Long‐term surface water mapping in the Pearl River Delta based on multiple satellite images
Research on surface water (SW) dynamics is important for understanding climate change and the impacts of human activities on water resources. This article assesses the extent and direction of SW changes in the Pearl River Delta (PRD). Landsat images were used to determine the area of SW based on the...
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Veröffentlicht in: | River research and applications 2022-02, Vol.38 (2), p.245-255 |
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description | Research on surface water (SW) dynamics is important for understanding climate change and the impacts of human activities on water resources. This article assesses the extent and direction of SW changes in the Pearl River Delta (PRD). Landsat images were used to determine the area of SW based on the modified normalized difference water index (MNDWI); the center of gravity was used to map the shifting distribution of SW dynamics; and landscape indices and potential causes of the observed SW changes were explored. Although the PRD has experienced high‐intensity economic development for 30 years, the total SW areas in 1988, 1998, 2008, and 2018 were 2,608, 3,154, 3,521, and 3,613 km2, respectively. The center of gravity of SW was in Shunde, Foshan (FS), which exhibited a trend of westward expansion. Over time, the landscape pattern of SW in the PRD became increasingly fragmented, and its shape tended to be complex. The growth of fish ponds was the most obvious change, as illustrated by the increase in aquatic product production. These and other findings highlight the importance of patterns, structures, and policies in SW dynamic analyses. Wetland and agricultural policies will likely cause the maintenance or continued expansion of SW areas. |
doi_str_mv | 10.1002/rra.3901 |
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This article assesses the extent and direction of SW changes in the Pearl River Delta (PRD). Landsat images were used to determine the area of SW based on the modified normalized difference water index (MNDWI); the center of gravity was used to map the shifting distribution of SW dynamics; and landscape indices and potential causes of the observed SW changes were explored. Although the PRD has experienced high‐intensity economic development for 30 years, the total SW areas in 1988, 1998, 2008, and 2018 were 2,608, 3,154, 3,521, and 3,613 km2, respectively. The center of gravity of SW was in Shunde, Foshan (FS), which exhibited a trend of westward expansion. Over time, the landscape pattern of SW in the PRD became increasingly fragmented, and its shape tended to be complex. The growth of fish ponds was the most obvious change, as illustrated by the increase in aquatic product production. These and other findings highlight the importance of patterns, structures, and policies in SW dynamic analyses. Wetland and agricultural policies will likely cause the maintenance or continued expansion of SW areas.</description><identifier>ISSN: 1535-1459</identifier><identifier>EISSN: 1535-1467</identifier><identifier>DOI: 10.1002/rra.3901</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Agricultural policy ; Center of gravity ; Climate change ; Dynamics ; Economic development ; Economics ; Fish ; Fish culture ; Fish ponds ; Gravity ; Landsat ; Landsat satellites ; Landscape ; landscape pattern ; MNDWI ; Pearl River Delta ; Policies ; Remote sensing ; Rivers ; Satellite imagery ; Spaceborne remote sensing ; Surface water ; Water resources ; Wetland agriculture</subject><ispartof>River research and applications, 2022-02, Vol.38 (2), p.245-255</ispartof><rights>2021 John Wiley & Sons Ltd.</rights><rights>2022 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2931-1143a21402943755270f91893d89719bf31425249d87dbe647e55103bca85a903</citedby><cites>FETCH-LOGICAL-c2931-1143a21402943755270f91893d89719bf31425249d87dbe647e55103bca85a903</cites><orcidid>0000-0002-9625-0295</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Frra.3901$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Frra.3901$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Hu, Mengmeng</creatorcontrib><creatorcontrib>Xia, Beicheng</creatorcontrib><creatorcontrib>Wang, Yafei</creatorcontrib><creatorcontrib>Jiao, Mengyu</creatorcontrib><creatorcontrib>Wu, Maoquan</creatorcontrib><title>Long‐term surface water mapping in the Pearl River Delta based on multiple satellite images</title><title>River research and applications</title><description>Research on surface water (SW) dynamics is important for understanding climate change and the impacts of human activities on water resources. This article assesses the extent and direction of SW changes in the Pearl River Delta (PRD). Landsat images were used to determine the area of SW based on the modified normalized difference water index (MNDWI); the center of gravity was used to map the shifting distribution of SW dynamics; and landscape indices and potential causes of the observed SW changes were explored. Although the PRD has experienced high‐intensity economic development for 30 years, the total SW areas in 1988, 1998, 2008, and 2018 were 2,608, 3,154, 3,521, and 3,613 km2, respectively. The center of gravity of SW was in Shunde, Foshan (FS), which exhibited a trend of westward expansion. Over time, the landscape pattern of SW in the PRD became increasingly fragmented, and its shape tended to be complex. The growth of fish ponds was the most obvious change, as illustrated by the increase in aquatic product production. These and other findings highlight the importance of patterns, structures, and policies in SW dynamic analyses. Wetland and agricultural policies will likely cause the maintenance or continued expansion of SW areas.