{"id":"https://openalex.org/W4393486125","doi":"https://doi.org/10.3390/rs16071254","title":"Geotechnologies in Biophysical Analysis through the Applicability of the UAV and Sentinel-2A/MSI in Irrigated Area of Common Beans: Accuracy and Spatial Dynamics","display_name":"Geotechnologies in Biophysical Analysis through the Applicability of the UAV and Sentinel-2A/MSI in Irrigated Area of Common Beans: Accuracy and Spatial Dynamics","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4393486125","doi":"https://doi.org/10.3390/rs16071254"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071254","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071254","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1254/pdf?version=1711987949","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/2072-4292/16/7/1254/pdf?version=1711987949","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030089064","display_name":"Henrique Fonseca Elias de Oliveira","orcid":"https://orcid.org/0000-0001-8698-292X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Henrique Fonseca Elias de Oliveira","raw_affiliation_strings":["Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051858161","display_name":"Lucas Eduardo Vieira de Castro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucas Eduardo Vieira de Castro","raw_affiliation_strings":["Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055015640","display_name":"Cleiton Mateus Sousa","orcid":"https://orcid.org/0000-0001-8616-4580"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cleiton Mateus Sousa","raw_affiliation_strings":["Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"Faculty of Agronomy, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014089584","display_name":"Leomar Rufino Alves J\u00fanior","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leomar Rufino Alves J\u00fanior","raw_affiliation_strings":["Laboratory for Image Processing and Geoprocessing, Federal University of Goi\u00e1s, Goi\u00e2nia 74690-900, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Laboratory for Image Processing and Geoprocessing, Federal University of Goi\u00e1s, Goi\u00e2nia 74690-900, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I68106152"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020713974","display_name":"M\u00e1rcio Mesquita","orcid":"https://orcid.org/0000-0001-9399-4478"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcio Mesquita","raw_affiliation_strings":["Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","Faculty of Agronomy, Federal University of Goi\u00e1s (UFG), Nova Veneza, km 0. Campus Samambaia\u2014UFG, Goi\u00e2nia 74690-900, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"Faculty of Agronomy, Federal University of Goi\u00e1s (UFG), Nova Veneza, km 0. Campus Samambaia\u2014UFG, Goi\u00e2nia 74690-900, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I68106152"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084153500","display_name":"Josef Augusto Oberdan Souza Silva","orcid":"https://orcid.org/0000-0003-1722-5145"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Josef Augusto Oberdan Souza Silva","raw_affiliation_strings":["Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080675139","display_name":"Lessandro Coll Faria","orcid":"https://orcid.org/0000-0003-4257-3694"},"institutions":[{"id":"https://openalex.org/I169248161","display_name":"Universidade Federal de Pelotas","ror":"https://ror.org/05msy9z54","country_code":"BR","type":"education","lineage":["https://openalex.org/I169248161"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lessandro Coll Faria","raw_affiliation_strings":["Center of Technological Development, Federal University of Pelotas, Pelotas 96010-610, Rio Grande do Sul, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Center of Technological Development, Federal University of Pelotas, Pelotas 96010-610, Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I169248161"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005852691","display_name":"Marcos Vin\u00edcius da Silva","orcid":"https://orcid.org/0000-0002-1318-2320"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Vin\u00edcius da Silva","raw_affiliation_strings":["Department of Agricultural Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, Pernambuco, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering, Federal