{"id":"https://openalex.org/W2953619972","doi":"https://doi.org/10.3390/rs11131508","title":"Management Recommendation Generation for Areas Under Forest Restoration Process through Images Obtained by UAV and LiDAR","display_name":"Management Recommendation Generation for Areas Under Forest Restoration Process through Images Obtained by UAV and LiDAR","publication_year":2019,"publication_date":"2019-06-26","ids":{"openalex":"https://openalex.org/W2953619972","doi":"https://doi.org/10.3390/rs11131508","mag":"2953619972"},"language":"en","primary_location":{"id":"doi:10.3390/rs11131508","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131508","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1508/pdf?version=1561530828","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/2072-4292/11/13/1508/pdf?version=1561530828","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056183695","display_name":"Bruna Paolinelli Reis","orcid":"https://orcid.org/0000-0001-6431-1906"},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]},{"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","HU"],"is_corresponding":true,"raw_author_name":"Bruna Paolinelli Reis","raw_affiliation_strings":["E\u00f6tv\u00f6s Lor\u00e1nd University, Department of Plant Taxonomy, Ecology and Theoretical Biology, P\u00e1zm\u00e1ny P. stny. 1/C, 1117 Budapest, Hungary","Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"E\u00f6tv\u00f6s Lor\u00e1nd University, Department of Plant Taxonomy, Ecology and Theoretical Biology, P\u00e1zm\u00e1ny P. stny. 1/C, 1117 Budapest, Hungary","institution_ids":["https://openalex.org/I106118109"]},{"raw_affiliation_string":"Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056723083","display_name":"Sebasti\u00e3o Ven\u00e2ncio Martins","orcid":"https://orcid.org/0000-0002-4695-987X"},"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":"Sebasti\u00e3o Ven\u00e2ncio Martins","raw_affiliation_strings":["Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, 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":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":"Elp\u00eddio In\u00e1cio Fernandes Filho","raw_affiliation_strings":["Soil Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Soil Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080536620","display_name":"Tathiane Santi Sarcinelli","orcid":"https://orcid.org/0000-0002-7473-5881"},"institutions":[{"id":"https://openalex.org/I4210110541","display_name":"Suzano (Brazil)","ror":"https://ror.org/01rt6qg79","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210110541"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tathiane Santi Sarcinelli","raw_affiliation_strings":["Suzano S.A., Meio Ambiente Florestal, Rodovia Aracruz\u2014Barra do Riacho, s/n, km 25, Aracruz, 29197-900 ES, Brazil"],"affiliations":[{"raw_affiliation_string":"Suzano S.A., Meio Ambiente Florestal, Rodovia Aracruz\u2014Barra do Riacho, s/n, km 25, Aracruz, 29197-900 ES, Brazil","institution_ids":["https://openalex.org/I4210110541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079656576","display_name":"Jos\u00e9 Marinaldo Gleriani","orcid":"https://orcid.org/0000-0002-8735-1676"},"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":"Jos\u00e9 Marinaldo Gleriani","raw_affiliation_strings":["Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066560220","display_name":"Gustavo Eduardo Marcatti","orcid":"https://orcid.org/0000-0003-1455-4859"},"institutions":[{"id":"https://openalex.org/I166595947","display_name":"Federal University of S\u00e3o Jo\u00e3o del-Rei","ror":"https://ror.org/03vrj4p82","country_code":"BR","type":"education","lineage":["https://openalex.org/I166595947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Eduardo Marcatti","raw_affiliation_strings":["Department of Agricultural Sciences, Universidade Federal de S\u00e3o Jo\u00e3o Del Rei, Rodovia MG 424\u2014km 47,, Sete Lagoas 35701-9970, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Sciences, Universidade Federal de S\u00e3o Jo\u00e3o Del Rei, Rodovia MG 424\u2014km 47,, Sete Lagoas 35701-9970, MG, Brazil","institution_ids":["https://openalex.org/I166595947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015811832","display_name":"H\u00e9lio Garcia Leite","orcid":"https://orcid.org/0000-0002-6357-9174"},"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":"Helio Garcia Leite","raw_affiliation_strings":["Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Engineer Department, Universidade Federal de Vi\u00e7osa, Avenida P. H. Rolfs s/n, Vi\u00e7osa 36570-000, MG, Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024957935","display_name":"Melinda Halassy","orcid":"https://orcid.org/0000-0001-8523-3169"},"institutions":[{"id":"https://openalex.org/I4210094980","display_name":"Institute of Ecology and Botany","ror":"https://ror.org/00mneww03","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210094980","https://openalex.org/I4210134135","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I4210134135","display_name":"HUN-REN