{"id":"https://openalex.org/W4385727843","doi":"https://doi.org/10.1016/j.ecoinf.2023.102259","title":"The Brazilian semiarid region over the past 21,000 years: Vegetation dynamics in small pulses of higher humidity","display_name":"The Brazilian semiarid region over the past 21,000 years: Vegetation dynamics in small pulses of higher humidity","publication_year":2023,"publication_date":"2023-08-10","ids":{"openalex":"https://openalex.org/W4385727843","doi":"https://doi.org/10.1016/j.ecoinf.2023.102259"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2023.102259","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2023.102259","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ecoinf.2023.102259","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073602370","display_name":"Rafael C\u00e9sar Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rafael C\u00e9sar Silva","raw_affiliation_strings":["Instituto de Geoci\u00eancias, Av. Bento Gon\u00e7alves, 9500, Pr\u00e9dio 43113/203, Campus Vale, Universidade Federal do Rio Grande do Sul, Porto Alegre/RS CEP: 91540-000, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Geoci\u00eancias, Av. Bento Gon\u00e7alves, 9500, Pr\u00e9dio 43113/203, Campus Vale, Universidade Federal do Rio Grande do Sul, Porto Alegre/RS CEP: 91540-000, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010408130","display_name":"Guilherme Resende Corr\u00eaa","orcid":"https://orcid.org/0000-0001-8763-7204"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Resende Corr\u00eaa","raw_affiliation_strings":["Instituto de Geografia, Campus Santa M\u00f4nica - Bloco 1H - Sala 1H35, Universidade Federal de Uberl\u00e2ndia, Av. Jo\u00e3o Naves de \u00c1vila, 2121 - Uberl\u00e2ndia/MG, 38.400-902, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Geografia, Campus Santa M\u00f4nica - Bloco 1H - Sala 1H35, Universidade Federal de Uberl\u00e2ndia, Av. Jo\u00e3o Naves de \u00c1vila, 2121 - Uberl\u00e2ndia/MG, 38.400-902, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057617655","display_name":"Daniel Meira Arruda","orcid":"https://orcid.org/0000-0002-3541-4786"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Meira Arruda","raw_affiliation_strings":["IGC - Av. Ant\u00f4nio Carlos, 6.627 - Universidade Federal de Minas Gerais, Pampulha, CEP: 31270-901 Belo Horizonte - MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IGC - Av. Ant\u00f4nio Carlos, 6.627 - Universidade Federal de Minas Gerais, Pampulha, CEP: 31270-901 Belo Horizonte - MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052413523","display_name":"Gustavo Vieira Veloso","orcid":"https://orcid.org/0000-0002-9451-2714"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Vieira Veloso","raw_affiliation_strings":["Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085674191","display_name":"Elp\u00eddio In\u00e1cio Fernandes-Filho","orcid":"https://orcid.org/0000-0002-9484-1411"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elp\u00eddio In\u00e1cio Fernandes-Filho","raw_affiliation_strings":["Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016255789","display_name":"Hugo Galv\u00e3o C\u00e2ndido","orcid":"https://orcid.org/0000-0003-1209-6292"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo Galv\u00e3o C\u00e2ndido","raw_affiliation_strings":["Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035194876","display_name":"F\u00e1bio Soares de Oliveira","orcid":"https://orcid.org/0000-0002-1450-7609"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1bio Soares de Oliveira","raw_affiliation_strings":["IGC - Av. Ant\u00f4nio Carlos, 6.627 - Universidade Federal de Minas Gerais, Pampulha, CEP: 31270-901 Belo Horizonte - MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IGC - Av. Ant\u00f4nio Carlos, 6.627 - Universidade Federal de Minas Gerais, Pampulha, CEP: 31270-901 Belo Horizonte - MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088432231","display_name":"Gabriel Palucci Rosa","orcid":"https://orcid.org/0000-0002-8652-6956"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel Palucci Rosa","raw_affiliation_strings":["Instituto de Geografia, Campus Santa M\u00f4nica - Bloco 1H - Sala 1H35, Universidade Federal de Uberl\u00e2ndia, Av. Jo\u00e3o Naves de \u00c1vila, 2121 - Uberl\u00e2ndia/MG, 38.400-902, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Geografia, Campus Santa M\u00f4nica - Bloco 1H - Sala 1H35, Universidade Federal de Uberl\u00e2ndia, Av. Jo\u00e3o Naves de \u00c1vila, 2121 - Uberl\u00e2ndia/MG, 38.400-902, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038803420","display_name":"Hermann Behling","orcid":"https://orcid.org/0000-0002-5843-8342"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hermann Behling","raw_affiliation_strings":["University of G\u00f6ttingen, Wilhelm-Weber-Str, 2a37073 G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of G\u00f6ttingen, Wilhelm-Weber-Str, 2a37073 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104154743","display_name":"Carlos Ernesto Gon\u00e7alves Renaud Schaefer","orcid":null},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Ernesto Gon\u00e7alves Renaud Schaefer","raw_affiliation_strings":["Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Av. Peter Henry Rolfs s/n, Campus Universit\u00e1rio, Universidade Federal de Vi\u00e7osa, CEP: 36570-900, Vi\u00e7osa, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5073602370"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":2.4846,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88476206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"77","issue":null,"first_page":"102259","last_page":"102259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10017","display_name":"Geology