{"id":"https://openalex.org/W3015846714","doi":"https://doi.org/10.3390/rs12071160","title":"Challenges in Estimating Tropical Forest Canopy Height from Planet Dove Imagery","display_name":"Challenges in Estimating Tropical Forest Canopy Height from Planet Dove Imagery","publication_year":2020,"publication_date":"2020-04-04","ids":{"openalex":"https://openalex.org/W3015846714","doi":"https://doi.org/10.3390/rs12071160","mag":"3015846714"},"language":"en","primary_location":{"id":"doi:10.3390/rs12071160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12071160","pdf_url":"https://www.mdpi.com/2072-4292/12/7/1160/pdf?version=1586010639","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/2072-4292/12/7/1160/pdf?version=1586010639","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022898276","display_name":"Ovidiu Csillik","orcid":"https://orcid.org/0000-0002-4590-3807"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL","US"],"is_corresponding":true,"raw_author_name":"Ovidiu Csillik","raw_affiliation_strings":["Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA","Laboratory of Geo-Information Science and Remote Sensing, Wageningen University &amp; Research, Wageningen 6708 PB, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University &amp; Research, Wageningen 6708 PB, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038144745","display_name":"Pramukta Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramukta Kumar","raw_affiliation_strings":["Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA"],"affiliations":[{"raw_affiliation_string":"Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035372982","display_name":"Gregory P. Asner","orcid":"https://orcid.org/0000-0001-7893-6421"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory P. Asner","raw_affiliation_strings":["Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA"],"affiliations":[{"raw_affiliation_string":"Center for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022898276"],"corresponding_institution_ids":["https://openalex.org/I55732556","https://openalex.org/I913481162"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.6593,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95063878,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"7","first_page":"1160","last_page":"1160"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9994999766349792,"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/T11880","display_name":"Forest ecology and management","score":0.9919999837875366,"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/remote-sensing","display_name":"Remote sensing","score":0.6164939999580383},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5108222961425781},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49202653765678406},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.47354644536972046},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4296901822090149},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.41933491826057434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3459470272064209},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.32856374979019165}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6164939999580383},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5108222961425781},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49202653765678406},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.47354644536972046},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4296901822090149},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.41933491826057434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3459470272064209},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32856374979019165},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12071160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12071160","pdf_url":"https://www.mdpi.com/2072-4292/12/7/1160/pdf?version=1586010639","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:b5da62b3a7534ce4bf2b8401a8ad4600","is_oa":true,"landing_page_url":"https://doaj.org/article/b5da62b3a7534ce4bf2b8401a8ad4600","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 7, p 1160 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/7/1160/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12071160","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 12; Issue 7; Pages: 1160","raw_type":"Text"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/563453","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/challenges-in-estimating-tropical-forest-canopy-height-from-plane","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 12(7)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs12071160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12071160","pdf_url":"https://www.mdpi.com/2072-4292/12/7/1160/pdf?version=1586010639","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6200000047683716,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015846714.pdf","grobid_xml":"https://content.openalex.org/works/W3015846714.