{"id":"https://openalex.org/W2937833508","doi":"https://doi.org/10.1007/978-3-030-14745-7_14","title":"Improving Business-as-Usual Scenarios in Land Change Modelling by Extending the Calibration Period and Integrating Demographic Data","display_name":"Improving Business-as-Usual Scenarios in Land Change Modelling by Extending the Calibration Period and Integrating Demographic Data","publication_year":2019,"publication_date":"2019-04-15","ids":{"openalex":"https://openalex.org/W2937833508","doi":"https://doi.org/10.1007/978-3-030-14745-7_14","mag":"2937833508"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-14745-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14745-7_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210190054","display_name":"Lecture notes in geoinformation and cartography","issn_l":"1863-2246","issn":["1863-2246","1863-2351"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Geoinformation and Cartography","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02152070","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009351250","display_name":"Romain Mejean","orcid":"https://orcid.org/0000-0003-2194-3107"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4387153397","display_name":"G\u00e9ographie de l'environnement","ror":"https://ror.org/01p4g5p84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210126056","https://openalex.org/I4210152422","https://openalex.org/I4387153397"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Romain Mejean","raw_affiliation_strings":["GEODE UMR 5602 CNRS, Universit\u00e9 Toulouse 2 Jean Jaur\u00e8s, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEODE UMR 5602 CNRS, Universit\u00e9 Toulouse 2 Jean Jaur\u00e8s, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152422","https://openalex.org/I4387153397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112328064","display_name":"Martin Paegelow","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4387153397","display_name":"G\u00e9ographie de l'environnement","ror":"https://ror.org/01p4g5p84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210126056","https://openalex.org/I4210152422","https://openalex.org/I4387153397"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Martin Paegelow","raw_affiliation_strings":["GEODE UMR 5602 CNRS, Universit\u00e9 Toulouse 2 Jean Jaur\u00e8s, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEODE UMR 5602 CNRS, Universit\u00e9 Toulouse 2 Jean Jaur\u00e8s, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152422","https://openalex.org/I4387153397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044009857","display_name":"Mehdi Saqalli","orcid":"https://orcid.org/0000-0001-5405-466X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210164289","display_name":"G\u00e9osciences Environnement Toulouse","ror":"https://ror.org/05k0qmv73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210164289","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4387153397","display_name":"G\u00e9ographie de l'environnement","ror":"https://ror.org/01p4g5p84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210126056","https://openalex.org/I4210152422","https://openalex.org/I4387153397"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mehdi Saqalli","raw_affiliation_strings":["GEODE UMR 5602 CNRS, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEODE UMR 5602 CNRS, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210164289","https://openalex.org/I4387153397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076375208","display_name":"Doryan Kaced","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Doryan Kaced","raw_affiliation_strings":["IRIT UMR 5505, CNRS, Universit\u00e9 Toulouse 1 Capitole, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT UMR 5505, CNRS, Universit\u00e9 Toulouse 1 Capitole, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009351250"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152422","https://openalex.org/I4387153397"],"apc_list":null,"apc_paid":null,"fwci":1.8361,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81771721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9998999834060669,"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":0.9998999834060669,"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9973000288009644,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.833048939704895},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.6212855577468872},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5575072765350342},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5432348251342773},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5395521521568298},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.5306504964828491},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5208685398101807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49142611026763916},{"id":"https://openalex.org/keywords/land-use-land-use-change-and-forestry","display_name":"Land use, land-use change and forestry","score":0.4716569483280182},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4178738296031952},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.37096327543258667},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.34324541687965393},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34019017219543457},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2493601143360138},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.19387546181678772},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13263526558876038},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.12693321704864502},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11695787310600281},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11045452952384949}],"concepts":[{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.833048939704895},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.6212855577468872},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5575072765350342},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5432348251342773},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5395521521568298},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.5306504964828491},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5208685398101807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49142611026763916},{"id":"https://openalex.org/C122690726","wikidata":"https://www.wikidata.org/wiki/Q3348639","display_name":"Land use, land-use change and forestry","level":3,"score":0.4716569483280182},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4178738296031952},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.37096327543258667},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.34324541687965393},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34019017219543457},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2493601143360138},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.19387546181678772},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13263526558876038},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.12693321704864502},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11695787310600281},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11045452952384949},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-14745-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-14745-7_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210190054","display_name":"Lecture notes in geoinformation and cartography","issn_l":"1863-2246","issn":["1863-2246","1863-2351"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Geoinformation and Cartography","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-02152070v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02152070","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AGILE Conference on Geographic Information Science 22, Springer, pp.243-260, 2019, 978-3-030-14745-7. &#x27E8;10.1007/978-3-030-14745-7_14&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02152070v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02152070","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AGILE Conference on Geographic Information Science 22, Springer, pp.243-260, 2019, 978-3-030-14745-7. &#x27E8;10.1007/978-3-030-14745-7_14&#x27E9;","raw_type":"Proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4099999964237213,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G8856714508","display_name":"Structurations des mondes sociaux","funder_award_id":"ANR-11-LABX-0066","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W5391612","https://openalex.org/W90962360","https://openalex.org/W111229191","https://openalex.org/W205334446","https://openalex.org/W1578453342","https://openalex.org/W1708754533","https://openalex.org/W1893940442","https://openalex.org/W1968255548","https://openalex.org/W1988474728","https://openalex.org/W1991060316","https://openalex.org/W1994062614","https://openalex.org/W1998843668","https://openalex.org/W2003841128","https://openalex.org/W2008633810","https://openalex.org/W2029015120","https://openalex.org/W2031048819","https://openalex.org/W2031296639","https://openalex.org/W2038486011","https://openalex.org/W2052250761","https://openalex.org/W2052611239","https://openalex.org/W2054855365","https://openalex.org/W2058337971","https://openalex.org/W2065707548","https://openalex.org/W2068828226","https://openalex.org/W2079218409","https://openalex.org/W2081657528","https://openalex.org/W2087278589","https://openalex.org/W2104896032","https://openalex.org/W2107300678","https://openalex.org/W2108268806","https://openalex.org/W2120000166","https://openalex.org/W2141287762","https://openalex.org/W2146624586","https://openalex.org/W2151389381","https://openalex.org/W2152901131","https://openalex.org/W2157154835","https://openalex.org/W2162231719","https://openalex.org/W2165294228","https://openalex.org/W2168809519","https://openalex.org/W2197211417","https://openalex.org/W2224349310","https://openalex.org/W2282353162","https://openalex.org/W2521566687","https://openalex.org/W2754111430","https://openalex.org/W2765135543","https://openalex.org/W2765326184","https://openalex.org/W2765577503","https://openalex.org/W2765736339","https://openalex.org/W2766618025","https://openalex.org/W2767133151","https://openalex.org/W2779285567","https://openalex.org/W2913633272","https://openalex.org/W2941394136","https://openalex.org/W3139992509","https://openalex.org/W4245508939","https://openalex.org/W4248038028","https://openalex.org/W4298870229","https://openalex.org/W4301773809"],"related_works":["https://openalex.org/W2291311298","https://openalex.org/W2378021067","https://openalex.org/W2347703439","https://openalex.org/W2371027582","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2365305234","https://openalex.org/W2132503437","https://openalex.org/W3149223631"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}
