{"id":"https://openalex.org/W3160966265","doi":"https://doi.org/10.3390/rs13091834","title":"Predicting Height to Crown Base of Larix olgensis in Northeast China Using UAV-LiDAR Data and Nonlinear Mixed Effects Models","display_name":"Predicting Height to Crown Base of Larix olgensis in Northeast China Using UAV-LiDAR Data and Nonlinear Mixed Effects Models","publication_year":2021,"publication_date":"2021-05-08","ids":{"openalex":"https://openalex.org/W3160966265","doi":"https://doi.org/10.3390/rs13091834","mag":"3160966265"},"language":"en","primary_location":{"id":"doi:10.3390/rs13091834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091834","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1834/pdf?version=1620705990","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/2072-4292/13/9/1834/pdf?version=1620705990","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100352310","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0003-1796-3578"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101711704","display_name":"Yuanshuo Hao","orcid":"https://orcid.org/0000-0001-8487-2698"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanshuo Hao","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079939601","display_name":"Faris Rafi Almay Widagdo","orcid":"https://orcid.org/0000-0002-7223-221X"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faris Rafi Almay Widagdo","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011373323","display_name":"Longfei Xie","orcid":"https://orcid.org/0000-0002-0058-7361"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longfei Xie","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008134407","display_name":"Lihu Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lihu Dong","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090473857","display_name":"Fengri Li","orcid":"https://orcid.org/0000-0002-4058-769X"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengri Li","raw_affiliation_strings":["Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008134407"],"corresponding_institution_ids":["https://openalex.org/I47689461"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.5508,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.80216378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"13","issue":"9","first_page":"1834","last_page":"1834"},"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":0.9998999834060669,"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":0.996999979019165,"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/lidar","display_name":"Lidar","score":0.679035484790802},{"id":"https://openalex.org/keywords/larch","display_name":"Larch","score":0.6443169116973877},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6297476887702942},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5517879128456116},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.5025005340576172},{"id":"https://openalex.org/keywords/crown","display_name":"Crown (dentistry)","score":0.48597845435142517},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.4428974390029907},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.396598219871521},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3643606901168823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29274022579193115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23982959985733032},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12968921661376953},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0965890884399414}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.679035484790802},{"id":"https://openalex.org/C2778551664","wikidata":"https://www.wikidata.org/wiki/Q25618","display_name":"Larch","level":2,"score":0.6443169116973877},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6297476887702942},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5517879128456116},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.5025005340576172},{"id":"https://openalex.org/C2778400979","wikidata":"https://www.wikidata.org/wiki/Q143720","display_name":"Crown (dentistry)","level":2,"score":0.48597845435142517},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4428974390029907},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.396598219871521},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3643606901168823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29274022579193115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23982959985733032},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12968921661376953},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0965890884399414},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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":3,"locations":[{"id":"doi:10.3390/rs13091834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091834","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1834/pdf?version=1620705990","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:f4477d2e95be4aa0913860ed25921819","is_oa":true,"landing_page_url":"https://doaj.org/article/f4477d2e95be4aa0913860ed25921819","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 13, Iss 9, p 1834 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/9/1834/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13091834","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 13; Issue 9; Pages: 1834","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13091834","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091834","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1834/pdf?version=1620705990","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":0.6899999976158142,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G4094254892","display_name":null,"funder_award_id":"2017YFD0600402","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6753434241","display_name":null,"funder_award_id":"2572020DR03","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3160966265.pdf","grobid_xml":"https://content.openalex.org/works/W3160966265.