{"id":"https://openalex.org/W4404640478","doi":"https://doi.org/10.3390/rs16234363","title":"Biodiversity from the Sky: Testing the Spectral Variation Hypothesis in the Brazilian Atlantic Forest","display_name":"Biodiversity from the Sky: Testing the Spectral Variation Hypothesis in the Brazilian Atlantic Forest","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4404640478","doi":"https://doi.org/10.3390/rs16234363"},"language":"en","primary_location":{"id":"doi:10.3390/rs16234363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234363","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4363/pdf?version=1732322703","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/2072-4292/16/23/4363/pdf?version=1732322703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114758305","display_name":"Tobias Baruc Moreira Pinon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160371","display_name":"Instituto Federal do Esp\u00edrito Santo","ror":"https://ror.org/05rshs160","country_code":"BR","type":"funder","lineage":["https://openalex.org/I4210160371"]},{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Tobias Baruc Moreira Pinon","raw_affiliation_strings":["Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","Institute of Agricultural and Forestry Defense of Esp\u00edrito Santo, Vit\u00f3ria 29010-935, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]},{"raw_affiliation_string":"Institute of Agricultural and Forestry Defense of Esp\u00edrito Santo, Vit\u00f3ria 29010-935, ES, Brazil","institution_ids":["https://openalex.org/I4210160371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040642681","display_name":"Adriano Ribeiro de Mendon\u00e7a","orcid":"https://orcid.org/0000-0003-3307-8579"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano Ribeiro de Mendon\u00e7a","raw_affiliation_strings":["Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103283415","display_name":"Gilson Fernandes da Silva","orcid":"https://orcid.org/0000-0001-7853-6284"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gilson Fernandes da Silva","raw_affiliation_strings":["Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002103092","display_name":"Emanuel Maretto Effgen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160371","display_name":"Instituto Federal do Esp\u00edrito Santo","ror":"https://ror.org/05rshs160","country_code":"BR","type":"funder","lineage":["https://openalex.org/I4210160371"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Emanuel Maretto Effgen","raw_affiliation_strings":["Institute of Agricultural and Forestry Defense of Esp\u00edrito Santo, Vit\u00f3ria 29010-935, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Agricultural and Forestry Defense of Esp\u00edrito Santo, Vit\u00f3ria 29010-935, ES, Brazil","institution_ids":["https://openalex.org/I4210160371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053796149","display_name":"N\u00edvea Maria Mafra Rodrigues","orcid":"https://orcid.org/0000-0002-3750-0813"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"N\u00edvea Maria Mafra Rodrigues","raw_affiliation_strings":["Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052079226","display_name":"M\u00edlton Marques Fernandes","orcid":"https://orcid.org/0000-0002-9394-0020"},"institutions":[{"id":"https://openalex.org/I190085865","display_name":"Universidade Federal de Sergipe","ror":"https://ror.org/028ka0n85","country_code":"BR","type":"education","lineage":["https://openalex.org/I190085865"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Milton Marques Fernandes","raw_affiliation_strings":["Department of Forestry Engineering, Federal University of Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49100-000, SE, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry Engineering, Federal University of Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49100-000, SE, Brazil","institution_ids":["https://openalex.org/I190085865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078679451","display_name":"Jer\u00f4nimo Boelsums Barreto Sansevero","orcid":"https://orcid.org/0000-0002-3389-2581"},"institutions":[{"id":"https://openalex.org/I161460629","display_name":"Universidade Federal Rural do Rio de Janeiro","ror":"https://ror.org/00xwgyp12","country_code":"BR","type":"education","lineage":["https://openalex.org/I161460629"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jer\u00f4nimo Boelsums Barreto Sansevero","raw_affiliation_strings":["Department of Environmental Sciences, Federal Rural University of Rio de Janeiro, Serop\u00e9dica 23890-000, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Sciences, Federal Rural University of Rio de Janeiro, Serop\u00e9dica 23890-000, RJ, Brazil","institution_ids":["https://openalex.org/I161460629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052052466","display_name":"Catherine Torres de Almeida","orcid":"https://orcid.org/0000-0002-8140-2903"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Catherine Torres de Almeida","raw_affiliation_strings":["Department of Fisheries Resources and Aquaculture, S\u00e3o Paulo State University (J\u00falio de Mesquita Filho), Registro 11900-000, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Fisheries Resources and Aquaculture, S\u00e3o Paulo State University (J\u00falio de Mesquita Filho), Registro 11900-000, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020956415","display_name":"Henrique Machado Dias","orcid":"https://orcid.org/0000-0003-2217-7846"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Machado Dias","raw_affiliation_strings":["Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Forestry and Wood Sciences, Federal University of Esp\u00edrito Santo, Jer\u00f4nimo Monteiro 29550-000, ES, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053896067","display_name":"F. G. Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-6925-3012"},"institutions":[{"id":"https://openalex.org/I4210155636","display_name":"Remote Sensing Solutions (United States)","ror":"https://ror.org/04tbz4c44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155636"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabio Guimar\u00e3es Gon\u00e7alves","raw_affiliation_strings":["Canopy Remote Sensing Solutions, Florian\u00f3polis 88032-005, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Canopy Remote Sensing Solutions, Florian\u00f3polis 88032-005, SC, Brazil","institution_ids":["https://openalex.org/I4210155636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010078404","display_name":"Andr\u00e9 Quint\u00e3o de Almeida","orcid":"https://orcid.org/0000-0002-3597-8717"},"institutions":[{"id":"https://openalex.org/I190085865","display_name":"Universidade Federal de Sergipe","ror":"https://ror.org/028ka0n85","country_code":"BR","type":"education","lineage":["https://openalex.org/I190085865"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Quint\u00e3o de Almeida","raw_affiliation_strings":["Department of Agricultural Engineering, Federal University of Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49100-000, SE, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering, Federal University of Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49100-000, SE, Brazil","institution_ids":["https://openalex.org/I190085865"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5114758305"],"corresponding_institution_ids":["https://openalex.org/I4210160371","https://openalex.org/I51235708"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.4938,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95890305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"23","first_page":"4363","last_page":"4363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.984000027179718,"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/species-richness","display_name":"Species richness","score":0.8222548961639404},{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.7273305654525757},{"id":"https://openalex.org/keywords/biome","display_name":"Biome","score":0.7209373116493225},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6544643640518188},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6165487766265869},{"id":"https://openalex.org/keywords/atlantic-forest","display_name":"Atlantic forest","score":0.5072824358940125},{"id":"https://openalex.org/keywords/diversity-index","display_name":"Diversity index","score":0.47184231877326965},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46666139364242554},{"id":"https://openalex.org/keywords/species-evenness","display_name":"Species evenness","score":0.4423624277114868},{"id":"https://openalex.org/keywords/species-diversity","display_name":"Species diversity","score":0.44049298763275146},{"id":"https://openalex.org/keywords/global-biodiversity","display_name":"Global biodiversity","score":0.440099835395813},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.40076538920402527},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.37869152426719666},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3652890920639038},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.3369365334510803},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22659757733345032},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13632771372795105}],"concepts":[{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.8222548961639404},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.7273305654525757},{"id":"https://openalex.org/C89920630","wikidata":"https://www.wikidata.org/wiki/Q101998","display_name":"Biome","level":3,"score":0.7209373116493225},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6544643640518188},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6165487766265869},{"id":"https://openalex.org/C2992910246","wikidata":"https://www.wikidata.org/wiki/Q477047","display_name":"Atlantic forest","level":2,"score":0.5072824358940125},{"id":"https://openalex.org/C30968088","wikidata":"https://www.wikidata.org/wiki/Q1230601","display_name":"Diversity index","level":3,"score":0.47184231877326965},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46666139364242554},{"id":"https://openalex.org/C127937792","wikidata":"https://www.wikidata.org/wiki/Q256069","display_name":"Species evenness","level":3,"score":0.4423624277114868},{"id":"https://openalex.org/C62648534","wikidata":"https://www.wikidata.org/wiki/Q706937","display_name":"Species diversity","level":2,"score":0.44049298763275146},{"id":"https://openalex.org/C187604713","wikidata":"https://www.wikidata.org/wiki/Q5570810","display_name":"Global