ernesto ;
Salinger, Jim ;
Sane, Youssouph ;
Sopaheluwakan, Ardhasena ;
Srivastava, Arvind ;
Sun, Ying ;
Timbal, Bertrand ;
Trachow, Nichanun ;
Trewin, Blair ;
van der Schrier, Gerard ;
Vazquez-Aguirre, Jorge .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (16)
[7]  
Efron B., 1993, An introduction to the bootstrap, monographs on statistics and applied probability, V57, DOI DOI 10.1007/978-1-4899-4541-9
[8]   Globally observed trends in mean and extreme river flow attributed to climate change [J].
Gudmundsson, Lukas ;
Boulange, Julien ;
Do, Hong X. ;
Gosling, Simon N. ;
Grillakis, Manolis G. ;
Koutroulis, Aristeidis G. ;
Leonard, Michael ;
Liu, Junguo ;
Schmied, Hannes Muller ;
Papadimitriou, Lamprini ;
Pokhrel, Yadu ;
Seneviratne, Sonia, I ;
Satoh, Yusuke ;
Thiery, Wim ;
Westra, Seth ;
Zhang, Xuebin ;
Zhao, Fang .
SCIENCE, 2021, 371 (6534) :1159-+
[9]  
Hartmann D. L., 2013, CLIMATE CHANGE 2013
[10]   A 100-year (1901-2000) global retrospective estimation of the terrestrial water cycle [J].
Hirabayashi, Y ;
Kanae, S ;
Struthers, I ;
Oki, T .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2005, 110 (D19) :1-23