Changes Detection and Object-Oriented Classification of Major Wetland Cover Types in Response to Driving Forces in Zoige County, Eastern Qinghai-Tibetan Plateau
The Zoige alpine wetland of eastern Qinghai-Tibetan Plateau is one of the most important wetlands in the world, which suffered stronger human regulations of decades' drainage and recent restoration. It is so fragile that great efforts should be made to strengthen wetland protection. Based on we...
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description | The Zoige alpine wetland of eastern Qinghai-Tibetan Plateau is one of the most important wetlands in the world, which suffered stronger human regulations of decades' drainage and recent restoration. It is so fragile that great efforts should be made to strengthen wetland protection. Based on wetland type classification for seven periods by the object-oriented classification method, we quantitatively discussed dynamically changes of wetland cover types and their driving forces. Conclusions show that alpine meadows accounts for 44.59% of the whole area of the county, and the transition between alpine meadows and swamp meadows mostly occurs in the process of wetland landscape changes. Changes of wetland cover types have taken place in Zoige County from 1990 to 2018 in which wetland loss was mainly caused by the decrease of marsh areas during 1995-2005. Particularly, shift from alpine meadows to swamp meadows led to wetland slightly expansion in two periods, i.e., 1990-1995 and 2005-2018. There is a significant negative correlation between marsh area and average temperature in growing season, average wind speed and rural population, and a significant negative correlation between water area and maximum wind speed. The increase of air temperature and wind speed lead to an enhancement of surface evapotranspiration and a decrease of water retention capacity. Whereas, positive feedback of ecosystem lead to an increase in air temperature and a decrease of marsh area. Both climatic changes and human activities have caused changes in wetland cover type, especially temperature in growing season, wind speed, agricultural development, and animal husbandry. |
doi_str_mv | 10.1109/JSTARS.2021.3104223 |
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It is so fragile that great efforts should be made to strengthen wetland protection. Based on wetland type classification for seven periods by the object-oriented classification method, we quantitatively discussed dynamically changes of wetland cover types and their driving forces. Conclusions show that alpine meadows accounts for 44.59% of the whole area of the county, and the transition between alpine meadows and swamp meadows mostly occurs in the process of wetland landscape changes. Changes of wetland cover types have taken place in Zoige County from 1990 to 2018 in which wetland loss was mainly caused by the decrease of marsh areas during 1995-2005. Particularly, shift from alpine meadows to swamp meadows led to wetland slightly expansion in two periods, i.e., 1990-1995 and 2005-2018. There is a significant negative correlation between marsh area and average temperature in growing season, average wind speed and rural population, and a significant negative correlation between water area and maximum wind speed. The increase of air temperature and wind speed lead to an enhancement of surface evapotranspiration and a decrease of water retention capacity. Whereas, positive feedback of ecosystem lead to an increase in air temperature and a decrease of marsh area. Both climatic changes and human activities have caused changes in wetland cover type, especially temperature in growing season, wind speed, agricultural development, and animal husbandry.</description><identifier>ISSN: 1939-1404</identifier><identifier>EISSN: 2151-1535</identifier><identifier>DOI: 10.1109/JSTARS.2021.3104223</identifier><identifier>CODEN: IJSTHZ</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Agricultural development ; Air temperature ; Animal husbandry ; Classification ; Climate ; Climate change ; Correlation ; Driving factors ; Evapotranspiration ; Forces ; Growing season ; Image segmentation ; Lakes ; Marshes ; Meadows ; Object oriented programming ; object-oriented classification ; Positive feedback ; Remote sensing ; Restoration ; Retention capacity ; Rivers ; Rural areas ; Rural populations ; swamp meadow ; Swamps ; Water conservation ; wetland cover types ; Wetland protection ; Wetlands ; Wind ; Wind speed ; Zoige alpine wetland</subject><ispartof>IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.9297-9305</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c458t-b0599da9cbb8b50023a4e71e63e25c5694c8b1a044e02dd7e798341237f9abc03</citedby><cites>FETCH-LOGICAL-c458t-b0599da9cbb8b50023a4e71e63e25c5694c8b1a044e02dd7e798341237f9abc03</cites><orcidid>0000-0002-2175-5993</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,2096,4010,27900,27901,27902</link.rule.ids></links><search><creatorcontrib>Zhang, Xuexia</creatorcontrib><creatorcontrib>Fu, Shujing</creatorcontrib><creatorcontrib>Hu, Zheyuan</creatorcontrib><creatorcontrib>Zhou, Jinxing</creatorcontrib><creatorcontrib>Zhang, Xue</creatorcontrib><title>Changes Detection and Object-Oriented Classification of Major Wetland Cover Types in Response to Driving Forces in Zoige County, Eastern Qinghai-Tibetan Plateau</title><title>IEEE journal of selected topics in applied earth observations and remote sensing</title><addtitle>JSTARS</addtitle><description>The Zoige alpine wetland of eastern Qinghai-Tibetan Plateau is one of the most important wetlands in the world, which suffered stronger human regulations of decades' drainage and recent restoration. It is so fragile that great efforts should be made to