{"id":"https://openalex.org/W4296444157","doi":"https://doi.org/10.1016/j.ecoinf.2022.101815","title":"Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests","display_name":"Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests","publication_year":2022,"publication_date":"2022-09-19","ids":{"openalex":"https://openalex.org/W4296444157","doi":"https://doi.org/10.1016/j.ecoinf.2022.101815"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2022.101815","doi":"https://doi.org/10.1016/j.ecoinf.2022.101815","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2022.101815","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150165","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041408544","display_name":"Hudson Franklin Pessoa Veras","orcid":"https://orcid.org/0000-0002-0203-1914","observed_orcids":["https://orcid.org/0000-0002-0203-1914"]},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Hudson Franklin Pessoa Veras","raw_affiliation_strings":["Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018593225","display_name":"Matheus Pinheiro Ferreira","orcid":"https://orcid.org/0000-0003-0687-4422","observed_orcids":["https://orcid.org/0000-0003-0687-4422","https://orcid.org/0009-0000-4080-2153"]},"institutions":[{"id":"https://openalex.org/I41870","display_name":"Military Institute of Engineering","ror":"https://ror.org/03veakt65","country_code":"BR","type":"education","lineage":["https://openalex.org/I41870"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus Pinheiro Ferreira","raw_affiliation_strings":["Cartographic Engineering Department, Military Institute of Engineering (IME), Pra\u00e7a Gen. Tib\u00farcio 80, 22290-270 Rio de Janeiro, RJ, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cartographic Engineering Department, Military Institute of Engineering (IME), Pra\u00e7a Gen. Tib\u00farcio 80, 22290-270 Rio de Janeiro, RJ, Brazil","institution_ids":["https://openalex.org/I41870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044322273","display_name":"Ernandes Macedo da Cunha Neto","orcid":"https://orcid.org/0000-0001-6775-0365","observed_orcids":["https://orcid.org/0000-0001-6775-0365"]},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ernandes Macedo da Cunha Neto","raw_affiliation_strings":["Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008930551","display_name":"E. O. Figueiredo","orcid":"https://orcid.org/0000-0002-8181-7906","observed_orcids":["https://orcid.org/0000-0002-8181-7906"]},"institutions":[{"id":"https://openalex.org/I4405282837","display_name":"Embrapa Acre","ror":"https://ror.org/00hq8d042","country_code":"BR","type":"government","lineage":["https://openalex.org/I199691007","https://openalex.org/I4405282837"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Evandro Orfan\u00f3 Figueiredo","raw_affiliation_strings":["Embrapa Acre, Rodovia BR-364, km 14, 69900-056 Rio Branco, AC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embrapa Acre, Rodovia BR-364, km 14, 69900-056 Rio Branco, AC, Brazil","institution_ids":["https://openalex.org/I4405282837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013967088","display_name":"Ana Paula Dalla C\u00f4rte","orcid":"https://orcid.org/0000-0001-8529-5554","observed_orcids":["https://orcid.org/0000-0001-8529-5554"]},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula Dalla Corte","raw_affiliation_strings":["Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069940890","display_name":"Carlos Roberto Sanquetta","orcid":"https://orcid.org/0000-0001-6277-6371","observed_orcids":["https://orcid.org/0000-0001-6277-6371"]},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Roberto Sanquetta","raw_affiliation_strings":["Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament of Forest Science, Federal University of Paran\u00e1 (UFPR), Pref. Loth\u00e1rio Meissner Avenue 900, 80210-170 Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041408544"],"corresponding_institution_ids":["https://openalex.org/I52418104"],"apc_list":{"value":2280,"currency":"USD","value_usd":2280},"apc_paid":null,"fwci":7.2448,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.97999166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"71","issue":null,"first_page":"101815","last_page":"101815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.5365999937057495,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.5365999937057495,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.37720000743865967,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.0203000009059906,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tree-species-mapping","display_name":"tree species mapping","score":0.9319999814033508},{"id":"https://openalex.org/keywords/unoccupied-aircraft-systems","display_name":"unoccupied aircraft systems","score":0.8140000104904175},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8370000123977661},{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.8069999814033508},{"id":"https://openalex.org/keywords/individual-tree-crown-delineation","display_name":"individual tree crown delineation","score":0.8339999914169312},{"id":"https://openalex.org/keywords/leaf-fall","display_name":"leaf fall","score":0.6100000143051147},{"id":"https://openalex.org/keywords/forest-inventory-data","display_name":"forest inventory data","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C2780001261","wikidata":"https://www.wikidata.org/wiki/Q391376","display_name":"Amazonian","level":3,"score":0.8852391242980957},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.70771723985672},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5241273045539856},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5176404118537903},{"id":"https://openalex.org/C2776285232","wikidata":"https://www.wikidata.org/wiki/Q1048194","display_name":"Tropical forest","level":2,"score":0.5037280917167664},{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.4549741744995117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3871297240257263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3638994097709656},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.360767662525177},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.35728082060813904},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25216439366340637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10763391852378845},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ecoinf.2022.101815","doi":"https://doi.org/10.1016/j.ecoinf.2022.101815","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2022.101815","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},{"id":"pmh:oai:www.alice.cnptia.embrapa.br:doc/1150165","doi":null,"is_oa":true,"landing_page_url":"http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150165","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"instacron:EMBRAPA","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:www.alice.cnptia.embrapa.br:doc/1150165","doi":null,"is_oa":true,"landing_page_url":"http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150165","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"instacron:EMBRAPA","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.8518999814987183,"display_name":"Life on land"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2005639070","display_name":null,"funder_award_id":"438875/2018-4","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G3925550048","display_name":null,"funder_award_id":"88887373249/2019-00","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4044863907","display_name":null,"funder_award_id":"306345/2020-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G59418945","display_name":null,"funder_award_id":"09/2018 (302891/2018-8","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7105356828","display_name":null,"funder_award_id":"259727/2021","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G837441332","display_name":null,"funder_award_id":"#408785/2018-7","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G8411803188","display_name":null,"funder_award_id":"248496/2019","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"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"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1984792953","https://openalex.org/W2091782809","https://openalex.org/W2194775991","https://openalex.org/W2412588858","https://openalex.org/W2896206172","https://openalex.org/W2903052844","https://openalex.org/W2930433608","https://openalex.org/W2964309882","https://openalex.org/W2991204505","https://openalex.org/W3010920006","https://openalex.org/W3029960749","https://openalex.org/W3043859127","https://openalex.org/W3044895230","https://openalex.org/W3120119699","https://openalex.org/W3124539583","https://openalex.org/W3127900547","https://openalex.org/W3159111560","https://openalex.org/W3177525997","https://openalex.org/W3177727494","https://openalex.org/W3178600350","https://openalex.org/W4210270472","https://openalex.org/W4213331133","https://openalex.org/W4301409532","https://openalex.org/W6735463952"],"related_works":["https://openalex.org/W4403942794","https://openalex.org/W3110414814","https://openalex.org/W3097361954","https://openalex.org/W3184579893","https://openalex.org/W2235215170","https://openalex.org/W3047190055","https://openalex.org/W2765475766","https://openalex.org/W3043859127","https://openalex.org/W7100848815","https://openalex.org/W3000415744"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":14}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-09-20T00:00:00"}