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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Main Authors: Qiu, Junliang, Cao, Bowen, Park, Edward, Yang, Xiankun, Zhang, Wenxin, Tarolli, Paolo
Other Authors: Asian School of the Environment
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/151893
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Institution: Nanyang Technological University
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Geology
Flood Hazards
Sentinel-1 Images
spellingShingle 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
description 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.
author2 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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