Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/s11069-020-04190-7 |
Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia | |
Bahrawi, Jarbou; Ewea, Hatem; Kamis, Ahmed; Elhag, Mohamed | |
通讯作者 | Elhag, M |
来源期刊 | NATURAL HAZARDS
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ISSN | 0921-030X |
EISSN | 1573-0840 |
出版年 | 2020 |
卷号 | 104期号:1页码:795-809 |
英文摘要 | Urbanization of watersheds is known to increase the flood risk potentials. Since 1970, eastern Jeddah, Saudi Arabia, underwent rapid urbanization due to the high rate of population growth and the booming economy, which attracts hundreds of thousands of expatriates. Such urbanizations change drastically the flood characteristics and enhance the risk from such watersheds as shown in 2009 and 2011 severe floods. To investigate the general relationship between the increases in flood peaks following historical urbanization in eastern Jeddah watersheds, satellite remote sensing data and meteorological data are developed. The utilization of high-resolution remote sensing data in temporal data analysis resulted in high classification accuracies using support vector machine as a classifier algorithm. The study area was classified into five different types of land use/land cover to quantify the changes that occurred between the bare rock and bare soil land cover classes. Three different data sets of images were synchronized with rainfall records, and hydrological data are used via watershed modeling systems. Such models are also used to obtain a quantitative estimate of the current potential risks. It is concluded that on average, the peak flows and the volumes increased by about 119% and about 89%, respectively. |
英文关键词 | Classification Peak flow Remote sensing Temporal analysis Watershed management |
类型 | Article |
语种 | 英语 |
收录类别 | SSCI |
WOS记录号 | WOS:000552259800002 |
WOS关键词 | LAND-USE CHANGES ; IMPACTS ; RUNOFF ; COVER ; SIMULATION ; MODEL ; MANAGEMENT ; CLIMATE ; BASIN ; AREA |
WOS类目 | Geosciences, Multidisciplinary ; Meteorology & Atmospheric Sciences ; Water Resources |
WOS研究方向 | Geology ; Meteorology & Atmospheric Sciences ; Water Resources |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/325200 |
作者单位 | [Bahrawi, Jarbou; Ewea, Hatem; Kamis, Ahmed; Elhag, Mohamed] King Abdulaziz Univ, Fac Meteorol Environm & Arid Land Agr, Dept Hydrol & Water Resources Management, Jeddah 21589, Saudi Arabia; [Elhag, Mohamed] German Univ Technol Oman, Fac Sci, Dept Appl Geosci, Muscat 1816, Oman |
推荐引用方式 GB/T 7714 | Bahrawi, Jarbou,Ewea, Hatem,Kamis, Ahmed,et al. Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia[J],2020,104(1):795-809. |
APA | Bahrawi, Jarbou,Ewea, Hatem,Kamis, Ahmed,&Elhag, Mohamed.(2020).Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia.NATURAL HAZARDS,104(1),795-809. |
MLA | Bahrawi, Jarbou,et al."Potential flood risk due to urbanization expansion in arid environments, Saudi Arabia".NATURAL HAZARDS 104.1(2020):795-809. |
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