Rural University of Pernambuco, Rua Dom Manoel de Medeiros, Dois Irm\u00e3os, Recife 52171-900, Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041664828","display_name":"Pedro Rog\u00e9rio Giongo","orcid":"https://orcid.org/0000-0002-9042-9120"},"institutions":[{"id":"https://openalex.org/I3129565396","display_name":"Universidade Estadual de Goi\u00e1s","ror":"https://ror.org/03ta25k06","country_code":"BR","type":"education","lineage":["https://openalex.org/I3129565396"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Rogerio Giongo","raw_affiliation_strings":["Department of Agricultural Engineering, State University of Goi\u00e1s, Via Protestato Joaquim Bueno, 945, Per\u00edmetro Urbano, Santa Helena de Goi\u00e1s 75920-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering, State University of Goi\u00e1s, Via Protestato Joaquim Bueno, 945, Per\u00edmetro Urbano, Santa Helena de Goi\u00e1s 75920-000, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I3129565396"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060781919","display_name":"Jos\u00e9 Francisco de Oliveira\u2010J\u00fanior","orcid":"https://orcid.org/0000-0002-6131-7605"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Francisco de Oliveira J\u00fanior","raw_affiliation_strings":["Institute of Atmospheric Sciences (ICAT), Federal University of Alagoas (UFAL), Macei\u00f3 57072-260, Alagoas, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences (ICAT), Federal University of Alagoas (UFAL), Macei\u00f3 57072-260, Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018252307","display_name":"Vilson Soares de Siqueira","orcid":"https://orcid.org/0000-0003-0843-2839"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vilson Soares de Siqueira","raw_affiliation_strings":["Faculty of Information Systems, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Systems, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071130881","display_name":"Jhon Lennon Bezerra da Silva","orcid":"https://orcid.org/0000-0002-2611-4036"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jhon Lennon Bezerra da Silva","raw_affiliation_strings":["Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","of , , , , ,"],"affiliations":[{"raw_affiliation_string":"Cerrado Irrigation Graduate Program, Goiano Federal Institute\u2014Campus Ceres, GO-154, km 218\u2014Zona Rural, Ceres 76300-000, Goi\u00e1s, Brazil","institution_ids":[]},{"raw_affiliation_string":"of , , , , ,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5030089064"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.6731,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92213428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"16","issue":"7","first_page":"1254","last_page":"1254"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9972000122070312,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/remote-sensing","display_name":"Remote sensing","score":0.466764897108078},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.45185744762420654},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3834476172924042},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17972645163536072},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.044809579849243164}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.466764897108078},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.45185744762420654},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3834476172924042},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17972645163536072},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.044809579849243164},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16071254","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071254","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1254/pdf?version=1711987949","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:89d743328f75477d93f1c68181f6e203","is_oa":true,"landing_page_url":"https://doaj.org/article/89d743328f75477d93f1c68181f6e203","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 7, p 1254 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16071254","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071254","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1254/pdf?version=1711987949","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":[{"id":"https://metadata.un.org/sdg/2","score":0.7599999904632568,"display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330430","display_name":"Instituto