{"id":"https://openalex.org/W2050661231","doi":"https://doi.org/10.3390/rs70302692","title":"Comparison of Airborne LiDAR and Satellite Hyperspectral Remote Sensing to Estimate Vascular Plant Richness in Deciduous Mediterranean Forests of Central Chile","display_name":"Comparison of Airborne LiDAR and Satellite Hyperspectral Remote Sensing to Estimate Vascular Plant Richness in Deciduous Mediterranean Forests of Central Chile","publication_year":2015,"publication_date":"2015-03-09","ids":{"openalex":"https://openalex.org/W2050661231","doi":"https://doi.org/10.3390/rs70302692","mag":"2050661231"},"language":"en","primary_location":{"id":"doi:10.3390/rs70302692","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70302692","pdf_url":"https://www.mdpi.com/2072-4292/7/3/2692/pdf?version=1425904395","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/2072-4292/7/3/2692/pdf?version=1425904395","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103034623","display_name":"Andr\u00e9s Ceballos","orcid":null},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Ceballos","raw_affiliation_strings":["Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013876638","display_name":"Jaime Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-2653-2764"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jaime Hern\u00e1ndez","raw_affiliation_strings":["Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile"],"raw_orcid":"https://orcid.org/0000-0002-2653-2764","affiliations":[{"raw_affiliation_string":"Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078677166","display_name":"Patricio Corval\u00e1n","orcid":"https://orcid.org/0000-0002-9642-0629"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Patricio Corval\u00e1n","raw_affiliation_strings":["Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081829796","display_name":"Mauricio Galleguillos","orcid":"https://orcid.org/0000-0003-4617-0980"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Mauricio Galleguillos","raw_affiliation_strings":["Department of Environmental Sciences, Faculty of Agronomic Sciences, University of Chile,  Av. Santa Rosa 11315, La Pintana, Santiago, Chile","Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","Department of Environmental Sciences, Faculty of Agronomic Sciences, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Sciences, Faculty of Agronomic Sciences, University of Chile,  Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"Laboratory of Geomatics and Landscape Ecology, Forestry and Nature Conservation Faculty, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"Department of Environmental Sciences, Faculty of Agronomic Sciences, University of Chile, Av. Santa Rosa 11315, La Pintana, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081829796"],"corresponding_institution_ids":["https://openalex.org/I69737025"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.2686,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.93493374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"3","first_page":"2692","last_page":"2714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9993000030517578,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/species-richness","display_name":"Species richness","score":0.6972728371620178},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6358996629714966},{"id":"https://openalex.org/keywords/deciduous","display_name":"Deciduous","score":0.601517915725708},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.54648357629776},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5103692412376404},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4709487855434418},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.4551543891429901},{"id":"https://openalex.org/keywords/shrubland","display_name":"Shrubland","score":0.43606239557266235},{"id":"https://openalex.org/keywords/altitude","display_name":"Altitude (triangle)","score":0.41917863488197327},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.41273701190948486},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.40518301725387573},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3879849314689636},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.3733948767185211},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.304512083530426},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.15661689639091492},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0986933708190918}],"concepts":[{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.6972728371620178},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6358996629714966},{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.601517915725708},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.54648357629776},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5103692412376404},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4709487855434418},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.4551543891429901},{"id":"https://openalex.org/C59898753","wikidata":"https://www.wikidata.org/wiki/Q879641","display_name":"Shrubland","level":3,"score":0.43606239557266235},{"id":"https://openalex.org/C6350597","wikidata":"https://www.wikidata.org/wiki/Q339495","display_name":"Altitude (triangle)","level":2,"score":0.41917863488197327},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.41273701190948486},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.40518301725387573},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3879849314689636},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.3733948767185211},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.304512083530426},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.15661689639091492},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0986933708190918},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs70302692","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70302692","pdf_url":"https://www.mdpi.com/2072-4292/7/3/2692/pdf?version=1425904395","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:54ad7051581247d9a90f4d3f3356310b","is_oa":true,"landing_page_url":"https://doaj.org/article/54ad7051581247d9a90f4d3f3356310b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 7, Iss 3, Pp 2692-2714 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/3/2692/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70302692","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 7; Issue 3; Pages: 2692-2714","raw_type":"Text"},{"id":"pmh:oai:repositorio.uchile.cl:2250/132762","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/132762","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"doi:10.3390/rs70302692","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70302692","pdf_url":"https://www.mdpi.com/2072-4292/7/3/2692/pdf?version=1425904395","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":[{"score":0.7799999713897705,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2050661231.pdf"},"referenced_works_count":112,"referenced_works":["https://openalex.org/W164008156","https://openalex.org/W1240553673","https://openalex.org/W1498793884","https://openalex.org/W1506638262","https://openalex.org/W1529043441","https://openalex.org/W1554230853","https://openalex.org/W1593388375","https://openalex.org/W1668035494","https://openalex.org/W1967621805","https://openalex.org/W1971823827","https://openalex.org/W1974479907","https://openalex.org/W1978617972","https://openalex.org/W1983279516","https://openalex.org/W1983513512","https://openalex.org/W1985370128","https://openalex.org/W1985675079","https://openalex.org/W1986786848","https://openalex.org/W1987043637","https://openalex.org/W1988090701","https://openalex.org/W1994017316","https://openalex.org/W1998258821","https://openalex.org/W2002945366","https://openalex.org/W2003485756","https://openalex.org/W2004308864","https://openalex.org/W2011475440","https://openalex.org/W2030233869","https://openalex.org/W2036003376","https://openalex.org/W2038596493","https://openalex.org/W2039060633","https://openalex.org/W2045510134","https://openalex.org/W2049398443","https://openalex.org/W2052700773","https://openalex.org/W2055186203","https://openalex.org/W2057868662","https://openalex.org/W2062942833","https://openalex.org/W2063479777","https://openalex.org/W2067184918","https://openalex.org/W2068733856","https://openalex.org/W2070035580","https://openalex.org/W2074879070","https://openalex.org/W2078996926","https://openalex.org/W2080393530","https://openalex.org/W2083414486","https://openalex.org/W2084861437","https://openalex.org/W2088551744","https://openalex.org/W2089806346","https://openalex.org/W2089852495","https://openalex.org/W2094751187","https://openalex.org/W2096498844","https://openalex.org/W2099410216","https://openalex.org/W2099629218","https://openalex.org/W2100461564","https://openalex.org/W2100524057","https://openalex.org/W2101857947","https://openalex.org/W2105765261","https://openalex.org/W2110715741","https://openalex.org/W2111552444","https://openalex.org/W2111891265","https://openalex.org/W2111982591","https://openalex.org/W2113223621","https://openalex.org/W2113341182","https://openalex.org/W2113397378","https://openalex.org/W2113410727","https://openalex.org/W2114187690","https://openalex.org/W2119365741","https://openalex.org/W2121942758","https://openalex.org/W2126161611","https://openalex.org/W2128686953","https://openalex.org/W2131586477","https://openalex.org/W2133272607","https://openalex.org/W2134027504","https://openalex.org/W2134920769","https://openalex.org/W2136625467","https://openalex.org/W2137044016","https://openalex.org/W2138940795