biodiversity","level":3,"score":0.440099835395813},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.40076538920402527},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37869152426719666},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3652890920639038},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.3369365334510803},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22659757733345032},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13632771372795105},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16234363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234363","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4363/pdf?version=1732322703","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:3eef4c080b0a4d629e7b2f1fc2be8cfc","is_oa":true,"landing_page_url":"https://doaj.org/article/3eef4c080b0a4d629e7b2f1fc2be8cfc","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 16, Iss 23, p 4363 (2024)","raw_type":"article"},{"id":"pmh:oai:repositorio.unesp.br:11449/298143","is_oa":true,"landing_page_url":"https://hdl.handle.net/11449/298143","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"instacron:UNESP","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs16234363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234363","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4363/pdf?version=1732322703","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":[{"display_name":"Life in Land","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G120275728","display_name":null,"funder_award_id":"Univer","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1429890386","display_name":null,"funder_award_id":"(CNPq","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1589553732","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2604241884","display_name":null,"funder_award_id":"2019-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3808698137","display_name":null,"funder_award_id":"310299/2019-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5079005330","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6111631661","display_name":null,"funder_award_id":"Pesquisa","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7039837711","display_name":null,"funder_award_id":"Bolsa","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8464931132","display_name":null,"funder_award_id":"Process","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8797134339","display_name":null,"funder_award_id":"4/2022","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323682","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa e Inova\u00e7\u00e3o do Esp\u00edrito Santo","ror":"https://ror.org/03cen2c33"},{"id":"https://openalex.org/F4320331556","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28"},{"id":"https://openalex.org/F4320335425","display_name":"Instituto Chico Mendes de Conserva\u00e7\u00e3o da Biodiversidade","ror":"https://ror.org/04s5p1a35"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404640478.pdf","grobid_xml":"https://content.openalex.org/works/W4404640478.grobid-xml"},"referenced_works_count":110,"referenced_works":["https://openalex.org/W51106753","https://openalex.org/W154451301","https://openalex.org/W180836830","https://openalex.org/W1839139904","https://openalex.org/W1966579847","https://openalex.org/W1982113941","https://openalex.org/W1983279516","https://openalex.org/W1985291094","https://openalex.org/W1993124356","https://openalex.org/W1994017316","https://openalex.org/W1996121561","https://openalex.org/W1998723616","https://openalex.org/W2005284849","https://openalex.org/W2011010318","https://openalex.org/W2013968785","https://openalex.org/W2018027183","https://openalex.org/W2036238025","https://openalex.org/W2036332550","https://openalex.org/W2039060633","https://openalex.org/W2047506045","https://openalex.org/W2057868662","https://openalex.org/W2065191898","https://openalex.org/W2067184918","https://openalex.org/W2067907558","https://openalex.org/W2073555669","https://openalex.org/W2077297916","https://openalex.org/W2089441588","https://openalex.org/W2090624115","https://openalex.org/W2096996101","https://openalex.org/W2099410216","https://openalex.org/W2101077235","https://openalex.org/W2102689718","https://openalex.org/W2109191549","https://openalex.org/W2113397378","https://openalex.org/W2113410727","https://openalex.org/W2114838732","https://openalex.org/W2118778337","https://openalex.org/W2121102297","https://openalex.org/W2125230412","https://openalex.org/W2125724410","https://openalex.org/W2142649963","https://openalex.org/W2145243492","https://openalex.org/W2149690934","https://openalex.org/W2156808278","https://openalex.org/W2161815745","https://openalex.org/W2161871871","https://openalex.org/W2162348455","https://openalex.org/W2164790386","https://openalex.org/W2166516660","https://openalex.org/W2166660987","https://openalex.org/W2194958479","https://openalex.org/W2295766458","https://openalex.org/W2324920305","https://openalex.org/W2333451688","https://openalex.org/W2432085345","https://openalex.org/W2465073570","https://openalex.org/W2502783411","https://openalex.org/W2515306179","https://openalex.org/W2588982887","https://openalex.org/W2762416812","https://openalex.org/W2765366036","https://