Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR
Flood hazards result in enormous casualties and huge economic losses every year in the Pearl River Basin (PRB), China. It is, therefore, crucial to monitor floods in PRB for a better understanding of the flooding patterns and characteristics of the PRB. Previous studies, which utilized hydrological...
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sg-ntu-dr.10356-1518932023-02-28T16:41:05Z Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR Qiu, Junliang Cao, Bowen Park, Edward Yang, Xiankun Zhang, Wenxin Tarolli, Paolo Asian School of the Environment National Institute of Education Science::Geology Flood Hazards Sentinel-1 Images Flood hazards result in enormous casualties and huge economic losses every year in the Pearl River Basin (PRB), China. It is, therefore, crucial to monitor floods in PRB for a better understanding of the flooding patterns and characteristics of the PRB. Previous studies, which utilized hydrological data were not successful in identifying flooding patterns in the rural and remote regions in PRB. Such regions are the key supplier of agricultural products and water resources for the entire PRB. Thus, an analysis of the impacts of floods could provide a useful tool to support mitigation strategies. Using 66 Sentinel-1 images, this study employed Otsu’s method to investigate floods and explore flood patterns across the PRB from 2017 to 2020. The results indicated that floods are mainly located in the central West River Basin (WRB), middle reaches of the North River (NR) and middle reaches of the East River (ER). WRB is more prone to flood hazards. In 2017, 94.0% flood-impacted croplands were located in WRB; 95.0% of inundated croplands (~9480 hectares) were also in WRB. The most vulnerable areas to flooding are sections of the Yijiang, Luoqingjiang, Qianjiang, and Xunjiang tributaries and the lower reaches of Liujiang. Our results highlight the severity of flood hazards in a rural region of the PRB and emphasize the need for policy overhaul to enhance flood control in rural regions in the PRB to ensure food safety. Ministry of Education (MOE) Nanyang Technological University Published version This research was funded by the National Natural Science Foundation of China, grant number 41871017, research support from Guangzhou University, grant number 69-18ZX1000201, Nanyang Technological University (SUG-NAP EP3/19) and the Singapore Ministry of Education (AcRF Tier1 RT6/19). 2021-10-21T02:13:27Z 2021-10-21T02:13:27Z 2021 Journal Article Qiu, J., Cao, B., Park, E., Yang, X., Zhang, W. & Tarolli, P. (2021). Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR. Remote Sensing, 13(7), 1384-. https://dx.doi.org/10.3390/rs13071384 2072-4292 https://hdl.handle.net/10356/151893 10.3390/rs13071384 2-s2.0-85104051851 7 13 1384 en SUG-NAP EP3/19 RT6/19 Remote Sensing © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). application/pdf |
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Science::Geology Flood Hazards Sentinel-1 Images Qiu, Junliang Cao, Bowen Park, Edward Yang, Xiankun Zhang, Wenxin Tarolli, Paolo Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
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Flood hazards result in enormous casualties and huge economic losses every year in the Pearl River Basin (PRB), China. It is, therefore, crucial to monitor floods in PRB for a better understanding of the flooding patterns and characteristics of the PRB. Previous studies, which utilized hydrological data were not successful in identifying flooding patterns in the rural and remote regions in PRB. Such regions are the key supplier of agricultural products and water resources for the entire PRB. Thus, an analysis of the impacts of floods could provide a useful tool to support mitigation strategies. Using 66 Sentinel-1 images, this study employed Otsu’s method to investigate floods and explore flood patterns across the PRB from 2017 to 2020. The results indicated that floods are mainly located in the central West River Basin (WRB), middle reaches of the North River (NR) and middle reaches of the East River (ER). WRB is more prone to flood hazards. In 2017, 94.0% flood-impacted croplands were located in WRB; 95.0% of inundated croplands (~9480 hectares) were also in WRB. The most vulnerable areas to flooding are sections of the Yijiang, Luoqingjiang, Qianjiang, and Xunjiang tributaries and the lower reaches of Liujiang. Our results highlight the severity of flood hazards in a rural region of the PRB and emphasize the need for policy overhaul to enhance flood control in rural regions in the PRB to ensure food safety. |
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Asian School of the Environment |
author_facet |
Asian School of the Environment Qiu, Junliang Cao, Bowen Park, Edward Yang, Xiankun Zhang, Wenxin Tarolli, Paolo |
format |
Article |
author |
Qiu, Junliang Cao, Bowen Park, Edward Yang, Xiankun Zhang, Wenxin Tarolli, Paolo |
author_sort |
Qiu, Junliang |
title |
Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
title_short |
Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
title_full |
Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
title_fullStr |
Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
title_full_unstemmed |
Flood monitoring in rural areas of the Pearl River Basin (China) using Sentinel-1 SAR |
title_sort |
flood monitoring in rural areas of the pearl river basin (china) using sentinel-1 sar |
publishDate |
2021 |
url |
https://hdl.handle.net/10356/151893 |
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1759855855332753408 |