{"id":"https://openalex.org/W4323364856","doi":"https://doi.org/10.3390/rs15051471","title":"Tropical Dry Forest Dynamics Explained by Topographic and Anthropogenic Factors: A Case Study in Mexico","display_name":"Tropical Dry Forest Dynamics Explained by Topographic and Anthropogenic Factors: A Case Study in Mexico","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4323364856","doi":"https://doi.org/10.3390/rs15051471"},"language":"en","primary_location":{"id":"doi:10.3390/rs15051471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051471","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1471/pdf?version=1678262659","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/5/1471/pdf?version=1678262659","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102012591","display_name":"Yan Gao","orcid":"https://orcid.org/0000-0003-1345-1583"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]},{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["JP","MX"],"is_corresponding":true,"raw_author_name":"Yan Gao","raw_affiliation_strings":["Centro de Investigaciones en Geograf\u00eda Ambiental, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Morelia 58190, Mexico","Graduate School of Environmental Earth Science, Hokkaido University, Sapporo 060-0810, Japan"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaciones en Geograf\u00eda Ambiental, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Morelia 58190, Mexico","institution_ids":["https://openalex.org/I8961855"]},{"raw_affiliation_string":"Graduate School of Environmental Earth Science, Hokkaido University, Sapporo 060-0810, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005039477","display_name":"Jonathan V. Sol\u00f3rzano","orcid":"https://orcid.org/0000-0001-6422-4802"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jonathan V. Sol\u00f3rzano","raw_affiliation_strings":["Posgrado en Geograf\u00eda, Centro de Investigaciones en Geograf\u00eda Ambiental, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Morelia 58190, Mexico"],"affiliations":[{"raw_affiliation_string":"Posgrado en Geograf\u00eda, Centro de Investigaciones en Geograf\u00eda Ambiental, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Morelia 58190, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052063834","display_name":"Ronald C. Estoque","orcid":"https://orcid.org/0000-0001-9681-492X"},"institutions":[{"id":"https://openalex.org/I4210140938","display_name":"Forestry and Forest Products Research Institute","ror":"https://ror.org/044bma518","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1289024836","https://openalex.org/I4210140938"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ronald C. Estoque","raw_affiliation_strings":["Center for Biodiversity and Climate Change, Forestry and Forest Products Research Institute, Tsukuba 305-8687, Japan"],"affiliations":[{"raw_affiliation_string":"Center for Biodiversity and Climate Change, Forestry and Forest Products Research Institute, Tsukuba 305-8687, Japan","institution_ids":["https://openalex.org/I4210140938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081123014","display_name":"Shiro Tsuyuzaki","orcid":"https://orcid.org/0000-0003-3010-8699"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shiro Tsuyuzaki","raw_affiliation_strings":["Graduate School of Environmental Earth Science, Hokkaido University, Sapporo 060-0810, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Environmental Earth Science, Hokkaido University, Sapporo 060-0810, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102012591"],"corresponding_institution_ids":["https://openalex.org/I205349734","https://openalex.org/I8961855"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6398,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65596498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"5","first_page":"1471","last_page":"1471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9991999864578247,"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9991999864578247,"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/T11753","display_name":"Forest Management and Policy","score":0.9948999881744385,"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/T12630","display_name":"African Botany and Ecology Studies","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tropical-and-subtropical-dry-broadleaf-forests","display_name":"Tropical and subtropical dry broadleaf forests","score":0.8372906446456909},{"id":"https://openalex.org/keywords/tropical-forest","display_name":"Tropical forest","score":0.6592228412628174},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5906237959861755},{"id":"https://openalex.org/keywords/forest-dynamics","display_name":"Forest dynamics","score":0.571833610534668},{"id":"https://openalex.org/keywords/threatened-species","display_name":"Threatened species","score":0.512241542339325},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.4811890721321106},{"id":"https://openalex.org/keywords/tropics","display_name":"Tropics","score":0.4802860915660858},{"id":"https://openalex.org/keywords/tropical-vegetation","display_name":"Tropical vegetation","score":0.4493733048439026},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.33550095558166504},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.33374980092048645},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3286817669868469},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.2974723279476166},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07450109720230103}],"concepts":[{"id":"https://openalex.org/C108216600","wikidata":"https://www.wikidata.org/wiki/Q511668","display_name":"Tropical and subtropical dry broadleaf forests","level":2,"score":0.8372906446456909},{"id":"https://openalex.org/C2776285232","wikidata":"https://www.wikidata.org/wiki/Q1048194","display_name":"Tropical forest","level":2,"score":0.6592228412628174},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5906237959861755},{"id":"https://openalex.org/C2776107028","wikidata":"https://www.wikidata.org/wiki/Q3008355","display_name":"Forest dynamics","level":2,"score":0.571833610534668},{"id":"https://openalex.org/C24518262","wikidata":"https://www.wikidata.org/wiki/Q16197023","display_name":"Threatened