{"id":"https://openalex.org/W1995025916","doi":"https://doi.org/10.1007/s11707-014-0426-y","title":"Comparison of multinomial logistic regression and logistic regression: which is more efficient in allocating land use?","display_name":"Comparison of multinomial logistic regression and logistic regression: which is more efficient in allocating land use?","publication_year":2014,"publication_date":"2014-05-05","ids":{"openalex":"https://openalex.org/W1995025916","doi":"https://doi.org/10.1007/s11707-014-0426-y","mag":"1995025916"},"language":"en","primary_location":{"id":"doi:10.1007/s11707-014-0426-y","doi":"https://doi.org/10.1007/s11707-014-0426-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11707-014-0426-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210180727","display_name":"Frontiers of Earth Science","issn_l":"1673-7385","issn":["1673-7385","1673-7490","2095-0195","2095-0209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Earth Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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":null,"display_name":"Yingzhi Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingzhi Lin","raw_affiliation_strings":["School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","School of Mathematics and Physics, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073957579","display_name":"Xiangzheng Deng","orcid":"https://orcid.org/0000-0002-7993-5540","observed_orcids":["https://orcid.org/0000-0002-7993-5540","https://orcid.org/0000-0001-6269-7761"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangzheng Deng","raw_affiliation_strings":["Center for Chinese Agricultural Policy, Chinese Academy of Sciences, Beijing, 100101, China","Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China","Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Chinese Agricultural Policy, Chinese Academy of Sciences, Beijing, 100101, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026961439","display_name":"Xing Li","orcid":"https://orcid.org/0000-0001-5330-8699","observed_orcids":["https://orcid.org/0000-0001-5330-8699"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Li","raw_affiliation_strings":["School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","School of Mathematics and Physics, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050139798","display_name":"Enjun Ma","orcid":"https://orcid.org/0000-0002-7838-4492","observed_orcids":["https://orcid.org/0000-0002-7838-4492"]},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enjun Ma","raw_affiliation_strings":["School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","School of Mathematics and Physics, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Mathematics and Physics, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2290,"currency":"USD","value_usd":2290},"apc_paid":null,"fwci":1.1888,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.7871334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"8","issue":"4","first_page":"512","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.961899995803833,"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":0.961899995803833,"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/T13203","display_name":"Environmental Changes in China","score":0.015699999406933784,"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":0.015599999576807022,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multinomial-logit-model","display_name":"multinomial logistic regression","score":0.9810000061988831},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.9869999885559082},{"id":"https://openalex.org/keywords/land-allocation","display_name":"land allocation","score":0.8930000066757202},{"id":"https://openalex.org/keywords/land-use-change","display_name":"land use change","score":0.7559999823570251},{"id":"https://openalex.org/keywords/land-suitability","display_name":"land suitability","score":0.8529999852180481},{"id":"https://openalex.org/keywords/driving-forces-of-land-use-change","display_name":"driving forces of land use change","score":0.8519999980926514},{"id":"https://openalex.org/keywords/spatially-explicit-simulation","display_name":"spatially explicit simulation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/jiangxi","display_name":"Jiangxi Province","score":0.9750000238418579}],"concepts":[{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.9456685781478882},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.8287056684494019},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5252673029899597},{"id":"https://openalex.org/C114494560","wikidata":"https://www.wikidata.org/wiki/Q4914493","display_name":"Binomial regression","level":3,"score":0.49444079399108887},{"id":"https://openalex.org/C61722155","wikidata":"https://www.wikidata.org/wiki/Q6667643","display_name":"Logistic model tree","level":3,"score":0.4554038941860199},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4430605173110962},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3143664002418518}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11707-014-0426-y","doi":"https://doi.org/10.1007/s11707-014-0426-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11707-014-0426-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210180727","display_name":"Frontiers of Earth Science","issn_l":"1673-7385","issn":["1673-7385","1673-7490","2095-0195","2095-0209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Earth Science","raw_type":"journal-article"},{"id":"mag:3149430536","doi":null,"is_oa":false,"landing_page_url":"http://www.cqvip.com/QK/71237X/201404/663362686.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306546354","display_name":"\u5730\u7403\u79d1\u5b66\u524d\u6cbf\uff1a\u82f1\u6587\u7248","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"\u5730\u7403\u79d1\u5b66\u524d\u6cbf\uff1a\u82f1\u6587\u7248","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7605999708175659,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W654566995","https://openalex.org/W1546240049","https://openalex.org/W1550812296","https://openalex.org/W1562848178","https://openalex.org/W1598522405","https://openalex.org/W1967136137","https://openalex.org/W1968885079","https://openalex.org/W1969991487","https://openalex.org/W1973948212","https://openalex.org/W1986261119","https://openalex.org/W1988392239","https://openalex.org/W1990847076","https://openalex.org/W1993080413","https://openalex.org/W1999336541","https://openalex.org/W2001148873","https://openalex.org/W2004760222","https://openalex.org/W2015421535","https://openalex.org/W2017046847","https://openalex.org/W2017550274","https://openalex.org/W2021164946","https://openalex.org/W2031234274","https://openalex.org/W2032589890","https://openalex.org/W2033366722","https://openalex.org/W2037695586","https://openalex.org/W2043154307","https://openalex.org/W2045491940","https://openalex.org/W2045980827","https://openalex.org/W2051763629","https://openalex.org/W2056292725","https://openalex.org/W2065936828","https://openalex.org/W2066807395","https://openalex.org/W2074631556","https://openalex.org/W2082191736","https://openalex.org/W2082291024","https://openalex.org/W2088821145","https://openalex.org/W2089892649","https://openalex.org/W2094536313","https://openalex.org/W2100741082","https://openalex.org/W2104242518","https://openalex.org/W2129008824","https://openalex.org/W2130621597","https://openalex.org/W2130754537","https://openalex.org/W2141248083","https://openalex.org/W2147226412","https://openalex.org/W2163362719","https://openalex.org/W2354382292","https://openalex.org/W2592974517","https://openalex.org/W2795845722","https://openalex.org/W3015812362","https://openalex.org/W4250164569","https://openalex.org/W4253953800","https://openalex.org/W4298359570","https://openalex.org/W4299689471","https://openalex.org/W6673974147","https://openalex.org/W6723937572","https://openalex.org/W7034313246"],"related_works":["https://openalex.org/W2369306031","https://openalex.org/W3033697969","https://openalex.org/W7096995738","https://openalex.org/W2001372424","https://openalex.org/W1991124139","https://openalex.org/W2017046847","https://openalex.org/W6980123792","https://openalex.org/W2268093706","https://openalex.org/W1995162253","https://openalex.org/W1984576390"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
