{"id":"https://openalex.org/W4205517364","doi":"https://doi.org/10.1109/jstars.2021.3132228","title":"Evaluation of Crop Health Status With UAS Multispectral Imagery","display_name":"Evaluation of Crop Health Status With UAS Multispectral Imagery","publication_year":2021,"publication_date":"2021-12-02","ids":{"openalex":"https://openalex.org/W4205517364","doi":"https://doi.org/10.1109/jstars.2021.3132228"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2021.3132228","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3132228","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09633165.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09633165.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047614435","display_name":"Odysseas Vlachopoulos","orcid":"https://orcid.org/0000-0002-5407-3024"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Odysseas Vlachopoulos","raw_affiliation_strings":["Forestry and Environmental Management, University of New Brunswick Fredericton, 152002 Fredericton, New Brunswick, Canada, E3B 5A3 (e-mail: odysseas.vl@unb.ca)","Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada","ORCiD"],"affiliations":[{"raw_affiliation_string":"Forestry and Environmental Management, University of New Brunswick Fredericton, 152002 Fredericton, New Brunswick, Canada, E3B 5A3 (e-mail: odysseas.vl@unb.ca)","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046913086","display_name":"Brigitte Leblon","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Brigitte Leblon","raw_affiliation_strings":["Faculty of forestry, University of New Brunswick, fredericton, New Brunswick, Canada, (e-mail: bleblon@unb.ca)","Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of forestry, University of New Brunswick, fredericton, New Brunswick, Canada, (e-mail: bleblon@unb.ca)","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006022882","display_name":"Jinfei Wang","orcid":"https://orcid.org/0000-0002-8404-0530"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jinfei Wang","raw_affiliation_strings":["Department of Geography and Environment, University of Western Ontario, London, Ontario, Canada, (e-mail: jfwang@uwo.ca)","ORCiD","Department of Geography and Environment, University of Western Ontario, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Environment, University of Western Ontario, London, Ontario, Canada, (e-mail: jfwang@uwo.ca)","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]},{"raw_affiliation_string":"Department of Geography and Environment, University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110704888","display_name":"Ataollah Haddadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161505","display_name":"A&L Canada Laboratories (Canada)","ror":"https://ror.org/04tnq4461","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210161505"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ataollah Haddadi","raw_affiliation_strings":["A&L Canada Inc., A&L Canada, London, Ontario, Canada, (e-mail: ata.haddadi@gmail.com)","A&L Canada Laboratories, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"A&L Canada Inc., A&L Canada, London, Ontario, Canada, (e-mail: ata.haddadi@gmail.com)","institution_ids":["https://openalex.org/I4210161505"]},{"raw_affiliation_string":"A&L Canada Laboratories, London, ON, Canada","institution_ids":["https://openalex.org/I4210161505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024886012","display_name":"Armand LaRocque","orcid":"https://orcid.org/0000-0002-2509-0167"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Armand LaRocque","raw_affiliation_strings":["Forestry and Environmental Management, University of New Brunswick Fredericton, 152002 Fredericton, New Brunswick, Canada, (e-mail: Armand.LaRocque@unb.ca)","Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada"],"affiliations":[{"raw_affiliation_string":"Forestry and Environmental Management, University of New Brunswick Fredericton, 152002 Fredericton, New Brunswick, Canada, (e-mail: Armand.LaRocque@unb.ca)","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"Faculty of Forestry and Environmental Management, University of New Brunswick, London, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110683755","display_name":"Greg Patterson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161505","display_name":"A&L Canada Laboratories (Canada)","ror":"https://ror.org/04tnq4461","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210161505"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Greg Patterson","raw_affiliation_strings":["A&L Canada Inc., A&L Canada, London, Ontario, Canada, (e-mail: patterson@alcanada.com)","A&L Canada Laboratories, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"A&L Canada Inc., A&L Canada, London, Ontario, Canada, (e-mail: patterson@alcanada.com)","institution_ids":["https://openalex.org/I4210161505"]},{"raw_affiliation_string":"A&L Canada Laboratories, London, ON, Canada","institution_ids":["https://openalex.org/I4210161505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047614435"],"corresponding_institution_ids":["https://openalex.org/I106938459"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.0248,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.86571917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"297","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9901000261306763,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.8956740498542786},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7368607521057129},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.67576003074646},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5853379368782043},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.49169331789016724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47074469923973083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46457183361053467},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.4474428594112396},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4460952579975128},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4399414360523224},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4104290306568146},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3958633542060852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.344698041677475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3022979497909546},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.28845691680908203},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17685982584953308},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.1673058271408081}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8956740498542786},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7368607521057129},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.67576003074646},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