Centre for Ecological Research","ror":"https://ror.org/04bhfmv97","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210134135","https://openalex.org/I4387152226"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Melinda Halassy","raw_affiliation_strings":["MTA Centre for Ecological Research, Institute of Ecology and Botany, Alkom\u00e1ny u. 2-4, 2163 V\u00e1cr\u00e1t\u00f3t, Hungary"],"affiliations":[{"raw_affiliation_string":"MTA Centre for Ecological Research, Institute of Ecology and Botany, Alkom\u00e1ny u. 2-4, 2163 V\u00e1cr\u00e1t\u00f3t, Hungary","institution_ids":["https://openalex.org/I4210134135","https://openalex.org/I4210094980"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056183695"],"corresponding_institution_ids":["https://openalex.org/I106118109","https://openalex.org/I146165071"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4874,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.79510542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"13","first_page":"1508","last_page":"1508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9977999925613403,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"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/lidar","display_name":"Lidar","score":0.723705530166626},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.717749297618866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5807347297668457},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5538097620010376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5233252048492432},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.5212253332138062},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.48154550790786743},{"id":"https://openalex.org/keywords/digital-surface","display_name":"Digital surface","score":0.46481212973594666},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.4405045211315155},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4346396327018738},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.2868771553039551},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.19831153750419617},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16977077722549438}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.723705530166626},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.717749297618866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5807347297668457},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5538097620010376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5233252048492432},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.5212253332138062},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.48154550790786743},{"id":"https://openalex.org/C2983128922","wikidata":"https://www.wikidata.org/wiki/Q1789829","display_name":"Digital surface","level":3,"score":0.46481212973594666},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.4405045211315155},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4346396327018738},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.2868771553039551},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.19831153750419617},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16977077722549438},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11131508","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131508","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1508/pdf?version=1561530828","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:real.mtak.hu:94380","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400081","display_name":"Repository of the Academy's Library (Library of the Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210140733","host_organization_name":"Library and Information Centre of the Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210140733"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:9bd4952864eb4b1abbfd84e8f32573e2","is_oa":true,"landing_page_url":"https://doaj.org/article/9bd4952864eb4b1abbfd84e8f32573e2","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 13, p 1508 (2019)","raw_type":"article"},{"id":"pmh:oai:edit.elte.hu:10831/50809","is_oa":true,"landing_page_url":"http://hdl.handle.net/10831/50809","pdf_url":null,"source":{"id":"https://openalex.org/S4306400126","display_name":"ELTE Digital Institutional Repository (EDIT) (E\u00f6tv\u00f6s Lor\u00e1nd University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I106118109","host_organization_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","host_organization_lineage":["https://openalex.org/I106118109"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs11131508","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131508","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1508/pdf?version=1561530828","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":0.7799999713897705,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953619972.pdf","grobid_xml":"https://content.openalex.org/works/W2953619972.