Projected changes in terrestrial water storage and associated flood potential across the Yangtze River basin

被引:17
作者
Xiong, Jinghua [1 ]
Guo, Shenglian [1 ]
Yin, Jiabo [1 ]
Ning, Zheng [2 ]
Zeng, Ziyue [3 ]
Wang, Ren [4 ,5 ]
机构
[1] Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
[2] Univ Notre Dame, Dept Comp Sci & Engn, Notre Dame, IN 46556 USA
[3] Changjiang River Sci Res Inst, Wuhan 430015, Peoples R China
[4] Nanjing Normal Univ, Key Lab Virtual Geog Environm, Minist Educ, Nanjing 210027, Peoples R China
[5] Nanjing Normal Univ, Sch Geog Sci, Nanjing 210027, Peoples R China
基金
中国国家自然科学基金;
关键词
Terrestrial water storage anomaly; GRACE; CMIP6; Flood potential; Projection; The Yangtze River basin; GRACE; CHINA; EVAPOTRANSPIRATION; DROUGHT; INDEXES; MODELS; OUTPUT; PART;
D O I
10.1016/j.scitotenv.2022.152998
中图分类号
X [环境科学、安全科学];
学科分类号
083001 [环境科学];
摘要
Terrestrial water storage is a crucial component in water cycle and plays an important role in flood formations process, particularly in a changing environment. In this study, we aim to examine the future variation of terrestrial water storage anomaly (TWSA) and associated flood potential in one of the most flood-prone regions, the Yangtze River basin in China. Using the Gravity Recovery and Climate Experiment (GRACE) data, we perform bias correction for seven general circulation models (GCMs) from the Coupled Model Intercomparison Project Phase 6 under three Shared Socio-economic Pathway (SSP) scenarios: SSP126, SSP245, and SSP585. The spatiotemporal characteristics of changes in future Flood Potential Index are projected and compared between the near (2031-2060) and far (2071-2100) future with reference to the historical period (1985-2014). The results show that GCMs-simulated TWSA generally agrees well with the GRACE results after downscaling and bias correction with the average correlation coefficient of 0.86, Nash-Sutcliffe efficiency of 0.73 and the root mean square error of 21.68 mm. We found that the total variance of projected TWSA is mainly sourced from the internal variability and model uncertainties, while the uncertainties in scenarios contribute relatively less. Moreover, the flood potential is projected to decline during the near future under various scenarios and even lower during the far future under SSP585 scenario. Our findings provide implications for flood control and management under climate change over high flood risk regions worldwide.
引用
收藏
页数:12
相关论文
共 72 条
[1]
Accelerated Antarctic ice loss from satellite gravity measurements [J].
Chen, J. L. ;
Wilson, C. R. ;
Blankenship, D. ;
Tapley, B. D. .
NATURE GEOSCIENCE, 2009, 2 (12) :859-862
[2]
Basin-Scale River Runoff Estimation From GRACE Gravity Satellites, Climate Models, and In Situ Observations: A Case Study in the Amazon Basin [J].
Chen, Jianli ;
Tapley, Byron ;
Rodell, Matt ;
Seo, Ki-Weon ;
Wilson, Clark ;
Scanlon, Bridget R. ;
Pokhrel, Yadu .
WATER RESOURCES RESEARCH, 2020, 56 (10)
[3]
Understanding the cold biases of CMIP5 models over China with weather regimes [J].
Chen Wei ;
Jiang Da-Bang ;
Lang Xian-Mei ;
Tian Zhi-Ping .
ADVANCES IN CLIMATE CHANGE RESEARCH, 2021, 12 (03) :373-383
[4]
Drought and Flood Monitoring of the Liao River Basin in Northeast China Using Extended GRACE Data [J].
Chen, Xuhui ;
Jiang, Jinbao ;
Li, Hui .
REMOTE SENSING, 2018, 10 (08)
[5]
Continuity of the Mass Loss of the World's Glaciers and Ice Caps From the GRACE and GRACE Follow-On Missions [J].
Ciraci, E. ;
Velicogna, I ;
Swenson, S. .
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (09)
[6]
Impact of Pacific and Atlantic sea surface temperatures on interannual and decadal variations of GRACE land water storage in tropical South America [J].
de Linage, Caroline ;
Kim, Hyungjun ;
Famiglietti, James S. ;
Yu, Jin-Yi .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2013, 118 (19) :10811-10829
[7]
DUCHON J, 1976, REV FR AUTOMAT INFOR, V10, P5
[8]
Calibration/Data Assimilation Approach for Integrating GRACE Data into the WaterGAP Global Hydrology Model (WGHM) Using an Ensemble Kalman Filter: First Results [J].
Eicker, Annette ;
Schumacher, Maike ;
Kusche, Juergen ;
Doell, Petra ;
Mueller Schmied, Hannes .
SURVEYS IN GEOPHYSICS, 2014, 35 (06) :1285-1309
[9]
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization [J].
Eyring, Veronika ;
Bony, Sandrine ;
Meehl, Gerald A. ;
Senior, Catherine A. ;
Stevens, Bjorn ;
Stouffer, Ronald J. ;
Taylor, Karl E. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2016, 9 (05) :1937-1958
[10]
Natural and human-induced terrestrial water storage change: A global analysis using hydrological models and GRACE [J].
Felfelani, Farshid ;
Wada, Yoshihide ;
Longuevergne, Laurent ;
Pokhrel, Yadu N. .
JOURNAL OF HYDROLOGY, 2017, 553 :105-118