</description><subject>Agricultural policy</subject><subject>Center of gravity</subject><subject>Climate change</subject><subject>Dynamics</subject><subject>Economic development</subject><subject>Economics</subject><subject>Fish</subject><subject>Fish culture</subject><subject>Fish ponds</subject><subject>Gravity</subject><subject>Landsat</subject><subject>Landsat satellites</subject><subject>Landscape</subject><subject>landscape pattern</subject><subject>MNDWI</subject><subject>Pearl River Delta</subject><subject>Policies</subject><subject>Remote sensing</subject><subject>Rivers</subject><subject>Satellite imagery</subject><subject>Spaceborne remote sensing</subject><subject>Surface water</subject><subject>Water resources</subject><subject>Wetland agriculture</subject><issn>1535-1459</issn><issn>1535-1467</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp1kMtKAzEUQIMoWKvgJwTcuJmam0czWRbfUFCKLiVkZjJ1SuZhMmPpzk_wG_0SUyvuXN17uec-OAidApkAIfTCezNhisAeGoFgIgE-lft_uVCH6CiEFSEgU5WO0Mu8bZZfH5-99TUOgy9NbvHaxBLXpuuqZomrBvevFj9a4x1eVO-xdWVdb3Bmgi1w2-B6cH3VOYtDHHSu6i2uarO04RgdlMYFe_Ibx-j55vrp8i6ZP9zeX87mSU4VgwSAM0OBE6o4k0JQSUoFqWJFqiSorGTAqaBcFaksMjvl0goBhGW5SYVRhI3R2W5v59u3wYZer9rBN_GkplMqQElCeaTOd1Tu2xC8LXXn459-o4HorTwd5emtvIgmO3RdObv5l9OLxeyH_wbgf28h</recordid><startdate>202202</startdate><enddate>202202</enddate><creator>Hu, Mengmeng</creator><creator>Xia, Beicheng</creator><creator>Wang, Yafei</creator><creator>Jiao, Mengyu</creator><creator>Wu, Maoquan</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SN</scope><scope>7SS</scope><scope>7ST</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H95</scope><scope>H96</scope><scope>L.G</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-9625-0295</orcidid></search><sort><creationdate>202202</creationdate><title>Long‐term surface water mapping in the Pearl River Delta based on multiple satellite images</title><author>Hu, Mengmeng ; Xia, Beicheng ; Wang, Yafei ; Jiao, Mengyu ; Wu, Maoquan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2931-1143a21402943755270f91893d89719bf31425249d87dbe647e55103bca85a903</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Agricultural policy</topic><topic>Center of gravity</topic><topic>Climate change</topic><topic>Dynamics</topic><topic>Economic development</topic><topic>Economics</topic><topic>Fish</topic><topic>Fish culture</topic><topic>Fish ponds</topic><topic>Gravity</topic><topic>Landsat</topic><topic>Landsat satellites</topic><topic>Landscape</topic><topic>landscape pattern</topic><topic>MNDWI</topic><topic>Pearl River Delta</topic><topic>Policies</topic><topic>Remote sensing</topic><topic>Rivers</topic><topic>Satellite imagery</topic><topic>Spaceborne remote sensing</topic><topic>Surface water</topic><topic>Water resources</topic><topic>Wetland agriculture</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hu, Mengmeng</creatorcontrib><creatorcontrib>Xia, Beicheng</creatorcontrib><creatorcontrib>Wang, Yafei</creatorcontrib><creatorcontrib>Jiao, Mengyu</creatorcontrib><creatorcontrib>Wu, Maoquan</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><jtitle>River research and applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Mengmeng</au><au>Xia, Beicheng</au><au>Wang, Yafei</au><au>Jiao, Mengyu</au><au>Wu, Maoquan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Long‐term surface water mapping in the Pearl River Delta based on multiple satellite images</atitle><jtitle>River research and applications</jtitle><date>2022-02</date><risdate>2022</risdate><volume>38</volume><issue>2</issue><spage>245</spage><epage>255</epage><pages>245-255</pages><issn>1535-1459</issn><eissn>1535-1467</eissn><abstract>Research on surface water (SW) dynamics is important for understanding climate change and the impacts of human activities on water resources. This article assesses the extent and direction of SW changes in the Pearl River Delta (PRD). Landsat images were used to determine the area of SW based on the modified normalized difference water index (MNDWI); the center of gravity was used to map the shifting distribution of SW dynamics; and landscape indices and potential causes of the observed SW changes were explored. Although the PRD has experienced high‐intensity economic development for 30 years, the total SW areas in 1988, 1998, 2008, and 2018 were 2,608, 3,154, 3,521, and 3,613 km2, respectively. The center of gravity of SW was in Shunde, Foshan (FS), which exhibited a trend of westward expansion. Over time, the landscape pattern of SW in the PRD became increasingly fragmented, and its shape tended to be complex. The growth of fish ponds was the most obvious change, as illustrated by the increase in aquatic product production. These and other findings highlight the importance of patterns, structures, and policies in SW dynamic analyses. Wetland and agricultural policies will likely cause the maintenance or continued expansion of SW areas.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><doi>10.1002/rra.3901</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-9625-0295</orcidid></addata></record> |
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subjects | Agricultural policy Center of gravity Climate change Dynamics Economic development Economics Fish Fish culture Fish ponds Gravity Landsat Landsat satellites Landscape landscape pattern MNDWI Pearl River Delta Policies Remote sensing Rivers Satellite imagery Spaceborne remote sensing Surface water Water resources Wetland agriculture |
title | Long‐term surface water mapping in the Pearl River Delta based on multiple satellite images |
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