Federal Goi\u00e1s","ror":"https://ror.org/03gq9pd80"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393486125.pdf"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W1159802259","https://openalex.org/W1594427853","https://openalex.org/W1964217023","https://openalex.org/W1978617972","https://openalex.org/W1986072339","https://openalex.org/W1997320786","https://openalex.org/W1998842586","https://openalex.org/W1999543282","https://openalex.org/W2000613913","https://openalex.org/W2013373741","https://openalex.org/W2027694964","https://openalex.org/W2034394311","https://openalex.org/W2041777957","https://openalex.org/W2055063781","https://openalex.org/W2059488281","https://openalex.org/W2066724429","https://openalex.org/W2069209512","https://openalex.org/W2077509829","https://openalex.org/W2091989682","https://openalex.org/W2101108516","https://openalex.org/W2111947859","https://openalex.org/W2113283209","https://openalex.org/W2113410727","https://openalex.org/W2166516660","https://openalex.org/W2167594433","https://openalex.org/W2566448998","https://openalex.org/W2582743722","https://openalex.org/W2600037548","https://openalex.org/W2603228623","https://openalex.org/W2616508689","https://openalex.org/W2646675373","https://openalex.org/W2725897987","https://openalex.org/W2756321087","https://openalex.org/W2806325719","https://openalex.org/W2810881284","https://openalex.org/W2914798196","https://openalex.org/W2922028018","https://openalex.org/W2949132102","https://openalex.org/W2971932038","https://openalex.org/W2989983865","https://openalex.org/W2995803192","https://openalex.org/W3003888379","https://openalex.org/W3012717404","https://openalex.org/W3013057196","https://openalex.org/W3014518228","https://openalex.org/W3024476799","https://openalex.org/W3034240081","https://openalex.org/W3107139582","https://openalex.org/W3122029879","https://openalex.org/W3134186345","https://openalex.org/W3172403125","https://openalex.org/W3194626619","https://openalex.org/W3194804070","https://openalex.org/W3195144263","https://openalex.org/W3198253866","https://openalex.org/W3198531147","https://openalex.org/W3202168825","https://openalex.org/W3203267288","https://openalex.org/W4220871058","https://openalex.org/W4221054527","https://openalex.org/W4221122502","https://openalex.org/W4225503320","https://openalex.org/W4285611747","https://openalex.org/W4291221935","https://openalex.org/W4297146950","https://openalex.org/W4307193245","https://openalex.org/W4310346532","https://openalex.org/W4312003369","https://openalex.org/W4318318035","https://openalex.org/W4318586255","https://openalex.org/W4319289039","https://openalex.org/W4321770090","https://openalex.org/W4328122013","https://openalex.org/W4365511553","https://openalex.org/W4372295578","https://openalex.org/W4377115554","https://openalex.org/W4388489747","https://openalex.org/W4390802309","https://openalex.org/W4391796054","https://openalex.org/W4391809506","https://openalex.org/W4391970468","https://openalex.org/W6631841644","https://openalex.org/W6636950212","https://openalex.org/W6752932177","https://openalex.org/W6759740446","https://openalex.org/W6848915616"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W2095126257","https://openalex.org/W2085738998","https://openalex.org/W2031511989","https://openalex.org/W1606936601"],"abstract_inverted_index":{"The":[0,57,133,182,209,239,263,282,319],"applicability":[1],"of":[2,8,15,54,64,82,122,124,156,185,204,212,256,271,370,377,382,396,410,447,453,455,462,469,487],"remote":[3,68],"sensing":[4,69],"enables":[5],"the":[6,52,62,79,120,153,167,171,178,186,235,266,287,323,380,397,423,427,434,445,448,451,460,466,488,500],"prediction":[7],"nutritional":[9],"value,":[10],"phytosanitary":[11],"conditions,":[12],"and":[13,31,47,50,75,109,129,142,173,197,206,216,229,241,254,258,277,300,314,338,340,356,392,415,450,479,505],"productivity":[14,248],"crops":[16,384],"in":[17,36,89,114,145,152,170,234,269,326,335,342,379,472,484],"a":[18,357,373,407,438],"non-destructive":[19],"manner,":[20],"with":[21,119,177,201,250,322,352],"greater":[22],"efficiency":[23,53,63],"than":[24],"conventional":[25],"techniques.":[26],"By":[27],"identifying":[