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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE journal of selected topics in applied earth observations and remote sensing 2021, Vol.14, p.9297-9305
Hauptverfasser: Zhang, Xuexia, Fu, Shujing, Hu, Zheyuan, Zhou, Jinxing, Zhang, Xue
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 9305
container_issue
container_start_page 9297
container_title IEEE journal of selected topics in applied earth observations and remote sensing
container_volume 14
creator Zhang, Xuexia
Fu, Shujing
Hu, Zheyuan
Zhou, Jinxing
Zhang, Xue
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
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1109_JSTARS_2021_3104223</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9512499</ieee_id><doaj_id>oai_doaj_org_article_ce4be993d5174a4085c441803a7a1beb</doaj_id><sourcerecordid>2575980967</sourcerecordid><originalsourceid>FETCH-LOGICAL-c458t-b0599da9cbb8b50023a4e71e63e25c5694c8b1a044e02dd7e798341237f9abc03</originalsourceid><addsrcrecordid>eNo9kd1uEzEQhVcIJELLE_TGErds8G92fVltWyhqFWiDkLixxt5J6mixU9uplLfhUdl0q16NZuY7Z0Y6VXXG6Jwxqr98v1-d393POeVsLhiVnIs31YwzxWqmhHpbzZgWumaSyvfVh5y3lC54o8Ws-tc9QNhgJhdY0BUfA4HQk6Xdjl29TB5DwZ50A-Ts197BMxLX5Ba2MZHfWIYj38UnTGR12I1OPpA7zLsYMpISyUXyTz5syFVMbtr-iX6Do2QfyuEzuYRcMAXyc4QewNcrb7FAID8GKAj70-rdGoaMH1_qSfXr6nLVfatvll-vu_Ob2knVltpSpXUP2lnbWkUpFyCxYbgQyJVTCy1daxlQKZHyvm-w0a2QjItmrcE6Kk6q68m3j7A1u-T_QjqYCN48D2LaGEjFuwGNQ2lRa9Er1kiQtFVOStZSAQ0wi3b0-jR57VJ83GMuZhv3KYzvG64apVuqF81IiYlyKeaccP16lVFzjNVMsZpjrOYl1lF1Nqk8Ir4qtGJcji_9B9tFn9w</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2575980967</pqid></control><display><type>article</type><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><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Zhang, Xuexia ; Fu, Shujing ; Hu, Zheyuan ; Zhou, Jinxing ; Zhang, Xue</creator><creatorcontrib>Zhang, Xuexia ; Fu, Shujing ; Hu, Zheyuan ; Zhou, Jinxing ; Zhang, Xue</creatorcontrib><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><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. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-2175-5993</orcidid></search><sort><creationdate>2021</creationdate><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><author>Zhang, Xuexia ; Fu, Shujing ; Hu, Zheyuan ; Zhou, Jinxing ; Zhang, Xue</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c458t-b0599da9cbb8b50023a4e71e63e25c5694c8b1a044e02dd7e798341237f9abc03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Agricultural development</topic><topic>Air temperature</topic><topic>Animal husbandry</topic><topic>Classification</topic><topic>Climate</topic><topic>Climate change</topic><topic>Correlation</topic><topic>Driving factors</topic><topic>Evapotranspiration</topic><topic>Forces</topic><topic>Growing season</topic><topic>Image segmentation</topic><topic>Lakes</topic><topic>Marshes</topic><topic>Meadows</topic><topic>Object oriented programming</topic><topic>object-oriented classification</topic><topic>Positive feedback</topic><topic>Remote sensing</topic><topic>Restoration</topic><topic>Retention capacity</topic><topic>Rivers</topic><topic>Rural areas</topic><topic>Rural populations</topic><topic>swamp meadow</topic><topic>Swamps</topic><topic>Water conservation</topic><topic>wetland cover types</topic><topic>Wetland protection</topic><topic>Wetlands</topic><topic>Wind</topic><topic>Wind speed</topic><topic>Zoige alpine wetland</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Xuexia</creatorcontrib><creatorcontrib>Fu, Shujing</creatorcontrib><creatorcontrib>Hu, Zheyuan</creatorcontrib><creatorcontrib>Zhou, Jinxing</creatorcontrib><creatorcontrib>Zhang, Xue</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE journal of selected topics in applied earth observations and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Xuexia</au><au>Fu, Shujing</au><au>Hu, Zheyuan</au><au>Zhou, Jinxing</au><au>Zhang, Xue</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Changes Detection and Object-Oriented Classification of Major Wetland Cover Types in Response to Driving Forces in Zoige County, Eastern Qinghai-Tibetan Plateau</atitle><jtitle>IEEE journal of selected topics in applied earth observations and remote sensing</jtitle><stitle>JSTARS</stitle><date>2021</date><risdate>2021</risdate><volume>14</volume><spage>9297</spage><epage>9305</epage><pages>9297-9305</pages><issn>1939-1404</issn><eissn>2151-1535</eissn><coden>IJSTHZ</coden><abstract>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.</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>
fulltext fulltext
identifier ISSN: 1939-1404
ispartof IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.9297-9305
issn 1939-1404
2151-1535
language eng
recordid cdi_crossref_primary_10_1109_JSTARS_2021_3104223
source DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T20%3A27%3A13IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Changes%20Detection%20and%20Object-Oriented%20Classification%20of%20Major%20Wetland%20Cover%20Types%20in%20Response%20to%20Driving%20Forces%20in%20Zoige%20County,%20Eastern%20Qinghai-Tibetan%20Plateau&rft.jtitle=IEEE%20journal%20of%20selected%20topics%20in%20applied%20earth%20observations%20and%20remote%20sensing&rft.au=Zhang,%20Xuexia&rft.date=2021&rft.volume=14&rft.spage=9297&rft.epage=9305&rft.pages=9297-9305&rft.issn=1939-1404&rft.eissn=2151-1535&rft.coden=IJSTHZ&rft_id=info:doi/10.1109/JSTARS.2021.3104223&rft_dat=%3Cproquest_cross%3E2575980967%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2575980967&rft_id=info:pmid/&rft_ieee_id=9512499&rft_doaj_id=oai_doaj_org_article_ce4be993d5174a4085c441803a7a1beb&rfr_iscdi=true