Evaluating Future Flood Scenarios Using CMIP5 Climate Projections

被引:32
|
作者
Nyaupane, Narayan [1 ]
Thakur, Balbhadra [1 ]
Kalra, Ajay [1 ]
Ahmad, Sajjad [2 ]
机构
[1] Southern Illinois Univ, Dept Civil & Environm Engn, 1230 Lincoln Dr, Carbondale, IL 62901 USA
[2] Univ Nevada, Dept Civil & Environm Engn & Construct, Las Vegas, NV 89154 USA
来源
WATER | 2018年 / 10卷 / 12期
关键词
flood; streamflow; CMIP5; climate change; HEC-RAS; FREQUENCY-ANALYSIS; IMPACTS; WATER; MODEL; RISK; STREAMFLOW; FLUXES; TRENDS;
D O I
10.3390/w10121866
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Frequent flooding events in recent years have been linked with the changing climate. Comprehending flooding events and their risks is the first step in flood defense and can help to mitigate flood risk. Floodplain mapping is the first step towards flood risk analysis and management. Additionally, understanding the changing pattern of flooding events would help us to develop flood mitigation strategies for the future. This study analyzes the change in streamflow under different future carbon emission scenarios and evaluates the spatial extent of floodplain for future streamflow. The study will help facility managers, design engineers, and stakeholders to mitigate future flood risks. Variable Infiltration Capacity (VIC) forcing-generated Coupled Model Intercomparison Project phase 5 (CMIP5) streamflow data were utilized for the future streamflow analysis. The study was done on the Carson River near Carson City, an agricultural area in the desert of Nevada. Kolmogorov-Smirnov and Pearson Chi-square tests were utilized to obtain the best statistical distribution that represents the routed streamflow of the Carson River near Carson City. Altogether, 97 projections from 31 models with four emission scenarios were used to predict the future flood flow over 100 years using a best fit distribution. A delta change factor was used to predict future flows, and the flow routing was done with the Hydrologic Engineering Center's River Analysis System (HEC-RAS) model to obtain a flood inundation map. A majority of the climate projections indicated an increase in the flood level 100 years into the future. The developed floodplain map for the future streamflow indicated a larger inundation area compared with the current Federal Emergency Management Agency's flood inundation map, highlighting the importance of climate data in floodplain management studies.
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页数:18
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