{"id":"https://openalex.org/W4304187313","doi":"https://doi.org/10.3390/rs14205068","title":"Novel Approaches in Tropical Forests Mapping and Monitoring\u2013Time for Operationalization","display_name":"Novel Approaches in Tropical Forests Mapping and Monitoring\u2013Time for Operationalization","publication_year":2022,"publication_date":"2022-10-11","ids":{"openalex":"https://openalex.org/W4304187313","doi":"https://doi.org/10.3390/rs14205068"},"language":"en","primary_location":{"id":"doi:10.3390/rs14205068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14205068","pdf_url":"https://www.mdpi.com/2072-4292/14/20/5068/pdf?version=1665481259","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/2072-4292/14/20/5068/pdf?version=1665481259","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112672090","display_name":"Carlos Portillo\u2010Quintero","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Carlos Portillo-Quintero","raw_affiliation_strings":["Department of Natural Resources Management, College of Agricultural Sciences and Natural Resources Management, Texas Tech University, Lubbock, TX 79401, USA"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources Management, College of Agricultural Sciences and Natural Resources Management, Texas Tech University, Lubbock, TX 79401, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010684750","display_name":"Jos\u00e9 Luis Hern\u00e1ndez\u2010Stefanoni","orcid":"https://orcid.org/0000-0002-9559-7131"},"institutions":[{"id":"https://openalex.org/I4210118364","display_name":"Secretar\u00eda de Investigaci\u00f3n, Innovaci\u00f3n y Educaci\u00f3n Superior","ror":"https://ror.org/02j1fb913","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210118364"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose L. Hern\u00e1ndez-Stefanoni","raw_affiliation_strings":["Centro de Investigaci\u00f3n Cient\u00edfica de Yucat\u00e1n A.C., Unidad de Recursos Naturales, Calle 43 # 130, x 32 y 34 Colonia Chuburn\u00e1 de Hidalgo, M\u00e9rida CP 97205, Yucat\u00e1n, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n Cient\u00edfica de Yucat\u00e1n A.C., Unidad de Recursos Naturales, Calle 43 # 130, x 32 y 34 Colonia Chuburn\u00e1 de Hidalgo, M\u00e9rida CP 97205, Yucat\u00e1n, Mexico","institution_ids":["https://openalex.org/I4210118364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075832554","display_name":"Gabriela Reyes-Palomeque","orcid":"https://orcid.org/0000-0002-0525-948X"},"institutions":[{"id":"https://openalex.org/I4210118364","display_name":"Secretar\u00eda de Investigaci\u00f3n, Innovaci\u00f3n y Educaci\u00f3n Superior","ror":"https://ror.org/02j1fb913","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210118364"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gabriela Reyes-Palomeque","raw_affiliation_strings":["Centro de Investigaci\u00f3n Cient\u00edfica de Yucat\u00e1n A.C., Unidad de Recursos Naturales, Calle 43 # 130, x 32 y 34 Colonia Chuburn\u00e1 de Hidalgo, M\u00e9rida CP 97205, Yucat\u00e1n, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n Cient\u00edfica de Yucat\u00e1n A.C., Unidad de Recursos Naturales, Calle 43 # 130, x 32 y 34 Colonia Chuburn\u00e1 de Hidalgo, M\u00e9rida CP 97205, Yucat\u00e1n, Mexico","institution_ids":["https://openalex.org/I4210118364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048849539","display_name":"Mukti Ram Subedi","orcid":"https://orcid.org/0000-0003-4167-0206"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]},{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukti R. Subedi","raw_affiliation_strings":["Department of Natural Resources Management, College of Agricultural Sciences and Natural Resources Management, Texas Tech University, Lubbock, TX 79401, USA","Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA 30602, USA"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources Management, College of Agricultural Sciences and Natural Resources Management, Texas Tech University, Lubbock, TX 79401, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA 30602, USA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112672090"],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6782,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71558945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"14","issue":"20","first_page":"5068","last_page":"5068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9995999932289124,"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":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/environmental-science","display_name":"Environmental