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W52408759","https://openalex.org/W59277737","https://openalex.org/W1964217023","https://openalex.org/W1979827651","https://openalex.org/W1996744888","https://openalex.org/W2002008272","https://openalex.org/W2015635283","https://openalex.org/W2023703534","https://openalex.org/W2038099474","https://openalex.org/W2042302239","https://openalex.org/W2054514493","https://openalex.org/W2059391627","https://openalex.org/W2069552673","https://openalex.org/W2070462189","https://openalex.org/W2111860645","https://openalex.org/W2116148009","https://openalex.org/W2153054285","https://openalex.org/W2166466493","https://openalex.org/W2394998160","https://openalex.org/W2415527843","https://openalex.org/W2527027496","https://openalex.org/W2605976530","https://openalex.org/W2739412958","https://openalex.org/W2739954441","https://openalex.org/W2791829533","https://openalex.org/W2897430433","https://openalex.org/W2902668251","https://openalex.org/W2914261052","https://openalex.org/W6602408365","https://openalex.org/W6636950212"],"related_works":["https://openalex.org/W2014835793","https://openalex.org/W4320725409","https://openalex.org/W1582871225","https://openalex.org/W1991691127","https://openalex.org/W2563557164","https://openalex.org/W3049493623","https://openalex.org/W4200322727","https://openalex.org/W2558589469","https://openalex.org/W2521514131","https://openalex.org/W3195152500"],"abstract_inverted_index":{"Evaluating":[0],"and":[1,20,42,44,78,114,118,133,169,200,212,217,245,255,272,307,313],"monitoring":[2,77,292,312],"forest":[3],"areas":[4,38,99,126],"during":[5],"a":[6,259],"restoration":[7,24,80,128,187],"process":[8],"is":[9,50],"indispensable":[10],"to":[11,21,67,89,235,240,299],"estimate":[12],"the":[13,23,30,85,149,208,218,241,249,263,267,305,315,318],"success":[14],"or":[15],"failure":[16],"of":[17,33,54,58,84,94,136,152,270,317],"management":[18,69,95,237,277,320],"intervention":[19],"correct":[22],"trajectory":[25],"through":[26],"adaptive":[27],"management.":[28],"However,":[29],"field":[31,311],"measurement":[32],"several":[34],"indicators":[35,49],"in":[36,125,148,233],"large":[37],"can":[39,71],"be":[40,72,300],"expensive":[41],"laborious,":[43],"establishing":[45],"reference":[46],"values":[47],"for":[48,76,98,286,310],"difficult.":[51],"The":[52,82,120,185,203,274,290],"use":[53],"supervised":[55],"classification":[56],"techniques":[57],"high":[59],"resolution":[60],"images,":[61],"combined":[62],"with":[63,129],"an":[64,91],"expert":[65,92,229],"system":[66,93,230],"generate":[68],"recommendations,":[70],"considered":[73],"promising":[74],"tools":[75],"evaluating":[79],"areas.":[81],"objective":[83],"present":[86],"study":[87,121,297],"was":[88,122,226,231,258,279],"elaborate":[90],"recommendation":[96,278],"generation":[97],"under":[100,127],"restoration,":[101],"which":[102],"were":[103,205],"monitored":[104,186],"by":[105,139,145,221,252,266,295,303],"two":[106],"different":[107,268],"remote":[108],"sensors:":[109],"UAV":[110,168],"(Unmanned":[111],"Aerial":[112],"Vehicle)":[113],"LiDAR":[115,170],"(Light":[116],"Detection":[117],"Ranging).":[119],"carried":[123],"out":[124],"about":[130],"54":[131],"ha":[132],"five":[134],"years":[135],"implementation,":[137],"owned":[138],"Fibria":[140],"Celulose":[141],"S.A.":[142],"(recently":[143],"acquired":[144],"Suzano":[146],"S.A.),":[147],"southern":[150],"region":[151],"Bahia":[153],"State,":[154],"Brazil.":[155],"We":[156],"used":[157],"images":[158,204,271],"from":[159],"Canon":[160],"S110":[161],"NIR":[162],"(green,":[163],"red,":[164],"near":[165],"infrared)":[166],"on":[167],"data":[171],"compositions":[172],"(intensity":[173],"image,":[174],"digital":[175,178,182],"surface":[176,183],"model,":[177,180],"terrain":[179],"normalized":[181],"model).":[184],"indicator":[188],"entailed":[189],"land":[190,223,242],"cover":[191,224,243],"separated":[192],"into":[193],"three":[194],"classes:":[195],"Canopy":[196],"cover,":[197],"bare":[198],"soil":[199],"grass":[201],"cover.":[202],"classified":[206],"using":[207],"Random":[209],"Forest":[210],"(RF)":[211],"Maximum":[213],"Likelihood":[214],"(ML)":[215],"algorithms":[216,254],"area":[219],"occupied":[220],"each":[222],"classes":[225],"calculated.":[227],"An":[228],"developed":[232],"ArcGIS":[234],"define":[236],"recommendations":[238,250,264],"according":[239],"classes,":[244],"then":[246],"we":[247],"compared":[248],"generated":[251,265,319],"both":[253],"images.":[256],"There":[257],"slight":[260],"difference":[261],"between":[262],"combinations":[269],"classifiers.":[273],"most":[275],"frequent":[276],"\u201cweed":[280],"control":[281],"+":[282],"plant":[283],"seedlings\u201d":[284],"(34%)":[285],"all":[287],"evaluated":[288],"methods.":[289],"image":[291],"methods":[293],"suggested":[294],"this":[296],"proved":[298],"efficient,":[301],"mainly":[302],"reducing":[304],"time":[306],"cost":[308],"necessary":[309],"increasing":[314],"accuracy":[316],"recommendations.":[321]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