species","level":3,"score":0.512241542339325},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4811890721321106},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.4802860915660858},{"id":"https://openalex.org/C91492127","wikidata":"https://www.wikidata.org/wiki/Q7846186","display_name":"Tropical vegetation","level":3,"score":0.4493733048439026},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33550095558166504},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.33374980092048645},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3286817669868469},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.2974723279476166},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07450109720230103},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs15051471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051471","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1471/pdf?version=1678262659","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bacc02705c1c441688a447686ae7fe7a","is_oa":true,"landing_page_url":"https://doaj.org/article/bacc02705c1c441688a447686ae7fe7a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 5, p 1471 (2023)","raw_type":"article"},{"id":"pmh:oai:eprints.lib.hokudai.ac.jp:2115/89237","is_oa":false,"landing_page_url":"http://hdl.handle.net/2115/89237","pdf_url":null,"source":{"id":"https://openalex.org/S4306400549","display_name":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205349734","host_organization_name":"Hokkaido University","host_organization_lineage":["https://openalex.org/I205349734"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:irdb.nii.ac.jp:01364:0007200543","is_oa":false,"landing_page_url":"https://hdl.handle.net/2115/89237","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"journal article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/5/1471/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15051471","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 5; Pages: 1471","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15051471","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051471","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1471/pdf?version=1678262659","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323364856.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1225683559","https://openalex.org/W1577860521","https://openalex.org/W1981283009","https://openalex.org/W2011500029","https://openalex.org/W2013943886","https://openalex.org/W2046749260","https://openalex.org/W2052250761","https://openalex.org/W2061569531","https://openalex.org/W2062848325","https://openalex.org/W2099475982","https://openalex.org/W2108333212","https://openalex.org/W2126582070","https://openalex.org/W2130269771","https://openalex.org/W2136443147","https://openalex.org/W2151165192","https://openalex.org/W2154981955","https://openalex.org/W2156415247","https://openalex.org/W2272473773","https://openalex.org/W2307094448","https://openalex.org/W2750682830","https://openalex.org/W2792371032","https://openalex.org/W2911964244","https://openalex.org/W2979445032","https://openalex.org/W2987399229","https://openalex.org/W3004850107","https://openalex.org/W3198940810","https://openalex.org/W4220788653","https://openalex.org/W4235256446","https://openalex.org/W4252684946","https://openalex.org/W6610017368","https://openalex.org/W6666102031","https://openalex.org/W6674840287"],"related_works":["https://openalex.org/W3022386248","https://openalex.org/W2308497400","https://openalex.org/W2521235027","https://openalex.org/W4253439525","https://openalex.org/W2003759074","https://openalex.org/W1543609992","https://openalex.org/W2328294917","https://openalex.org/W1566790515","https://openalex.org/W2789701750","https://openalex.org/W3034429294"],"abstract_inverted_index":{"Tropical":[0],"dry":[1,28,46,137,220],"forest":[2,29,37,47,138,163,167,181,221],"is":[3,12,20,58],"one":[4],"of":[5,26,100,145,151,160,226],"the":[6,36,92,101,109,115,119,142,148,157,170,186,193,201,208,224],"most":[7],"threatened":[8],"ecosystems,":[9],"and":[10,49,74,84,106,118,129,139,147,165,183],"it":[11,32],"disappearing":[13],"at":[14],"an":[15,59,97,216],"alarming":[16],"rate.":[17],"Shifting":[18],"cultivation":[19],"commonly":[21],"cited":[22],"as":[23,88],"a":[24,76,124,130,174],"driver":[25],"tropical":[27,45,136,162,166,180,219],"loss,":[30],"although":[31],"helps":[33],"to":[34,53,80,153,191],"maintain":[35],"coverage":[38],"but":[39,211],"with":[40,70],"less":[41],"density.":[42],"We":[43,65,94,122],"investigated":[44],"dynamics":[48,222],"their":[50],"contributing":[51],"factors":[52,90],"find":[54],"out":[55,96],"if":[56],"there":[57,214],"equilibrium":[60,217],"between":[61,114],"these":[62],"two":[63],"processes.":[64],"classified":[66],"multi-temporal":[67],"Sentinel-2A":[68],"images":[69],"machine":[71],"learning":[72],"algorithms":[73],"used":[75],"logistic":[77],"regression":[78],"model":[79],"associate":[81],"topographic,":[82],"anthropogenic,":[83],"land":[85],"tenure":[86],"variables":[87],"plausible":[89],"in":[91,104,111,135,195,218],"dynamics.":[93],"carried":[95],"accuracy":[98],"assessment":[99],"detected":[102],"changes":[103],"loss":[105,127,164,182,202],"gain":[107,133,184,209],"considering":[108],"imbalance":[110],"area":[112,171],"proportion":[113],"change":[116],"classes":[117],"persistence":[120],"classes.":[121],"estimated":[123],"1.4%":[125],"annual":[126,132],"rate":[128,134],"0.7%":[131],"found":[140],"that":[141,188,200,213],"topographic":[143],"variable":[144,150],"slope":[146],"anthropogenic":[149],"distance":[152],"roads":[154],"helped":[155],"explain":[156],"occurrence":[158],"probability":[159],"both":[161,179],"gain.":[168],"Since":[169],"estimation":[172],"yielded":[173],"wide":[175],"confidence":[176],"interval":[177],"for":[178],"despite":[185],"measures":[187],"we":[189,197],"took":[190],"counterbalance":[192],"disproportion":[194],"areas,":[196],"cannot":[198],"conclude":[199],"process":[203],"was":[204,215],"more":[205],"intense":[206],"than":[207],"process,":[210],"rather":[212],"under":[223],"influence":[225],"shifting":[227],"cultivation.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2023-03-08T00:00:00"}