28],"problems":[29],"early":[30],"providing":[32],"specific":[33],"management":[34,381],"recommendations":[35],"bean":[37,84,187,383,475,490],"cultivation,":[38],"farmers":[39],"can":[40],"reduce":[41],"crop":[42,188,449,491],"losses,":[43],"provide":[44],"more":[45,431,439,493],"accurate":[46],"adequate":[48],"diagnoses,":[49],"increase":[51],"agricultural":[55],"resources.":[56],"aim":[58],"was":[59,189,292,330],"to":[60,77,497],"analyze":[61],"vegetation":[65,161,243,470],"indices":[66,162,194,244,365,471],"using":[67,463],"techniques":[70],"from":[71,159,199,214,402],"UAV":[72,160,215,403,420,435,478],"multispectral":[73,368],"images":[74],"Sentinel-2A/MSI":[76,217,371,405,428,480],"evaluate":[78],"spectral":[80,183,193,202,374,467,506],"response":[81,184,468],"common":[83,474,489],"(Phaseolus":[85],"vulgaris":[86],"L.)":[87],"cultivation":[88],"different":[90,236],"phenological":[91,237,320],"stages":[92,336],"(V4":[93],"=":[94,98,102,106,111,252,275,279,295,298,302,309,312,316,390,394,413,418],"32":[95],"DAS;":[96,100,104,108],"R5":[97],"47":[99],"R6":[101,337],"60":[103],"R8":[105],"74":[107],"R9":[110,331,339,344],"89":[112],"DAS,":[113],"99":[115],"days":[116],"after":[117],"sowing\u2014DAS)":[118],"application":[121,452],"doses":[123,454],"magnesium":[125,350],"(0,":[126],"250,":[127],"500,":[128],"1000":[130],"g":[131,362],"ha\u22121).":[132],"field":[134,172,503],"characteristics":[135],"analyzed":[136],"were":[137,174,218,345,430],"mainly":[138],"chlorophyll":[139,289],"content,":[140],"productivity,":[141],"plant":[143,272],"height":[144,273],"an":[146],"experimental":[147],"area":[148],"by":[149,220,306],"central":[150],"pivot":[151],"midwest":[154],"region":[155],"Brazil.":[157],"Data":[158],"served":[163],"as":[164,225],"variables":[165,329,504],"for":[166,247,285,349,422],"treatments":[168],"implemented":[169],"statistically":[175],"correlated":[176],"crop\u2019s":[179],"biophysical":[180],"parameters.":[181],"also":[190],"detected":[191,437],"through":[192],"(NDVI,":[195],"NDMI_GAO,":[196],"NDWI_GAO)":[198],"Sentinel-2A/MSI,":[200],"resolutions":[203],"10":[205],"20":[207],"m.":[208],"quantitative":[210,441],"values":[211],"NDVI":[213,240,307,424],"evaluated":[219],"multivariate":[221],"statistical":[222],"analysis,":[223],"such":[224],"principal":[226],"components":[227],"(PC),":[228],"cophenetic":[230],"correlation":[231],"coefficient":[232,409],"(CCC),":[233],"stages.":[238],"MCARI":[242,293],"stood":[245],"out":[246],"prediction,":[249],"r":[251],"0.82":[253],"RMSE":[255,278,301,315,417],"330":[257],"329":[259],"kg":[260],"ha\u22121,":[261],"respectively.":[262],"TGI":[264],"had":[265],"best":[267,283],"performance":[268],"terms":[270],"(r":[274,294,308],"0.73":[276],"7.4":[280],"cm).":[281],"index":[284],"detecting":[286],"relative":[288],"SPAD":[290],"content":[291],"0.81;":[296,310],"R2":[297,311],"0.66":[299],"10.14":[303],"SPAD),":[304],"followed":[305],"0.65":[313],"10.19":[317],"SPAD).":[318],"stage":[321,343],"highest":[324],"accuracy":[325],"estimating":[327],"productive":[328],"(Physiological":[332],"maturation).":[333],"GNDVI":[334],"VARI":[341],"significant":[346],"at":[347,360],"5%":[348],"doses,":[351],"quadratic":[353],"regression":[354,400],"adjustments":[355],"maximum":[358],"point":[359],"500":[361],"ha\u22121.":[363],"Vegetation":[364],"based":[366],"on":[367,444],"bands":[369],"exhibited":[372],"dynamic":[375],"capable":[376],"aiding":[378],"throughout":[385],"their":[386],"cycle.":[387],"PCA":[388],"(PC1":[389],"48.83%":[391],"PC2":[393],"39.25%)":[395],"satellite":[398],"multiple":[399],"model":[401],"vs.":[404],"presented":[406],"good":[408],"determination":[411],"(R2":[412],"0.667)":[414],"low":[416],"0.12.":[419],"data":[421],"showed":[425],"that":[426],"samples":[429,436],"homogeneous,":[432],"while":[433],"heterogeneous":[440],"pattern,":[442],"depending":[443],"development":[446],"magnesium.":[456],"Results":[457],"shown":[458],"denote":[459],"potential":[461],"geotechnologies,":[464],"especially":[465],"monitoring":[473],"crops.":[476],"Although":[477],"technologies":[481],"are":[482,495],"effective":[483],"evaluating":[485],"standards":[486],"cycle,":[492],"studies":[494],"needed":[496],"better":[498],"understand":[499],"relationship":[501],"between":[502],"responses.":[507]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}