strengthen wetland protection. Based on wetland type classification for seven periods by the object-oriented classification method, we quantitatively discussed dynamically changes of wetland cover types and their driving forces. Conclusions show that alpine meadows accounts for 44.59% of the whole area of the county, and the transition between alpine meadows and swamp meadows mostly occurs in the process of wetland landscape changes. Changes of wetland cover types have taken place in Zoige County from 1990 to 2018 in which wetland loss was mainly caused by the decrease of marsh areas during 1995-2005. Particularly, shift from alpine meadows to swamp meadows led to wetland slightly expansion in two periods, i.e., 1990-1995 and 2005-2018. There is a significant negative correlation between marsh area and average temperature in growing season, average wind speed and rural population, and a significant negative correlation between water area and maximum wind speed. The increase of air temperature and wind speed lead to an enhancement of surface evapotranspiration and a decrease of water retention capacity. Whereas, positive feedback of ecosystem lead to an increase in air temperature and a decrease of marsh area. Both climatic changes and human activities have caused changes in wetland cover type, especially temperature in growing season, wind speed, agricultural development, and animal husbandry.</description><subject>Agricultural development</subject><subject>Air temperature</subject><subject>Animal husbandry</subject><subject>Classification</subject><subject>Climate</subject><subject>Climate change</subject><subject>Correlation</subject><subject>Driving factors</subject><subject>Evapotranspiration</subject><subject>Forces</subject><subject>Growing season</subject><subject>Image segmentation</subject><subject>Lakes</subject><subject>Marshes</subject><subject>Meadows</subject><subject>Object oriented programming</subject><subject>object-oriented classification</subject><subject>Positive feedback</subject><subject>Remote sensing</subject><subject>Restoration</subject><subject>Retention capacity</subject><subject>Rivers</subject><subject>Rural areas</subject><subject>Rural populations</subject><subject>swamp meadow</subject><subject>Swamps</subject><subject>Water conservation</subject><subject>wetland cover types</subject><subject>Wetland protection</subject><subject>Wetlands</subject><subject>Wind</subject><subject>Wind speed</subject><subject>Zoige alpine wetland</subject><issn>1939-1404</issn><issn>2151-1535</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNo9kd1uEzEQhVcIJELLE_TGErds8G92fVltWyhqFWiDkLixxt5J6mixU9uplLfhUdl0q16NZuY7Z0Y6VXXG6Jwxqr98v1-d393POeVsLhiVnIs31YwzxWqmhHpbzZgWumaSyvfVh5y3lC54o8Ws-tc9QNhgJhdY0BUfA4HQk6Xdjl29TB5DwZ50A-Ts197BMxLX5Ba2MZHfWIYj38UnTGR12I1OPpA7zLsYMpISyUXyTz5syFVMbtr-iX6Do2QfyuEzuYRcMAXyc4QewNcrb7FAID8GKAj70-rdGoaMH1_qSfXr6nLVfatvll-vu_Ob2knVltpSpXUP2lnbWkUpFyCxYbgQyJVTCy1daxlQKZHyvm-w0a2QjItmrcE6Kk6q68m3j7A1u-T_QjqYCN48D2LaGEjFuwGNQ2lRa9Er1kiQtFVOStZSAQ0wi3b0-jR57VJ83GMuZhv3KYzvG64apVuqF81IiYlyKeaccP16lVFzjNVMsZpjrOYl1lF1Nqk8Ir4qtGJcji_9B9tFn9w</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Zhang, Xuexia</creator><creator>Fu, Shujing</creator><creator>Hu, Zheyuan</creator><creator>Zhou, Jinxing</creator><creator>Zhang, Xue</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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It is so fragile that great efforts should be made to strengthen wetland protection. Based on wetland type classification for seven periods by the object-oriented classification method, we quantitatively discussed dynamically changes of wetland cover types and their driving forces. Conclusions show that alpine meadows accounts for 44.59% of the whole area of the county, and the transition between alpine meadows and swamp meadows mostly occurs in the process of wetland landscape changes. Changes of wetland cover types have taken place in Zoige County from 1990 to 2018 in which wetland loss was mainly caused by the decrease of marsh areas during 1995-2005. Particularly, shift from alpine meadows to swamp meadows led to wetland slightly expansion in two periods, i.e., 1990-1995 and 2005-2018. There is a significant negative correlation between marsh area and average temperature in growing season, average wind speed and rural population, and a significant negative correlation between water area and maximum wind speed. The increase of air temperature and wind speed lead to an enhancement of surface evapotranspiration and a decrease of water retention capacity. Whereas, positive feedback of ecosystem lead to an increase in air temperature and a decrease of marsh area. Both climatic changes and human activities have caused changes in wetland cover type, especially temperature in growing season, wind speed, agricultural development, and animal husbandry.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JSTARS.2021.3104223</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-2175-5993</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural development Air temperature Animal husbandry Classification Climate Climate change Correlation Driving factors Evapotranspiration Forces Growing season Image segmentation Lakes Marshes Meadows Object oriented programming object-oriented classification Positive feedback Remote sensing Restoration Retention capacity Rivers Rural areas Rural populations swamp meadow Swamps Water conservation wetland cover types Wetland protection Wetlands Wind Wind speed Zoige alpine wetland |
title | Changes Detection and Object-Oriented Classification of Major Wetland Cover Types in Response to Driving Forces in Zoige County, Eastern Qinghai-Tibetan Plateau |
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