and Paleoclimatology Research","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10017","display_name":"Geology and Paleoclimatology Research","score":0.9993000030517578,"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/edaphic","display_name":"Edaphic","score":0.9290891885757446},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7890586853027344},{"id":"https://openalex.org/keywords/biome","display_name":"Biome","score":0.7007882595062256},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.6104573011398315},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5788220763206482},{"id":"https://openalex.org/keywords/holocene","display_name":"Holocene","score":0.5636254549026489},{"id":"https://openalex.org/keywords/deciduous","display_name":"Deciduous","score":0.53017258644104},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.5047088861465454},{"id":"https://openalex.org/keywords/last-glacial-maximum","display_name":"Last Glacial Maximum","score":0.5019230842590332},{"id":"https://openalex.org/keywords/tropical-vegetation","display_name":"Tropical vegetation","score":0.46348837018013},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.43834608793258667},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4358956813812256},{"id":"https://openalex.org/keywords/paleoclimatology","display_name":"Paleoclimatology","score":0.42835530638694763},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.42341333627700806},{"id":"https://openalex.org/keywords/period","display_name":"Period (music)","score":0.42016342282295227},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3878721594810486},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3197207450866699},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.2652292847633362},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.1054067611694336},{"id":"https://openalex.org/keywords/rainforest","display_name":"Rainforest","score":0.09902822971343994},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.09615394473075867},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.09132522344589233},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.07990124821662903}],"concepts":[{"id":"https://openalex.org/C71908930","wikidata":"https://www.wikidata.org/wiki/Q1151068","display_name":"Edaphic","level":3,"score":0.9290891885757446},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7890586853027344},{"id":"https://openalex.org/C89920630","wikidata":"https://www.wikidata.org/wiki/Q101998","display_name":"Biome","level":3,"score":0.7007882595062256},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.6104573011398315},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5788220763206482},{"id":"https://openalex.org/C140345934","wikidata":"https://www.wikidata.org/wiki/Q25445","display_name":"Holocene","level":2,"score":0.5636254549026489},{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.53017258644104},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5047088861465454},{"id":"https://openalex.org/C188291805","wikidata":"https://www.wikidata.org/wiki/Q1979625","display_name":"Last Glacial Maximum","level":3,"score":0.5019230842590332},{"id":"https://openalex.org/C91492127","wikidata":"https://www.wikidata.org/wiki/Q7846186","display_name":"Tropical vegetation","level":3,"score":0.46348837018013},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.43834608793258667},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4358956813812256},{"id":"https://openalex.org/C33683781","wikidata":"https://www.wikidata.org/wiki/Q191069","display_name":"Paleoclimatology","level":3,"score":0.42835530638694763},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.42341333627700806},{"id":"https://openalex.org/C2781291010","wikidata":"https://www.wikidata.org/wiki/Q178580","display_name":"Period (music)","level":2,"score":0.42016342282295227},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3878721594810486},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3197207450866699},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.2652292847633362},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.1054067611694336},{"id":"https://openalex.org/C2619416","wikidata":"https://www.wikidata.org/wiki/Q9444","display_name":"Rainforest","level":2,"score":0.09902822971343994},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.09615394473075867},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.09132522344589233},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.07990124821662903},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ecoinf.2023.102259","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2023.102259","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/133190","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/133190","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":null,"raw_type":"yes"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2023.102259","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2023.102259","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320316427","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1503321084","https://openalex.org/W1782310326","https://openalex.org/W1808741543","https://openalex.org/W1831050183","https://openalex.org/W1875486078","https://openalex.org/W1963980324","https://openalex.org/W1984517089","https://openalex.org/W1985217958","https://openalex.org/W1991245757","https://openalex.org/W1994451395","https://openalex.org/W1995338505","https://openalex.org/W1996862213","https://openalex.org/W2006443