{"id":"https://openalex.org/W2023650823","doi":"https://doi.org/10.3390/rs4113320","title":"Mapping Canopy Height and Growing Stock Volume Using Airborne Lidar, ALOS PALSAR and Landsat ETM+","display_name":"Mapping Canopy Height and Growing Stock Volume Using Airborne Lidar, ALOS PALSAR and Landsat ETM+","publication_year":2012,"publication_date":"2012-10-26","ids":{"openalex":"https://openalex.org/W2023650823","doi":"https://doi.org/10.3390/rs4113320","mag":"2023650823"},"language":"en","primary_location":{"id":"doi:10.3390/rs4113320","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4113320","pdf_url":"https://www.mdpi.com/2072-4292/4/11/3320/pdf?version=1403131199","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/2072-4292/4/11/3320/pdf?version=1403131199","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019969027","display_name":"Oliver Cartus","orcid":"https://orcid.org/0000-0002-6890-1548"},"institutions":[{"id":"https://openalex.org/I1313003366","display_name":"Woodwell Climate Research Center","ror":"https://ror.org/04cvvej54","country_code":"US","type":"other","lineage":["https://openalex.org/I1313003366"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Oliver Cartus","raw_affiliation_strings":["Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA","institution_ids":["https://openalex.org/I1313003366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048461125","display_name":"Josef Kellndorfer","orcid":"https://orcid.org/0000-0002-7666-2444"},"institutions":[{"id":"https://openalex.org/I1313003366","display_name":"Woodwell Climate Research Center","ror":"https://ror.org/04cvvej54","country_code":"US","type":"other","lineage":["https://openalex.org/I1313003366"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josef Kellndorfer","raw_affiliation_strings":["Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA","institution_ids":["https://openalex.org/I1313003366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014987901","display_name":"Markus Rombach","orcid":"https://orcid.org/0000-0002-8117-3194"},"institutions":[{"id":"https://openalex.org/I4210154321","display_name":"Chilean Air Force","ror":"https://ror.org/059gb5g72","country_code":"CL","type":"government","lineage":["https://openalex.org/I4210154321"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Markus Rombach","raw_affiliation_strings":["Digimapas Chile Aerofotogrametria Ltd., Andres de Fuenzalida 17, Of. 43/44, Providencia, Santiago de Chile, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digimapas Chile Aerofotogrametria Ltd., Andres de Fuenzalida 17, Of. 43/44, Providencia, Santiago de Chile, Chile","institution_ids":["https://openalex.org/I4210154321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023933055","display_name":"Wayne Walker","orcid":"https://orcid.org/0000-0001-9112-1139"},"institutions":[{"id":"https://openalex.org/I1313003366","display_name":"Woodwell Climate Research Center","ror":"https://ror.org/04cvvej54","country_code":"US","type":"other","lineage":["https://openalex.org/I1313003366"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wayne Walker","raw_affiliation_strings":["Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Woods Hole Research Center, 149 Woods Hole Road, Falmouth, MA 02540, USA","institution_ids":["https://openalex.org/I1313003366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019969027"],"corresponding_institution_ids":["https://openalex.org/I1313003366"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":4.8808,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.9470159,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"11","first_page":"3320","last_page":"3345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":1.0,"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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7098172903060913},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6563010215759277},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.6134446263313293},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5100336670875549},{"id":"https://openalex.org/keywords/tree-canopy","display_name":"Tree canopy","score":0.4443154036998749},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.210744708776474},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.183499276638031}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7098172903060913},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6563010215759277},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6134446263313293},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5100336670875549},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.4443154036998749},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.210744708776474},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.183499276638031},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs4113320","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4113320","pdf_url":"https://www.mdpi.com/2072-4292/4/11/3320/pdf?version=1403131199","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:1cf4681bf05347699fe327bf1e90ea63","is_oa":true,"landing_page_url":"https://doaj.org/article/1cf4681bf05347699fe327bf1e90ea63","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 4, Iss 11, Pp 3320-3345 (2012)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/4/11/3320/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs4113320","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 4; Issue 11; Pages: 