{"id":"https://openalex.org/W2109512157","doi":"https://doi.org/10.1109/igarss.2007.4423582","title":"The research and realization of the land-use change forecasting model in development zones based on RS and GIS","display_name":"The research and realization of the land-use change forecasting model in development zones based on RS and GIS","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2109512157","doi":"https://doi.org/10.1109/igarss.2007.4423582","mag":"2109512157"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2007.4423582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2007.4423582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100689146","display_name":"Dan Yin","orcid":"https://orcid.org/0000-0003-3680-5997"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Yin","raw_affiliation_strings":["Institute of Remote Sensing & GIS, Peking University, China","Peking Univ., Beijing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing & GIS, Peking University, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]},{"raw_affiliation_string":"Peking Univ., Beijing","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110038361","display_name":"Xiuwan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuwan Chen","raw_affiliation_strings":["Institute of Remote Sensing & GIS, Peking University, China","Peking Univ., Beijing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing & GIS, Peking University, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]},{"raw_affiliation_string":"Peking Univ., Beijing","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087200932","display_name":"Lei Yan","orcid":"https://orcid.org/0000-0003-2596-6840"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yan","raw_affiliation_strings":["China","Peking Univ., Beijing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China","institution_ids":[]},{"raw_affiliation_string":"Peking Univ., Beijing","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085791120","display_name":"Zhaoqiang Huang","orcid":"https://orcid.org/0000-0002-8447-7097"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoqiang Huang","raw_affiliation_strings":["Institute of Remote Sensing & GIS, Peking University, China","Peking Univ., Beijing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing & GIS, Peking University, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]},{"raw_affiliation_string":"Peking Univ., Beijing","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.2232185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"3429","last_page":"3432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13203","display_name":"Environmental Changes in China","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.6342637538909912},{"id":"https://openalex.org/keywords/land-use-land-use-change-and-forestry","display_name":"Land use, land-use change and forestry","score":0.6228317022323608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5929704308509827},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.5419848561286926},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5405755043029785},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5403850674629211},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5390114188194275},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46244508028030396},{"id":"https://openalex.org/keywords/land-information-system","display_name":"Land information system","score":0.4463922083377838},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.43099355697631836},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.34868696331977844},{"id":"https://openalex.org/keywords/land-management","display_name":"Land management","score":0.34575217962265015},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32599353790283203},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20459476113319397},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1675317883491516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10784739255905151},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10676023364067078},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0934227705001831},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07273176312446594},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06943166255950928}],"concepts":[{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.6342637538909912},{"id":"https://openalex.org/C122690726","wikidata":"https://www.wikidata.org/wiki/Q3348639","display_name":"Land use, land-use change and forestry","level":3,"score":0.6228317022323608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5929704308509827},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.5419848561286926},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5405755043029785},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5403850674629211},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5390114188194275},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46244508028030396},{"id":"https://openalex.org/C61703769","wikidata":"https://www.wikidata.org/wiki/Q9350471","display_name":"Land information system","level":4,"score":0.4463922083377838},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.43099355697631836},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.34868696331977844},{"id":"https://openalex.org/C559400886","wikidata":"https://www.wikidata.org/wiki/Q2001056","display_name":"Land management","level":3,"score":0.34575217962265015},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32599353790283203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20459476113319397},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1675317883491516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10784739255905151},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10676023364067078},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0934227705001831},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07273176312446594},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06943166255950928},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2007.4423582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2007.4423582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2002078957","https://openalex.org/W2014122417","https://openalex.org/W2120533912","https://openalex.org/W2348027737","https://openalex.org/W2352661719","https://openalex.org/W2358911569","https://openalex.org/W6991449106"],"related_works":["https://openalex.org/W822770725","https://openalex.org/W2189372097","https://openalex.org/W3095678245","https://openalex.org/W2360426657","https://openalex.org/W1575021615","https://openalex.org/W1946518308","https://openalex.org/W4388761626","https://openalex.org/W626073167","https://openalex.org/W595066597","https://openalex.org/W2087894725"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,23,77,98,130],"land-use":[4,28,49,83,91,132],"change":[5,29,50,58,92],"forecasting":[6,27],"model":[7],"in":[8,19,30,125],"development":[9,31,127],"zones":[10,128],"based":[11,74],"on":[12,75],"RS":[13,38],"and":[14,37,52,55,70,105,116,118],"GIS.":[15],"We":[16],"argue":[17],"that,":[18],"order":[20],"to":[21,43,88,95],"explore":[22],"feasible":[24],"method":[25],"for":[26],"zones,":[32],"GIS":[33],"(Geography":[34],"Information":[35],"System)":[36],"(Remote":[39],"Sensing)":[40],"are":[41],"used":[42],"analyze":[44],"the":[45,90,120,126],"different":[46,82],"kinds":[47],"of":[48,81,122],"process":[51],"situation":[53],"dynamically":[54],"quantitatively.":[56],"Land-use":[57],"is":[59,65,85,101,114],"represented":[60],"by":[61],"transition":[62,79],"probability":[63],"that":[64,76],"calculated":[66],"from":[67],"Quick8ird,":[68],"IKNOS":[69],"SPOT":[71],"imagery.":[72],"And":[73],"Markov":[78],"matrix":[80],"categories":[84],"built":[86],"up":[87],"forecast":[89],"trend.":[93],"According":[94],"this":[96,112],"method,":[97],"utility":[99],"system":[100,113],"developed":[102],"using":[103],"C#":[104],"ArcEngine":[106],"as":[107,129],"tools.":[108],"The":[109],"study":[110],"shows":[111],"credible":[115],"practical,":[117],"improves":[119],"efficiency":[121],"land":[123],"management":[124],"useful":[131],"monitoring":[133],"tool.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
