{"id":"https://openalex.org/W2793563559","doi":"https://doi.org/10.3390/rs10020347","title":"Combining Multi-Date Airborne Laser Scanning and Digital Aerial Photogrammetric Data for Forest Growth and Yield Modelling","display_name":"Combining Multi-Date Airborne Laser Scanning and Digital Aerial Photogrammetric Data for Forest Growth and Yield Modelling","publication_year":2018,"publication_date":"2018-02-24","ids":{"openalex":"https://openalex.org/W2793563559","doi":"https://doi.org/10.3390/rs10020347","mag":"2793563559"},"language":"en","primary_location":{"id":"doi:10.3390/rs10020347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10020347","pdf_url":"https://www.mdpi.com/2072-4292/10/2/347/pdf?version=1519455746","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/2072-4292/10/2/347/pdf?version=1519455746","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006928044","display_name":"Piotr Tompalski","orcid":"https://orcid.org/0000-0002-5841-6530"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Piotr Tompalski","raw_affiliation_strings":["Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5841-6530","affiliations":[{"raw_affiliation_string":"Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050842469","display_name":"Nicholas C. Coops","orcid":"https://orcid.org/0000-0002-0151-9037"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nicholas Coops","raw_affiliation_strings":["Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0151-9037","affiliations":[{"raw_affiliation_string":"Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050851564","display_name":"Peter Marshall","orcid":"https://orcid.org/0000-0002-5479-557X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Marshall","raw_affiliation_strings":["Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5479-557X","affiliations":[{"raw_affiliation_string":"Faculty of Forestry, University of British Columbia, 2424 Main Mall, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077764827","display_name":"Joanne C. White","orcid":"https://orcid.org/0000-0003-4674-0373"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joanne White","raw_affiliation_strings":["Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4674-0373","affiliations":[{"raw_affiliation_string":"Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada","institution_ids":["https://openalex.org/I1280367701","https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051219165","display_name":"Michael A. Wulder","orcid":"https://orcid.org/0000-0002-6942-1896"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Wulder","raw_affiliation_strings":["Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6942-1896","affiliations":[{"raw_affiliation_string":"Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada","institution_ids":["https://openalex.org/I1280367701","https://openalex.org/I1281735042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045944194","display_name":"Todd Bailey","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096485","display_name":"West Fraser (Canada)","ror":"https://ror.org/00wmrqg59","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210096485"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Todd Bailey","raw_affiliation_strings":["West Fraser\u2014Slave Lake, P.O. Box 1790, Slave Lake, AB T0G 2A0, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Fraser\u2014Slave Lake, P.O. Box 1790, Slave Lake, AB T0G 2A0, Canada","institution_ids":["https://openalex.org/I4210096485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006928044"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":4.1747,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.94595199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"347","last_page":"347"},"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":0.9991000294685364,"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/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.7105969190597534},{"id":"https://openalex.org/keywords/laser-scanning","display_name":"Laser scanning","score":0.69186931848526},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.6101300120353699},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.577166736125946},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5604873299598694},{"id":"https://openalex.org/keywords/basal-area","display_name":"Basal area","score":0.5567131042480469},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5514218211174011},{"id":"https://openalex.org/keywords/forest-inventory","display_name":"Forest inventory","score":0.5041059255599976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4677674174308777},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.4624391496181488},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4512535333633423},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.44023212790489197},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3803965449333191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33167359232902527},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3239692449569702},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.23768237233161926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21282336115837097},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20987173914909363},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.169244647026062},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.11483436822891235},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08442544937133789}],"concepts":[{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.7105969190597534},{"id":"https://openalex.org/C141349535","wikidata":"https://www.wikidata.org/wiki/Q1361664","display_name":"Laser scanning","level":3,"score":0.69186931848526},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.6101300120353699},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.577166736125946},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5604873299598694},{"id":"https://openalex.org/C91354502","wikidata":"https://www.wikidata.org/wiki/Q830384","display_name":"Basal area","level":2,"score":0.5567131042480469},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5514218211174011},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.5041059255599976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4677674174308777},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.4624391496181488},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4512535333633423},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.44023212790489197},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3803965449333191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33167359232902527},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3239692449569702},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.23768237233161926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21282336115837097},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20987173914909363},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.169244647026062},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.11483436822891235},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08442544937133789},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs10020347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10020347","pdf_url":"https://www.mdpi.com/2072-4292/10/2/347/pdf?version=1519455746","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:circle.library.ubc.ca:2429/70845","is_oa":true,"landing_page_url":"http://hdl.handle.net/2429/70845","pdf_url":null,"source":{"id":"https://openalex.org/S4377196297","display_name":"cIRcle (University of British Columbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141945490","host_organization_name":"University of British Columbia","host_organization_lineage":["https://openalex.org/I141945490"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:57b117fb0f3946eda0099a57cf90c60c","is_oa":true,"landing_page_url":"https://doaj.org/article/57b117fb0f3946eda0099a57cf90c60c","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 10, Iss 2, p 347 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/2/347/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10020347","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10020347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10020347","pdf_url":"https://www.mdpi.com/2072-4292/10/2/347/pdf?version=1519455746","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":0.7599999904632568,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313402","display_name":"Alberta Agriculture and Forestry","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2793563559.pdf","grobid_xml":"https://content.openalex.org/works/W2793563559.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W84227776","https://openalex.org/W1930004075","https://openalex.org/W1939619463","https://openalex.org/W1979293562","https://openalex.org/W1991142002","https://openalex.org/W1993675552","https://openalex.org/W1996263757","https://openalex.org/W1999601230","https://openalex.org/W2000552749","https://openalex.org/W2001323817","https://openalex.org/W2028901390","https://openalex.org/W2031419936","https://openalex.org/W2091939427","https://openalex.org/W2093082656","https://openalex.org/W2100165672","https://openalex.org/W2109850379","https://openalex.org/W2122450383","https://openalex.org/W2130464813","https://openalex.org/W2131121992","https://openalex.org/W2139053550","https://openalex.org/W2159352923","https://openalex.org/W2180526376","https://openalex.org/W2215335810","https://openalex.org/W2302803999","https://openalex.org/W2395179641","https://openalex.org/W2482464033","https://openalex.org/W2495260571","https://openalex.org/W2523609223","https://openalex.org/W2523940231","https://openalex.org/W2536614239","https://openalex.org/W2543009020","https://openalex.org/W2574938772","https://openalex.org/W2595526652","https://openalex.org/W2614755262","https://openalex.org/W2618882524","https://openalex.org/W2767028507","https://openalex.org/W2790349426","https://openalex.org/W4237365965","https://openalex.org/W4297969572","https://openalex.org/W6603383834","https://openalex.org/W6640443573","https://openalex.org/W6679732833"],"related_works":["https://openalex.org/W2969134726","https://openalex.org/W2091615206","https://openalex.org/W2967590874","https://openalex.org/W2339895499","https://openalex.org/W2118787874","https://openalex.org/W2015378821","https://openalex.org/W4236226448","https://openalex.org/W7508781","https://openalex.org/W2475090620","https://openalex.org/W2537499819"],"abstract_inverted_index":{"The":[0,30,94,138,214,226,264],"increasing":[1],"availability":[2,31],"of":[3,32,193,216,232],"highly":[4],"detailed":[5],"three-dimensional":[6,61],"remotely-sensed":[7],"data":[8,33,192],"depicting":[9],"forests,":[10],"including":[11],"airborne":[12],"laser":[13],"scanning":[14],"(ALS)":[15],"and":[16,36,49,68,85,111,118,155,208,242,248,254,258,289],"digital":[17],"aerial":[18],"photogrammetric":[19],"(DAP)":[20],"approaches,":[21],"provides":[22,270],"a":[23,172],"means":[24],"for":[25,115,135,238,250,260],"improving":[26],"stand":[27],"dynamics":[28],"information.":[29,93],"from":[34,66,70],"ALS":[35,67],"DAP":[37],"has":[38],"stimulated":[39],"attempts":[40],"to":[41,89,100,128,283],"link":[42],"these":[43],"datasets":[44,64],"with":[45,171,198],"conventional":[46],"forestry":[47],"growth":[48,181,276],"yield":[50,126,173,187],"models.":[51],"In":[52],"this":[53,268],"study,":[54],"we":[55],"demonstrated":[56],"an":[57,179],"approach":[58,96,194,206,236,265],"whereby":[59],"two":[60,79,136],"point":[62],"cloud":[63],"(one":[65],"one":[69],"DAP),":[71],"acquired":[72],"over":[73],"the":[74,150,167,186,190,222,280],"same":[75],"forest":[76,91,287],"stands,":[77],"at":[78],"points":[80],"in":[81,235,267],"time":[82],"(circa":[83],"2008":[84],"2015),":[86],"were":[87,163,196,210],"used":[88,99,141],"derive":[90],"inventory":[92],"area-based":[95],"(ABA)":[97],"was":[98,219,244],"predict":[101],"top":[102],"height":[103],"(H),":[104],"basal":[105],"area":[106],"(BA),":[107],"total":[108],"volume":[109],"(V),":[110],"stem":[112],"density":[113],"(N)":[114],"Time":[116,119],"1":[117,207],"2":[120,195,209,237],"(T1,":[121],"T2).":[122],"We":[123],"assigned":[124],"individual":[125],"curves":[127,162,188],"20":[129,131],"\u00d7":[130],"m":[132],"grid":[133],"cells":[134],"scenarios.":[137],"first":[139],"scenario":[140,152],"T1":[142,154],"estimates":[143,157],"only":[144],"(approach":[145,158],"1,":[146],"single":[147],"date),":[148],"while":[149],"second":[151],"combined":[153],"T2":[156],"2,":[159],"multi-date).":[160],"Yield":[161],"matched":[164,197],"by":[165],"comparing":[166],"predicted":[168,261],"cell-level":[169],"attributes":[170],"curve":[174,217,233],"template":[175],"database":[176],"generated":[177],"using":[178,189,205],"existing":[180],"simulator.":[182],"Results":[183],"indicated":[184],"that":[185,278],"multi-date":[191],"slightly":[199],"higher":[200],"accuracy;":[201],"however,":[202],"projections":[203,277],"derived":[204],"not":[211],"significantly":[212],"different.":[213],"accuracy":[215],"matching":[218,234],"dependent":[220],"on":[221,273],"ABA":[223],"prediction":[224],"error.":[225],"relative":[227],"root":[228],"mean":[229],"squared":[230],"error":[231],"H,":[239],"BA,":[240],"V,":[241],"N,":[243],"18.4,":[245],"11.5,":[246],"25.6,":[247],"27.53%":[249],"observed":[251],"(plot)":[252],"data,":[253,262],"13.2,":[255],"44.6,":[256],"50.4":[257],"112.3%":[259],"respectively.":[263],"presented":[266],"study":[269],"additional":[271],"detail":[272],"sub-stand":[274],"level":[275],"enhances":[279],"information":[281],"available":[282],"inform":[284],"long-term,":[285],"sustainable":[286],"planning":[288],"management.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}