Flood Exposure, Vulnerability, and Risk Distribution in Urban Areas: Application of Geospatial Data Analytics and Index Development

被引:0
|
作者
Bidadian, Behrang [1 ]
Strager, Michael P. [2 ]
Ghadimi, Hodjat [3 ]
Sharma, Maneesh [1 ]
机构
[1] West Virginia Univ, West Virginia GIS Tech Ctr WVGISTC, Morgantown, WV 26506 USA
[2] West Virginia Univ, Sch Nat Resources, Morgantown, WV 26506 USA
[3] West Virginia Univ, Sch Design & Community Dev, Morgantown, WV 26506 USA
来源
GEOHAZARDS | 2024年 / 5卷 / 03期
基金
美国食品与农业研究所;
关键词
flood risk; flood exposure; social vulnerability; flood risk index; geospatial analysis; risk hot spots; SOCIAL VULNERABILITY; LESSONS; HAZARDS;
D O I
10.3390/geohazards5030042
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Over the past few decades, cities have experienced increased floods affecting property and threatening human life as a result of a warming planet. There is still an incomplete understanding of the flood risk patterns in urban communities with different socioeconomic characteristics. In this study, we produced separate flood exposure and vulnerability indices based on relevant factors, then combined them as a risk index for Houston, Texas and Charleston, West Virginia. We applied statistical methods to extract the most significant social vulnerability factors in each study area. Finally, we mapped significant hot spots or clusters of high flood risk and compared results to socioeconomically disadvantaged populations. Based on the results, high-risk or 1%-annual-chance floodplains cover 23% of the Houston and 7% of Charleston study areas. Within these floodplains, 13% of the total developed land in Houston and 9% in Charleston are situated. In the event of a 1%-annual-chance flood, an estimated 5% of the total population in Houston and 6% in Charleston may require evacuation. Statistically significant flood risk clusters could only be identified in Houston. The implications from this work help to provide an analysis framework for larger urban areas while offering suggestions for its improvement in smaller populated areas.
引用
收藏
页码:833 / 852
页数:20
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