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W793093014","https://openalex.org/W1528775006","https://openalex.org/W1566532634","https://openalex.org/W1678356000","https://openalex.org/W1766029576","https://openalex.org/W1976029164","https://openalex.org/W1981263865","https://openalex.org/W1990329998","https://openalex.org/W1990653740","https://openalex.org/W1995602130","https://openalex.org/W2010126995","https://openalex.org/W2010319424","https://openalex.org/W2040792004","https://openalex.org/W2044465660","https://openalex.org/W2048120915","https://openalex.org/W2055725466","https://openalex.org/W2057583537","https://openalex.org/W2059663113","https://openalex.org/W2076699646","https://openalex.org/W2113242816","https://openalex.org/W2113521108","https://openalex.org/W2115145978","https://openalex.org/W2116810533","https://openalex.org/W2122140350","https://openalex.org/W2145167036","https://openalex.org/W2146751368","https://openalex.org/W2158714963","https://openalex.org/W2164205469","https://openalex.org/W2167763349","https://openalex.org/W2168027734","https://openalex.org/W2169489878","https://openalex.org/W2216058659","https://openalex.org/W2261059368","https://openalex.org/W2289402370","https://openalex.org/W2766826930","https://openalex.org/W2787970086","https://openalex.org/W2883189766","https://openalex.org/W2883666593","https://openalex.org/W2884598732","https://openalex.org/W2890500853","https://openalex.org/W2905311269","https://openalex.org/W2911964244","https://openalex.org/W2944277284","https://openalex.org/W2945002788","https://openalex.org/W2953081360","https://openalex.org/W2989736827","https://openalex.org/W2998768928","https://openalex.org/W2999905431","https://openalex.org/W3003509779","https://openalex.org/W6622650660","https://openalex.org/W6664259857","https://openalex.org/W6754273215","https://openalex.org/W6763153167"],"related_works":["https://openalex.org/W2351984678","https://openalex.org/W2140032575","https://openalex.org/W2011860471","https://openalex.org/W3011451421","https://openalex.org/W2012196540","https://openalex.org/W196913356","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W3104235236","https://openalex.org/W1618102658"],"abstract_inverted_index":{"Monitoring":[0],"tropical":[1,199],"forests":[2,200],"using":[3,128],"spaceborne":[4],"and":[5,16,37,63,70,107,115,131,144,163,173,201,209],"airborne":[6,104],"remote":[7],"sensing":[8],"capabilities":[9,51],"is":[10,28,170],"important":[11,214],"for":[12,78,137,154,188],"informing":[13],"environmental":[14],"policies":[15],"conservation":[17],"actions.":[18],"Developing":[19],"large-scale":[20],"machine":[21],"learning":[22],"estimation":[23],"models":[24],"of":[25,52,59,66,83,111,124,151,185,198],"forest":[26,210],"structure":[27],"instrumental":[29],"in":[30,148,204],"bridging":[31],"the":[32,60,79,142,149],"gap":[33],"between":[34],"retrospective":[35],"analysis":[36],"near-real-time":[38],"monitoring.":[39],"However,":[40],"most":[41],"approaches":[42],"use":[43,114],"moderate":[44],"spatial":[45,62,91],"resolution":[46,92],"satellite":[47,86,160],"data":[48],"with":[49,103],"limited":[50],"frequent":[53],"updating.":[54],"Here,":[55],"we":[56],"take":[57],"advantage":[58],"high":[61],"temporal":[64],"resolutions":[65],"Planet":[67,99,125,158],"Dove":[68,100,126,159],"images":[69,127],"aim":[71],"to":[72],"automatically":[73],"estimate":[74],"top-of-canopy":[75],"height":[76],"(TCH)":[77],"biologically":[80],"diverse":[81],"country":[82],"Peru":[84],"from":[85,119,157,207],"imagery":[87],"at":[88],"1":[89],"ha":[90],"by":[93],"building":[94],"a":[95,133,171,179,192],"model":[96,176],"that":[97,177],"associates":[98],"textural":[101,121,164],"features":[102,117],"light":[105],"detection":[106],"ranging":[108],"(LiDAR)":[109],"measurements":[110],"TCH.":[112],"We":[113,140],"modify":[116],"derived":[118],"Fourier":[120],"ordination":[122],"(FOTO)":[123],"spectral":[129,162],"projection":[130],"train":[132],"gradient":[134],"boosted":[135],"regression":[136,175],"TCH":[138,156],"estimation.":[139],"discuss":[141],"technical":[143],"scientific":[145],"challenges":[146],"involved":[147],"generation":[150],"reliable":[152],"mechanisms":[153],"estimating":[155],"image":[161],"features.":[165],"Our":[166],"developed":[167],"software":[168],"toolchain":[169],"robust":[172],"generalizable":[174],"provides":[178],"root":[180],"mean":[181],"square":[182],"error":[183],"(RMSE)":[184],"4.36":[186],"m":[187],"Peru.":[189],"This":[190],"represents":[191],"helpful":[193],"advancement":[194],"towards":[195],"better":[196],"monitoring":[197],"improves":[202],"efforts":[203],"reducing":[205],"emissions":[206],"deforestation":[208],"degradation":[211],"(REDD+),":[212],"an":[213],"climate":[215],"change":[216],"mitigation":[217],"approach.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