science","score":0.5790071487426758},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4937518537044525},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4926362633705139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4349806308746338},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.43236157298088074},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4118443727493286},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.35971927642822266},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2359527349472046}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5790071487426758},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4937518537044525},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4926362633705139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4349806308746338},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.43236157298088074},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4118443727493286},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.35971927642822266},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2359527349472046},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14205068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14205068","pdf_url":"https://www.mdpi.com/2072-4292/14/20/5068/pdf?version=1665481259","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:aa761f5826ae4c9c8dc86e1647e3c89d","is_oa":true,"landing_page_url":"https://doaj.org/article/aa761f5826ae4c9c8dc86e1647e3c89d","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 14, Iss 20, p 5068 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/20/5068/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14205068","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 20; Pages: 5068","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14205068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14205068","pdf_url":"https://www.mdpi.com/2072-4292/14/20/5068/pdf?version=1665481259","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":0.75,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304187313.pdf","grobid_xml":"https://content.openalex.org/works/W4304187313.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W3139595874","https://openalex.org/W3155157871","https://openalex.org/W3164319571","https://openalex.org/W3188703353","https://openalex.org/W3198940810","https://openalex.org/W4200122828","https://openalex.org/W4224210375","https://openalex.org/W4285089616","https://openalex.org/W4295973506"],"related_works":["https://openalex.org/W2944277854","https://openalex.org/W2258359646","https://openalex.org/W2493324121","https://openalex.org/W4234402960","https://openalex.org/W4210958110","https://openalex.org/W2483613126","https://openalex.org/W4210994448","https://openalex.org/W4386824558","https://openalex.org/W2097838441","https://openalex.org/W204135935"],"abstract_inverted_index":{"For":[0],"more":[1],"than":[2],"three":[3],"decades,":[4],"the":[5,23,83,104,137,151,167,195,198,204,221,230,237],"remote":[6],"sensing":[7],"scientific":[8],"community":[9],"has":[10,120],"successfully":[11],"generated":[12],"predictive":[13],"models":[14,156,213],"of":[15,52,139,153,164,197,225,232],"tropical":[16],"forest":[17],"attributes":[18],"and":[19,27,60,71,73,90,99,112,129,143,188,191,223],"ecological":[20,59,79],"processes":[21,145],"at":[22,64],"leaf,":[24],"canopy,":[25],"patch":[26],"landscape":[28],"scale":[29],"by":[30],"linking":[31],"field-measured":[32],"data":[33,149,165],"to":[34,56,76,157,208,214,220,228,236],"remotely":[35,46,147],"sensed":[36,47,148],"spectral":[37],"values,":[38],"as":[39,41,82,103],"well":[40],"other":[42],"variables":[43,119],"derived":[44],"from":[45,108,134,210],"data.":[48],"The":[49,171],"main":[50],"interest":[51],"these":[53,118],"applications":[54],"is":[55],"help":[57],"describe":[58],"functional":[61],"patterns":[62],"occurring":[63],"larger":[65],"geographic":[66],"scales":[67],"with":[68,166],"sufficient":[69],"accuracy":[70],"precision":[72],"enable":[74],"scientists":[75],"better":[77],"understand":[78],"processes,":[80],"such":[81],"relationship":[84],"between":[85],"atmospheric":[86],"fluxes,":[87],"plant":[88],"structural":[89],"ecophysiological":[91],"traits,":[92],"soil":[93,182],"attributes,":[94],"anthropogenic":[95],"use,":[96],"species":[97],"occurrence":[98],"animal":[100],"movement.":[101],"However,":[102],"earth\u2019s":[105],"environment":[106],"suffers":[107],"ever-increasing":[109],"human":[110],"use":[111],"abuse,":[113],"detecting":[114],"spatiotemporal":[115,234],"changes":[116,180],"in":[117,126,173,181],"become":[121],"a":[122,161],"necessary":[123],"decision-making":[124],"tool":[125],"conservation":[127],"action":[128],"natural":[130],"resources\u2019":[131],"management.":[132],"Moving":[133],"modeling":[135],"into":[136],"study":[138],"soil,":[140],"plants,":[141],"wildlife":[142],"socioecological":[144],"using":[146],"requires":[150],"extrapolation":[152],"single":[154,211],"time-step":[155,212],"its":[158],"application":[159],"on":[160],"time":[162,215],"series":[163,216],"same":[168],"expected":[169],"accuracy.":[170],"challenges":[172],"this":[174,202],"matter":[175],"are":[176],"not":[177],"trivial,":[178],"since":[179],"moisture":[183],"conditions,":[184],"cloud":[185],"contamination,":[186],"canopy":[187],"leaf-level":[189],"geometry":[190],"physiology":[192],"can":[193],"affect":[194],"strength":[196],"proposed":[199],"models.":[200],"In":[201],"context,":[203],"term":[205],"\u2018Operationalization\u2019":[206],"refers":[207,219],"migration":[209],"but":[217],"also":[218],"design":[222],"implementation":[224],"user-friendly":[226],"tools":[227],"increase":[229],"efficacy":[231],"communicating":[233],"trends":[235],"users.":[238],"[...]":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-10-11T00:00:00"}