5853379368782043},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.49169331789016724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47074469923973083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46457183361053467},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.4474428594112396},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4460952579975128},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4399414360523224},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4104290306568146},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3958633542060852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.344698041677475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3022979497909546},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28845691680908203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17685982584953308},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.1673058271408081},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2021.3132228","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3132228","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09633165.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1db096eab6ba49f1b91832224d112ec8","is_oa":true,"landing_page_url":"https://doaj.org/article/1db096eab6ba49f1b91832224d112ec8","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 297-308 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2021.3132228","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3132228","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09633165.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2332983259","display_name":null,"funder_award_id":"CRDPJ507141-16","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205517364.pdf","grobid_xml":"https://content.openalex.org/works/W4205517364.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W1418475881","https://openalex.org/W1462825729","https://openalex.org/W1528177290","https://openalex.org/W1530010412","https://openalex.org/W1593891247","https://openalex.org/W1964217023","https://openalex.org/W1966123034","https://openalex.org/W1969234587","https://openalex.org/W1969568499","https://openalex.org/W1975479885","https://openalex.org/W1978160572","https://openalex.org/W1980140622","https://openalex.org/W1983523689","https://openalex.org/W1985765027","https://openalex.org/W1989667116","https://openalex.org/W1998686312","https://openalex.org/W2003719822","https://openalex.org/W2007342648","https://openalex.org/W2009269885","https://openalex.org/W2011010318","https://openalex.org/W2016210396","https://openalex.org/W2017014841","https://openalex.org/W2018494703","https://openalex.org/W2025967407","https://openalex.org/W2026307199","https://openalex.org/W2028496180","https://openalex.org/W2036526688","https://openalex.org/W2038617433","https://openalex.org/W2039604550","https://openalex.org/W2043950171","https://openalex.org/W2050136897","https://openalex.org/W2052700773","https://openalex.org/W2059523177","https://openalex.org/W2062021861","https://openalex.org/W2064417027","https://openalex.org/W2066612219","https://openalex.org/W2071454092","https://openalex.org/W2072633546","https://openalex.org/W2074464158","https://openalex.org/W2075755760","https://openalex.org/W2076127024","https://openalex.org/W2089441588","https://openalex.org/W2095681882","https://openalex.org/W2111947859","https://openalex.org/W2116635928","https://openalex.org/W2122348296","https://openalex.org/W2125397877","https://openalex.org/W2127406961","https://openalex.org/W2128068485","https://openalex.org/W2131126673","https://openalex.org/W2137608957","https://openalex.org/W2138973222","https://openalex.org/W2145669224","https://openalex.org/W2149813070","https://openalex.org/W2151647593","https://openalex.org/W2152366160","https://openalex.org/W2155032317","https://openalex.org/W2161815745","https://openalex.org/W2162480849","https://openalex.org/W2167248655","https://openalex.org/W2167869331","https://openalex.org/W2261059368","https://openalex.org/W2298473705","https://openalex.org/W2498515979","https://openalex.org/W2582743722","https://openalex.org/W2585334141","https://openalex.org/W2600798029","https://openalex.org/W2767657507","https://openalex.org/W2774550616","https://openalex.org/W2904957358","https://openalex.org/W2964415981","https://openalex.org/W2966664137","https://openalex.org/W2983056308","https://openalex.org/W2989983865","https://openalex.org/W3005560196","https://openalex.org/W3024650752","https://openalex.org/W3025133454","https://openalex.org/W3031572497","https://openalex.org/W3110683067","https://openalex.org/W4232965882","https://openalex.org/W4239510810","https://openalex.org/W4242841269","https://openalex.org/W4243656664","https://openalex.org/W4245188463","https://openalex.org/W4249940406","https://openalex.org/W6635645023","https://openalex.org/W6636950212","https://openalex.org/W6786768871"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W2575795810","https://openalex.org/W4400591661"],"abstract_inverted_index":{"This":[0],"study":[1,157],"presents":[2],"the":[3,12,40,47,61,100,128,156],"results":[4],"of":[5,16,114,121,151,155],"a":[6,88,117,147],"field":[7],"experiment":[8],"conducted":[9],"for":[10,103],"assessing":[11],"crop":[13,21,29,41,143],"health":[14,42],"status":[15,43],"several":[17,71],"barley":[18],"and":[19,39,52,64,82,116,127,141],"oat":[20],"fields":[22,30],"in":[23],"Prince":[24],"Edward":[25],"Island,":[26],"Canada.":[27],"The":[28,92,123,153],"were":[31,58,132],"mapped":[32],"with":[33,70,87,106,134],"an":[34,107],"Unmanned":[35],"Aircraft":[36],"System":[37],"(UAS)":[38],"was":[44,96],"assessed":[45],"through":[46],"Green":[48],"Area":[49],"Index":[50],"(GAI)":[51],"vegetation":[53],"indices":[54],"(VIs).":[55],"GAI":[56,104,125],"maps":[57,126],"produced":[59],"from":[60],"UAS":[62],"imagery":[63],"VIs":[65],"using":[66],"machine":[67],"learning":[68],"pipelines":[69],"regression":[72,129],"algorithms":[73],"(Multiple":[74],"Linear":[75],"Models,":[76],"Support":[77],"Vector":[78],"Machines,":[79],"Random":[80,93,135],"Forests,":[81],"Artificial":[83],"Neural":[84],"Networks)":[85],"along":[86],"feature":[89,130],"selection":[90],"strategy.":[91],"Forests":[94,136],"algorithm":[95,102],"shown":[97],"to":[98,137],"be":[99],"best":[101],"prediction":[105],"average":[108],"relative":[109],"Root":[110],"Mean":[111,118],"Square":[112],"Error":[113,120],"10.86%":[115],"Absolute":[119],"0.67.":[122],"resulting":[124],"space":[131],"classified":[133],"discriminate":[138],"between":[139],"vigorous":[140],"stressed":[142],"areas.":[144],"We":[145],"achieved":[146],"mean":[148],"overall":[149],"accuracy":[150],"94%.":[152],"limits":[154],"are":[158],"also":[159],"presented.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}