openalex.org/W2802639194","https://openalex.org/W2896037677","https://openalex.org/W2936006296","https://openalex.org/W2951147814","https://openalex.org/W2954600731","https://openalex.org/W2957974561","https://openalex.org/W2971606241","https://openalex.org/W2978466225","https://openalex.org/W2996844481","https://openalex.org/W3032247621","https://openalex.org/W3043158170","https://openalex.org/W3075397214","https://openalex.org/W3106415210","https://openalex.org/W3160348949","https://openalex.org/W3173176705","https://openalex.org/W3185200329","https://openalex.org/W3186917005","https://openalex.org/W3196284744","https://openalex.org/W3197432048","https://openalex.org/W4200580986","https://openalex.org/W4205945155","https://openalex.org/W4210425332","https://openalex.org/W4226027522","https://openalex.org/W4226321393","https://openalex.org/W4285792094","https://openalex.org/W4286299948","https://openalex.org/W4288940949","https://openalex.org/W4298623023","https://openalex.org/W4307291380","https://openalex.org/W4366609679","https://openalex.org/W4367186506","https://openalex.org/W4379203801","https://openalex.org/W4382677291","https://openalex.org/W4383532668","https://openalex.org/W4390734034","https://openalex.org/W4391915057","https://openalex.org/W4394883866","https://openalex.org/W4395678542","https://openalex.org/W4396699773","https://openalex.org/W4400270484","https://openalex.org/W4404228121","https://openalex.org/W6636950212","https://openalex.org/W6719354370","https://openalex.org/W6755210343","https://openalex.org/W6805199284","https://openalex.org/W6853140612","https://openalex.org/W6865431394","https://openalex.org/W6870675967","https://openalex.org/W6982519008"],"related_works":["https://openalex.org/W2009474122","https://openalex.org/W2095516177","https://openalex.org/W4221054826","https://openalex.org/W2182241998","https://openalex.org/W2402650469","https://openalex.org/W4400822477","https://openalex.org/W2364821417","https://openalex.org/W3114914105","https://openalex.org/W2793172160","https://openalex.org/W2143450356"],"abstract_inverted_index":{"Tropical":[0],"forests":[1],"have":[2],"high":[3],"species":[4,50,108,149,268],"richness,":[5],"being":[6],"considered":[7],"the":[8,15,19,43,56,75,98,110,116,124,140,156,186,193,243,250,271],"most":[9,177],"diverse":[10],"and":[11,21,52,58,118,123,151,153,158,171,183,188,209,247,252,284,291],"complex":[12],"ecosystems":[13,27],"in":[14,25,55,68,74,185,270,294],"world.":[16],"Research":[17],"on":[18,115],"variation":[20,94],"maintenance":[22],"of":[23,37,93,112,120,126,146,173,192],"biodiversity":[24],"these":[26],"is":[28],"important":[29],"for":[30,97,139,148,155,204,211,235,242,249,267],"establishing":[31],"conservation":[32],"strategies.":[33],"The":[34,133,168,228],"main":[35,229],"objective":[36],"this":[38,121,279],"study":[39],"was":[40,137],"to":[41,83],"test":[42],"Spectral":[44],"Variation":[45],"Hypothesis":[46],"through":[47],"associations":[48],"between":[49],"diversity":[51,160,182,261,269,286],"richness":[53,150,184],"measured":[54],"field":[57],"hyperspectral":[59,174],"data":[60],"collected":[61],"by":[62],"a":[63,265],"Remotely":[64],"Piloted":[65],"Aircraft":[66],"(RPA)":[67],"areas":[69],"with":[70,144,180],"secondary":[71],"tropical":[72],"forest":[73],"Brazilian":[76],"Atlantic":[77,141,272],"Forest":[78,142],"biome.":[79],"Specific":[80],"objectives":[81],"were":[82,176,202,238],"determine":[84],"which":[85,201],"dispersion":[86,169,230],"measurements,":[87],"standard":[88],"deviation":[89],"(SD)":[90],"or":[91],"coefficient":[92],"(CV),":[95],"estimated":[96],"n":[99],"pixels":[100,128,207,214,218],"occurring":[101],"within":[102,129],"each":[103,130],"sampling":[104,131],"unit,":[105],"better":[106],"explains":[107],"diversity;":[109],"effects":[111,125,293],"pixel":[113,289],"size":[114,197],"direction":[117],"intensity":[119],"relationship;":[122],"shaded":[127],"unit.":[132],"spectral":[134,260,285],"variability":[135],"hypothesis":[136],"confirmed":[138],"biome,":[143],"R2":[145,199,221],"0.83":[147],"0.76":[152],"0.69":[154],"Shannon":[157],"Simpson":[159],"indices,":[161],"respectively,":[162],"using":[163],"1.0":[164,205],"m":[165,206,213],"illuminated":[166,217],"pixels.":[167],"(CV":[170],"SD)":[172],"bands":[175],"strongly":[178],"correlated":[179],"taxonomic":[181,283],"red-edge":[187],"near-infrared":[189],"(NIR)":[190],"regions":[191],"electromagnetic":[194],"spectrum.":[195],"Pixel":[196],"affected":[198],"values,":[200],"higher":[203,220],"(0.83)":[208],"lower":[210],"10.0":[212],"(0.71).":[215],"Additionally,":[216],"had":[219],"values":[222],"than":[223],"those":[224],"under":[225],"shadow":[226,292],"effects.":[227],"variables":[231],"selected":[232],"as":[233,264,282],"metrics":[234,287],"regression":[236],"models":[237],"mean":[239],"CV,":[240],"CV":[241],"726.7":[244],"nm":[245,254],"band,":[246],"SD":[248],"742.3":[251],"933.4":[253],"bands.":[255],"Our":[256],"results":[257],"suggest":[258],"that":[259,276],"can":[262,277],"serve":[263],"proxy":[266],"Forest.":[273],"However,":[274],"factors":[275],"affect":[278],"relationship,":[280],"such":[281],"used,":[288],"size,":[290],"images,":[295],"should":[296],"be":[297],"considered.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