","https://openalex.org/W2143296882","https://openalex.org/W2144724699","https://openalex.org/W2149507322","https://openalex.org/W2150909201","https://openalex.org/W2151666808","https://openalex.org/W2154069299","https://openalex.org/W2154433795","https://openalex.org/W2154810777","https://openalex.org/W2155260804","https://openalex.org/W2156013048","https://openalex.org/W2156808278","https://openalex.org/W2162305105","https://openalex.org/W2162348455","https://openalex.org/W2163410149","https://openalex.org/W2164790386","https://openalex.org/W2165796970","https://openalex.org/W2167518054","https://openalex.org/W2167799103","https://openalex.org/W2168997446","https://openalex.org/W2169687028","https://openalex.org/W2171769281","https://openalex.org/W2248139498","https://openalex.org/W2289681748","https://openalex.org/W2476035694","https://openalex.org/W2487079640","https://openalex.org/W2488846707","https://openalex.org/W2582743722","https://openalex.org/W2759478182","https://openalex.org/W2795510964","https://openalex.org/W2911964244","https://openalex.org/W2951415828","https://openalex.org/W3148637721","https://openalex.org/W4214564766","https://openalex.org/W4233961202","https://openalex.org/W6668028059","https://openalex.org/W6676970951","https://openalex.org/W6696776563"],"related_works":["https://openalex.org/W2732763458","https://openalex.org/W2087021283","https://openalex.org/W4211117413","https://openalex.org/W2000407383","https://openalex.org/W2023339048","https://openalex.org/W2519812196","https://openalex.org/W2084918444","https://openalex.org/W2746250280","https://openalex.org/W2901260776","https://openalex.org/W2803140400"],"abstract_inverted_index":{"The":[0,243],"Andes":[1,103],"foothills":[2,104],"of":[3,11,26,30,50,82,94,105,137,227],"central":[4],"Chile":[5],"are":[6],"characterized":[7],"by":[8,21,118,246],"high":[9],"levels":[10],"floristic":[12],"diversity":[13,32],"in":[14,36,40,101,175,183],"a":[15,79,113,130,187],"scenario,":[16],"which":[17],"offers":[18],"little":[19],"protection":[20],"public":[22],"protected":[23],"areas.":[24],"Knowledge":[25],"the":[27,91,102,106,162,249],"spatial":[28,80,92],"distribution":[29,93],"this":[31],"must":[33],"be":[34,73],"gained":[35],"order":[37],"to":[38,54,77,89,171,185,258],"aid":[39],"conservation":[41],"management.":[42],"Heterogeneous":[43],"environmental":[44],"conditions":[45],"involve":[46],"an":[47],"important":[48],"number":[49],"niches":[51],"closely":[52],"related":[53],"species":[55,96],"richness.":[56,85],"Remote":[57],"sensing":[58,100],"information":[59,244],"derived":[60],"from":[61,151,161],"satellite":[62],"hyperspectral":[63,253],"and":[64,68,147,154,158,178,237],"airborne":[65],"Light":[66],"Detection":[67],"Ranging":[69],"(LiDAR)":[70],"data":[71,254],"can":[72],"used":[74,170,182],"as":[75],"proxies":[76],"generate":[78],"prediction":[81],"vascular":[83],"plant":[84,95],"This":[86,110],"study":[87],"aimed":[88],"estimate":[90],"richness":[97,176],"using":[98,129],"remote":[99],"Maule":[107],"Region,":[108],"Chile.":[109],"region":[111],"has":[112],"secondary":[114],"deciduous":[115],"forest":[116,167],"dominated":[117],"Nothofagus":[119],"obliqua":[120],"mixed":[121],"with":[122,134,207],"sclerophyll":[123],"species.":[124],"Floristic":[125],"measurements":[126],"were":[127,143,181,219,255],"performed":[128,206],"nested":[131],"plot":[132],"design":[133],"60":[135],"plots":[136],"225":[138],"m2":[139],"each.":[140],"Multiple":[141],"predictors":[142],"evaluated:":[144],"30":[145],"topographical":[146],"vegetation":[148],"structure":[149],"indexes":[150,157],"LiDAR":[152,247],"data,":[153],"32":[155],"spectral":[156],"band":[159],"transformations":[160],"EO1-Hyperion":[163],"sensor.":[164],"A":[165],"random":[166],"algorithm":[168],"was":[169,205],"identify":[172],"relevant":[173],"variables":[174,180,218],"prediction,":[177],"these":[179],"turn":[184],"obtain":[186],"final":[188],"multiple":[189],"linear":[190],"regression":[191],"predictive":[192,261],"model":[193],"(Adjusted":[194,210],"R2":[195,211],"=":[196,199,212,215],"0.651;":[197],"RSE":[198],"3.69).":[200],"An":[201],"independent":[202],"validation":[203],"survey":[204],"significant":[208],"results":[209],"0.571,":[213],"RMSE":[214],"5.05).":[216],"Selected":[217],"statistically":[220],"significant:":[221],"catchment":[222],"slope,":[223,228,230],"altitude,":[224],"standard":[225],"deviation":[226],"average":[229],"Multiresolution":[231],"Ridge":[232],"Top":[233],"Flatness":[234],"index":[235],"(MrRTF)":[236],"Digital":[238],"Crown":[239],"Height":[240],"Model":[241],"(DCM).":[242],"provided":[245],"delivered":[248],"best":[250],"predictors,":[251],"whereas":[252],"discarded":[256],"due":[257],"their":[259],"low":[260],"power.":[262]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
