{"id":"https://openalex.org/W4220893114","doi":"https://doi.org/10.3390/data7030036","title":"Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data","display_name":"Land Cover Map for Multifunctional Landscapes of Taita Taveta County, Kenya, Based on Sentinel-1 Radar, Sentinel-2 Optical, and Topoclimatic Data","publication_year":2022,"publication_date":"2022-03-17","ids":{"openalex":"https://openalex.org/W4220893114","doi":"https://doi.org/10.3390/data7030036"},"language":"en","primary_location":{"id":"doi:10.3390/data7030036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7030036","pdf_url":"https://www.mdpi.com/2306-5729/7/3/36/pdf?version=1647522793","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/7/3/36/pdf?version=1647522793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065213578","display_name":"Temesgen Alemayehu Abera","orcid":"https://orcid.org/0000-0002-6660-0864"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Temesgen Alemayehu Abera","raw_affiliation_strings":["Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070996212","display_name":"Ilja Vuorinne","orcid":"https://orcid.org/0000-0002-6425-8604"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilja Vuorinne","raw_affiliation_strings":["Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089199431","display_name":"Martha Munyao","orcid":null},"institutions":[{"id":"https://openalex.org/I146161461","display_name":"Kenya Wildlife Service","ror":"https://ror.org/01w9cfb64","country_code":"KE","type":"archive","lineage":["https://openalex.org/I146161461"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI","KE"],"is_corresponding":false,"raw_author_name":"Martha Munyao","raw_affiliation_strings":["Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","Kenya Wildlife Service, P.O. Box 40241, Nairobi 00100, Kenya"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Kenya Wildlife Service, P.O. Box 40241, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I146161461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036822460","display_name":"Petri Pellikka","orcid":"https://orcid.org/0000-0002-5996-9268"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Petri K. E. Pellikka","raw_affiliation_strings":["Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland","State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Institute for Atmospheric and Earth System Research, Faculty of Science, University of Helsinki, P.O. Box 4, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002576056","display_name":"Janne Heiskanen","orcid":"https://orcid.org/0000-0002-3899-8860"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne Heiskanen","raw_affiliation_strings":["Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Geography, University of Helsinki, P.O. Box 68, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065213578"],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1136,"currency":"EUR","value_usd":1225},"fwci":5.023,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.95518233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":"3","first_page":"36","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9990000128746033,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/land-cover","display_name":"Land cover","score":0.6684027314186096},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5517176389694214},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.538441002368927},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5037912726402283},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.44257014989852905},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4384874403476715},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.43801623582839966},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3991735577583313},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.38901713490486145},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.346716046333313},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.33469223976135254},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.19287580251693726},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12067338824272156},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11594972014427185}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6684027314186096},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5517176389694214},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.538441002368927},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5037912726402283},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.44257014989852905},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4384874403476715},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.43801623582839966},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3991735577583313},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.38901713490486145},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.346716046333313},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33469223976135254},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.19287580251693726},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12067338824272156},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11594972014427185},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/data7030036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7030036","pdf_url":"https://www.mdpi.com/2306-5729/7/3/36/pdf?version=1647522793","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2ab50ea26aa04f11a7d0ce1de8ccdcb2","is_oa":true,"landing_page_url":"https://doaj.org/article/2ab50ea26aa04f11a7d0ce1de8ccdcb2","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":"Data, Vol 