3320-3345","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs4113320","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4113320","pdf_url":"https://www.mdpi.com/2072-4292/4/11/3320/pdf?version=1403131199","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":0.7400000095367432,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2023650823.pdf"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1526211969","https://openalex.org/W1566532634","https://openalex.org/W1843803237","https://openalex.org/W1964759162","https://openalex.org/W1973428156","https://openalex.org/W1978608405","https://openalex.org/W1981263865","https://openalex.org/W1996263757","https://openalex.org/W1998779060","https://openalex.org/W2000552749","https://openalex.org/W2001896714","https://openalex.org/W2009451364","https://openalex.org/W2021978650","https://openalex.org/W2033773650","https://openalex.org/W2035328872","https://openalex.org/W2041077637","https://openalex.org/W2050635900","https://openalex.org/W2053349525","https://openalex.org/W2054581021","https://openalex.org/W2056280688","https://openalex.org/W2056852789","https://openalex.org/W2058154428","https://openalex.org/W2059663113","https://openalex.org/W2068240313","https://openalex.org/W2070294178","https://openalex.org/W2076018876","https://openalex.org/W2080605670","https://openalex.org/W2085741981","https://openalex.org/W2086897489","https://openalex.org/W2087674734","https://openalex.org/W2093540905","https://openalex.org/W2093830434","https://openalex.org/W2100524057","https://openalex.org/W2101354384","https://openalex.org/W2103818806","https://openalex.org/W2107469388","https://openalex.org/W2109141169","https://openalex.org/W2117026615","https://openalex.org/W2122116756","https://openalex.org/W2123556582","https://openalex.org/W2125384310","https://openalex.org/W2125574854","https://openalex.org/W2127834335","https://openalex.org/W2129061633","https://openalex.org/W2129391498","https://openalex.org/W2137933418","https://openalex.org/W2139049012","https://openalex.org/W2141414687","https://openalex.org/W2141607694","https://openalex.org/W2143210426","https://openalex.org/W2145167036","https://openalex.org/W2149304263","https://openalex.org/W2151456308","https://openalex.org/W2151534225","https://openalex.org/W2152634225","https://openalex.org/W2158126272","https://openalex.org/W2158709172","https://openalex.org/W2160454972","https://openalex.org/W2165571665","https://openalex.org/W2166394891","https://openalex.org/W2167000187","https://openalex.org/W2167470043","https://openalex.org/W2168178486","https://openalex.org/W2169087452","https://openalex.org/W2169951244","https://openalex.org/W2273297058","https://openalex.org/W2483424394","https://openalex.org/W2911964244","https://openalex.org/W4235401518","https://openalex.org/W4235881011","https://openalex.org/W6610017368","https://openalex.org/W6631590549","https://openalex.org/W6684451421"],"related_works":["https://openalex.org/W2351984678","https://openalex.org/W2140032575","https://openalex.org/W2011860471","https://openalex.org/W2012196540","https://openalex.org/W3011451421","https://openalex.org/W2045211767","https://openalex.org/W2056219210","https://openalex.org/W2383716249","https://openalex.org/W23916517","https://openalex.org/W4386506415"],"abstract_inverted_index":{"We":[0,142],"have":[1],"investigated":[2],"for":[3,59,170],"forest":[4,189],"plantations":[5],"in":[6,52,96,135,197],"Chile":[7],"the":[8,122,136,145,160,165,171,175,180,193,205],"stand-level":[9,51,107],"retrieval":[10,63,123,157,161,194,213],"of":[11,45,55,64,75,83,111,124,138,148,164,174,183,195,201],"canopy":[12,47],"height":[13],"(CH)":[14],"and":[15,27,57,66,77,93,106,113,126,153,203],"growing":[16],"stock":[17],"volume":[18],"(GSV)":[19],"using":[20,88],"Airborne":[21],"Laser":[22],"Scanner":[23],"(ALS),":[24],"ALOS":[25,90],"PALSAR":[26,91,150],"Landsat.":[28],"In":[29],"a":[30,43],"two-stage":[31],"up-scaling":[32],"approach,":[33],"ensemble":[34],"regression":[35],"tree":[36],"models":[37,85],"(randomForest)":[38],"were":[39],"used":[40],"to":[41,50,140,188,210],"relate":[42],"suite":[44],"ALS":[46,69,108,184,207],"structure":[48],"indices":[49],"situ":[53],"measurements":[54],"CH":[56,65,112,125],"GSV":[58,67,114,127,196],"319":[60],"stands.":[61],"The":[62],"with":[68,73,128,133,162],"yielded":[70],"high":[71,212],"accuracies":[72,132,158,214],"R2s":[74,134],"0.93":[76],"0.81,":[78],"respectively.":[79],"A":[80],"second":[81],"set":[82],"randomForest":[84],"was":[86],"developed":[87],"multi-temporal":[89,149],"intensities":[92],"repeat-pass":[94],"coherences":[95],"two":[97],"polarizations":[98],"as":[99,101,104,115],"well":[100],"Landsat":[102,154],"data":[103,187],"predictor":[105],"based":[109],"estimates":[110],"response":[116],"variables.":[117],"At":[118],"three":[119],"test":[120],"sites,":[121],"PALSAR/Landsat":[129],"reached":[130],"promising":[131],"range":[137],"0.7":[139],"0.85.":[141],"show":[143],"that":[144],"combined":[146],"use":[147],"intensity,":[151],"coherence":[152],"yields":[155],"higher":[156],"than":[159],"any":[163],"datasets":[166],"alone.":[167],"Potential":[168],"limitations":[169],"large-area":[172],"application":[173],"fusion":[176],"approach":[177],"included":[178],"(1)":[179],"low":[181],"sensitivity":[182],"first/last":[185],"return":[186],"horizontal":[190],"structure,":[191],"affecting":[192],"less":[198],"managed":[199],"types":[200],"forest,":[202],"(2)":[204],"dense":[206],"sampling":[208],"required":[209],"achieve":[211],"at":[215],"larger":[216],"scale.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2016-06-24T00:00:00"}