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W15349034","https://openalex.org/W119738481","https://openalex.org/W1496824059","https://openalex.org/W1797672601","https://openalex.org/W1965465712","https://openalex.org/W1970535395","https://openalex.org/W1974101583","https://openalex.org/W1983818779","https://openalex.org/W1993147091","https://openalex.org/W1994585903","https://openalex.org/W1997851065","https://openalex.org/W2007180367","https://openalex.org/W2018985705","https://openalex.org/W2025720670","https://openalex.org/W2030073374","https://openalex.org/W2032882229","https://openalex.org/W2038226208","https://openalex.org/W2042814090","https://openalex.org/W2047744778","https://openalex.org/W2057327074","https://openalex.org/W2063091225","https://openalex.org/W2076700149","https://openalex.org/W2076712994","https://openalex.org/W2085197348","https://openalex.org/W2087667361","https://openalex.org/W2097740558","https://openalex.org/W2098919237","https://openalex.org/W2101464256","https://openalex.org/W2103264898","https://openalex.org/W2112742072","https://openalex.org/W2113249705","https://openalex.org/W2123306724","https://openalex.org/W2123844500","https://openalex.org/W2132097058","https://openalex.org/W2150026442","https://openalex.org/W2150440248","https://openalex.org/W2151549592","https://openalex.org/W2152692375","https://openalex.org/W2154539308","https://openalex.org/W2156812474","https://openalex.org/W2165148193","https://openalex.org/W2168423648","https://openalex.org/W2207489776","https://openalex.org/W2224722989","https://openalex.org/W2226682846","https://openalex.org/W2233456439","https://openalex.org/W2277579754","https://openalex.org/W2280788228","https://openalex.org/W2325115425","https://openalex.org/W2328228927","https://openalex.org/W2436494909","https://openalex.org/W2467701505","https://openalex.org/W2523353497","https://openalex.org/W2543475316","https://openalex.org/W2556502614","https://openalex.org/W2576700356","https://openalex.org/W2585255211","https://openalex.org/W2602986670","https://openalex.org/W2614064565","https://openalex.org/W2740121437","https://openalex.org/W2742478052","https://openalex.org/W2757142005","https://openalex.org/W2765686626","https://openalex.org/W2783668796","https://openalex.org/W2792295653","https://openalex.org/W2800264855","https://openalex.org/W2805687669","https://openalex.org/W2806946026","https://openalex.org/W2883198559","https://openalex.org/W2884197231","https://openalex.org/W2890289740","https://openalex.org/W2920998379","https://openalex.org/W2922356876","https://openalex.org/W2997685398","https://openalex.org/W3004564243","https://openalex.org/W3013872530","https://openalex.org/W3028715057","https://openalex.org/W3038207364","https://openalex.org/W3115558586","https://openalex.org/W3127126797","https://openalex.org/W4301264390","https://openalex.org/W4399568367","https://openalex.org/W6605007122","https://openalex.org/W6655214239","https://openalex.org/W6671724491","https://openalex.org/W6727755562","https://openalex.org/W6747597300","https://openalex.org/W6760416118"],"related_works":["https://openalex.org/W2091479930","https://openalex.org/W2393783382","https://openalex.org/W186410268","https://openalex.org/W4285408060","https://openalex.org/W2523712895","https://openalex.org/W2309010245","https://openalex.org/W2026517769","https://openalex.org/W2378854023","https://openalex.org/W2806191822","https://openalex.org/W5722143"],"abstract_inverted_index":{"As":[0],"a":[1,16,46,122],"core":[2],"content":[3],"of":[4,22,32,80,131],"forest":[5,23,76],"management,":[6],"the":[7,20,81,91,96,108,113,118,166,178,188,206],"height":[8],"to":[9,44,117,151,203],"crown":[10],"base":[11,119],"(HCB)":[12],"model":[13,102,110,148,198],"can":[14],"provide":[15,200],"theoretical":[17],"basis":[18],"for":[19,74,101,146,209],"study":[21],"growth":[24],"and":[25,65,87,95,126,133,140,155,170,187],"yield.":[26],"In":[27,136],"this":[28],"study,":[29],"8364":[30],"trees":[31,160,169,173],"Larix":[33],"olgensis":[34],"within":[35],"118":[36],"sample":[37],"plots":[38],"from":[39,58],"11":[40],"sites":[41],"were":[42,56,93,144],"measured":[43],"establish":[45],"two-level":[47],"nonlinear":[48],"mixed":[49],"effect":[50],"(NLME)":[51],"HCB":[52,92,197],"model.":[53],"All":[54],"predictors":[55],"derived":[57],"an":[59],"unmanned":[60],"aerial":[61],"vehicle":[62],"light":[63],"detection":[64],"ranging":[66],"(UAV-LiDAR)":[67],"laser":[68],"scanning":[69],"system,":[70],"which":[71],"is":[72],"reliable":[73],"extensive":[75],"measurement.":[77],"The":[78,104,194],"effects":[79],"different":[82,152],"individual":[83],"trees,":[84],"stand":[85],"factors,":[86],"their":[88],"combinations":[89],"on":[90],"analyzed,":[94],"leave-one-site-out":[97],"cross-validation":[98],"was":[99,176],"utilized":[100],"validation.":[103],"results":[105],"showed":[106],"that":[107],"NLME":[109,147],"significantly":[111],"improved":[112],"prediction":[114,153],"accuracy":[115,156,190],"compared":[116],"model,":[120],"with":[121],"mean":[123,128],"absolute":[124,129],"error":[125,130],"relative":[127],"0.89%":[132],"9.71%,":[134],"respectively.":[135],"addition,":[137],"both":[138,184],"site-level":[139],"plot-level":[141],"sampling":[142],"strategies":[143],"simulated":[145],"calibration.":[149],"According":[150],"scale":[154],"requirements,":[157],"selecting":[158,165],"15":[159],"randomly":[161],"per":[162,174],"site":[163],"or":[164],"three":[167,171],"largest":[168],"medium-size":[172],"plot":[175],"considered":[177],"most":[179],"favorable":[180],"option,":[181],"especially":[182],"when":[183],"investigations":[185],"cost":[186],"model\u2019s":[189],"are":[191],"primarily":[192],"considered.":[193],"newly":[195],"established":[196],"will":[199],"valuable":[201],"tools":[202],"effectively":[204],"utilize":[205],"UAV-LiDAR":[207],"data":[208],"facilitating":[210],"decision":[211],"making":[212],"in":[213],"larch":[214],"plantations":[215],"management.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2021-05-24T00:00:00"}