7, Iss 3, p 36 (2022)","raw_type":"article"},{"id":"pmh:oai:helda.helsinki.fi:10138/341978","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/341978","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/eprint/entityType/JournalArticle"},{"id":"pmh:oai:helda.helsinki.fi:10138/342798","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/342798","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:helda.helsinki.fi:10138/349266","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/349266","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/eprint/entityType/JournalArticle"},{"id":"pmh:oai:mdpi.com:/2306-5729/7/3/36/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data7030036","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":"Data; Volume 7; Issue 3; Pages: 36","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data7030036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data7030036","pdf_url":"https://www.mdpi.com/2306-5729/7/3/36/pdf?version=1647522793","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.75,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310086","display_name":"Helsingin Yliopisto","ror":"https://ror.org/040af2s02"},{"id":"https://openalex.org/F4320323466","display_name":"National Commission for Science, Technology and Innovation","ror":"https://ror.org/03wzc0b85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220893114.pdf","grobid_xml":"https://content.openalex.org/works/W4220893114.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W2009148751","https://openalex.org/W2011500029","https://openalex.org/W2014894537","https://openalex.org/W2081964130","https://openalex.org/W2112776483","https://openalex.org/W2134034776","https://openalex.org/W2200806575","https://openalex.org/W2309098547","https://openalex.org/W2488074436","https://openalex.org/W2725897987","https://openalex.org/W2795397536","https://openalex.org/W2970153073","https://openalex.org/W2972170785","https://openalex.org/W2976960284","https://openalex.org/W3092538606","https://openalex.org/W3163231391","https://openalex.org/W4301046888","https://openalex.org/W6654137374","https://openalex.org/W6687414956","https://openalex.org/W6844721519","https://openalex.org/W6925436307"],"related_works":["https://openalex.org/W2021379394","https://openalex.org/W4211117413","https://openalex.org/W2000407383","https://openalex.org/W2023339048","https://openalex.org/W2519812196","https://openalex.org/W2139094967","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2084918444"],"abstract_inverted_index":{"Taita":[0],"Taveta":[1],"County":[2],"(TTC)":[3],"is":[4,33,190],"one":[5],"of":[6,16,25,29,34,136,151,156,163,184],"the":[7,12,17,21,26,30,65,115,128,134,152,157],"world\u2019s":[8,18],"biodiversity":[9,38],"hotspots":[10],"in":[11,20,114,127],"highlands":[13],"with":[14],"some":[15],"megafaunas":[19],"lowlands.":[22],"Detailed":[23],"mapping":[24],"terrestrial":[27],"ecosystem":[28],"whole":[31],"county":[32],"global":[35],"significance":[36],"for":[37,47,61,147,193],"conservation.":[39],"Here,":[40],"we":[41],"present":[42],"a":[43,53,58],"land":[44,66,158,177,194],"cover":[45,67,159,178],"map":[46,68,160,179],"2020":[48],"based":[49,141],"on":[50,142],"satellite":[51],"observations,":[52],"machine":[54],"learning":[55],"algorithm,":[56],"and":[57,76,82,96,104,106,149,161,188,199],"reference":[59,138],"database":[60],"accuracy":[62,155,183],"assessment.":[63],"For":[64],"production":[69],"processing":[70],"chain,":[71],"temporal":[72],"metrics":[73,101],"from":[74,87],"Sentinel-1":[75],"Sentinel-2":[77,88],"(such":[78],"as":[79,112],"median,":[80],"quantiles,":[81],"interquartile":[83],"range),":[84],"vegetation":[85,91],"indices":[86],"(normalized":[89],"difference":[90],"index,":[92],"tasseled":[93,97],"cap":[94,98],"greenness,":[95],"wetness),":[99],"topographic":[100],"(elevation,":[102],"slope,":[103],"aspect),":[105],"mean":[107],"annual":[108],"rainfall":[109],"were":[110,125,130,170],"used":[111,131],"predictors":[113],"gradient":[116],"tree":[117],"boost":[118],"classification":[119],"model.":[120,153],"Reference":[121],"sample":[122,139],"points":[123,140],"which":[124],"collected":[126],"field":[129],"to":[132],"guide":[133],"collection":[135],"additional":[137],"high":[143],"spatial":[144],"resolution":[145],"imagery":[146],"training":[148],"validation":[150],"The":[154,176],"uncertainty":[162],"area":[164],"estimates":[165],"at":[166],"95%":[167],"confidence":[168],"interval":[169],"assessed":[171],"using":[172],"sample-based":[173],"statistical":[174],"inference.":[175],"has":[180],"an":[181],"overall":[182],"81":[185],"\u00b1":[186],"2.3%":[187],"it":[189],"freely":[191],"accessible":[192],"use":[195],"planners,":[196],"conservation":[197],"managers,":[198],"researchers.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