286","https://openalex.org/W2010236289","https://openalex.org/W2017974358","https://openalex.org/W2021315850","https://openalex.org/W2026704595","https://openalex.org/W2046375450","https://openalex.org/W2075428134","https://openalex.org/W2101108516","https://openalex.org/W2102586924","https://openalex.org/W2104896032","https://openalex.org/W2106587848","https://openalex.org/W2120637384","https://openalex.org/W2135346143","https://openalex.org/W2168366656","https://openalex.org/W2277395558","https://openalex.org/W2330992118","https://openalex.org/W2407274034","https://openalex.org/W2463201722","https://openalex.org/W2464015613","https://openalex.org/W2491463574","https://openalex.org/W2500641589","https://openalex.org/W2582743722","https://openalex.org/W2602501594","https://openalex.org/W2602980304","https://openalex.org/W2614464134","https://openalex.org/W2753337707","https://openalex.org/W2760951751","https://openalex.org/W2776841476","https://openalex.org/W2790709444","https://openalex.org/W2791956015","https://openalex.org/W2807683968","https://openalex.org/W2885870968","https://openalex.org/W2890448989","https://openalex.org/W2899632236","https://openalex.org/W2901978088","https://openalex.org/W2909736607","https://openalex.org/W2915360072","https://openalex.org/W2942763660","https://openalex.org/W2969303074","https://openalex.org/W2982321196","https://openalex.org/W2990326979","https://openalex.org/W2996825230","https://openalex.org/W2999585470","https://openalex.org/W3018411075","https://openalex.org/W3037845017","https://openalex.org/W3042089417","https://openalex.org/W3046764719","https://openalex.org/W3081007038","https://openalex.org/W3092984961","https://openalex.org/W3093922899","https://openalex.org/W3104895181","https://openalex.org/W3108624418","https://openalex.org/W3112479169","https://openalex.org/W3136259885","https://openalex.org/W3158732580","https://openalex.org/W3208227252","https://openalex.org/W4296632068","https://openalex.org/W4317473254","https://openalex.org/W6600201734","https://openalex.org/W6649321938","https://openalex.org/W6655629923","https://openalex.org/W6744112523","https://openalex.org/W6769674431","https://openalex.org/W6781942526","https://openalex.org/W6842906605","https://openalex.org/W6848969328"],"related_works":["https://openalex.org/W3105425104","https://openalex.org/W2772017866","https://openalex.org/W4210885782","https://openalex.org/W4220719135","https://openalex.org/W1750866271","https://openalex.org/W1666841423","https://openalex.org/W2120929345","https://openalex.org/W2109861749","https://openalex.org/W3022252274","https://openalex.org/W3013089870"],"abstract_inverted_index":{"In":[0,118],"South":[1],"America,":[2],"one":[3],"of":[4,18,38,47,72,127,140,163,173,185,189,193,213,215,219,224,252],"the":[5,13,36,51,92,125,142,161,186,194,199,205,211,220,242,249,253],"least":[6],"addressed":[7],"regions":[8],"in":[9,91,158,160,182,241,247],"paleoecological":[10],"studies":[11,42],"is":[12,81,154],"Brazilian":[14],"Semiarid":[15],"region,":[16],"composed":[17],"vegetation":[19,49,112,164,217,236],"from":[20],"different":[21],"biomes":[22],"and":[23,63,94,114,129,144,229],"currently":[24],"marked":[25],"by":[26,79,257],"an":[27,45],"arid":[28],"climate.":[29],"Although":[30],"environmental":[31],"conditions":[32,104,251],"do":[33,105],"not":[34,106],"favor":[35],"formation":[37,113],"palynological":[39],"sites,":[40],"previous":[41],"have":[43],"indicated":[44],"expansion":[46],"savanna":[48],"during":[50,204],"Last":[52],"Glacial":[53],"Maximum":[54],"(LGM).":[55],"However,":[56],"more":[57],"refined":[58],"analyses":[59],"with":[60,135,210],"better":[61,70,183],"spatial":[62],"temporal":[64],"resolutions":[65],"are":[66,169],"important":[67],"for":[68,111],"a":[69,155,245],"understanding":[71],"these":[73],"environments.":[74],"The":[75,171,191,234],"region's":[76],"past":[77,195],"reconstructed":[78],"models":[80,134],"related":[82],"to":[83,123,132,176],"intense":[84],"climate":[85,196],"changes":[86],"on":[87],"brief":[88],"time":[89],"scales":[90],"Pleistocene":[93],"Holocene.":[95],"Furthermore,":[96],"paleoclimatic":[97],"modeling":[98],"reconstructions":[99],"that":[100,152,198],"only":[101,240],"reproduce":[102],"atmospheric":[103],"always":[107],"represent":[108],"all":[109],"factors":[110],"dynamics":[115],"through":[116],"time.":[117],"this":[119],"work,":[120],"we":[121],"aimed":[122],"use":[124,172],"combination":[126],"bioclimatic":[128],"edaphic":[130,167,178],"predictors":[131,168],"build":[133],"machine":[136],"learning":[137],"algorithms":[138],"capable":[139],"predicting":[141],"current":[143,235],"last":[145],"21,000":[146],"years'":[147],"vegetation.":[148,190,260],"Our":[149],"results":[150],"show":[151],"there":[153],"significant":[156],"gain":[157],"precision":[159],"classification":[162],"formations":[165,218],"when":[166],"added.":[170],"subsurface":[174],"horizons":[175],"generate":[177],"attributes":[179],"also":[180],"resulted":[181],"details":[184],"local":[187],"distribution":[188],"reconstruction":[192],"showed":[197],"greatest":[200],"change":[201],"was":[202,238],"promoted":[203],"Heinrich":[206],"Stadial":[207],"1":[208],"period;":[209],"retraction":[212],"areas":[214,223],"open":[216],"Hyperxerophilous":[221],"Caatinga,":[222,226,228],"Arboreal":[225],"Forested":[227],"Seasonal":[230],"Deciduous":[231],"Forest":[232],"advanced.":[233],"cover":[237],"established":[239],"Late":[243],"Holocene,":[244],"period":[246],"which":[248],"humid":[250],"region":[254],"allowed":[255],"occupation":[256],"mostly":[258],"dry":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}
