{"id":"https://openalex.org/W4389206258","doi":"https://doi.org/10.3390/rs15235581","title":"Remote Sensing Inversion and Mapping of Typical Forest Stand Age in the Loess Plateau","display_name":"Remote Sensing Inversion and Mapping of Typical Forest Stand Age in the Loess Plateau","publication_year":2023,"publication_date":"2023-11-30","ids":{"openalex":"https://openalex.org/W4389206258","doi":"https://doi.org/10.3390/rs15235581"},"language":"en","primary_location":{"id":"doi:10.3390/rs15235581","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15235581","pdf_url":"https://www.mdpi.com/2072-4292/15/23/5581/pdf?version=1701347411","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/2072-4292/15/23/5581/pdf?version=1701347411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088994802","display_name":"Xiaoping Wang","orcid":"https://orcid.org/0000-0001-6518-673X"},"institutions":[{"id":"https://openalex.org/I4210103541","display_name":"Institute of Soil and Water Conservation","ror":"https://ror.org/013wv8d67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210103541","https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoping Wang","raw_affiliation_strings":["State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064085300","display_name":"Jingming Shi","orcid":"https://orcid.org/0000-0003-0408-8719"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingming Shi","raw_affiliation_strings":["Shandong Cartographic Institute, Jinan 250002, China"],"affiliations":[{"raw_affiliation_string":"Shandong Cartographic Institute, Jinan 250002, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001589308","display_name":"Chenfeng Wang","orcid":"https://orcid.org/0000-0001-6933-471X"},"institutions":[{"id":"https://openalex.org/I4210103541","display_name":"Institute of Soil and Water Conservation","ror":"https://ror.org/013wv8d67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210103541","https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenfeng Wang","raw_affiliation_strings":["State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806229","display_name":"Chao Gao","orcid":"https://orcid.org/0000-0002-3324-4904"},"institutions":[{"id":"https://openalex.org/I4210103541","display_name":"Institute of Soil and Water Conservation","ror":"https://ror.org/013wv8d67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210103541","https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Gao","raw_affiliation_strings":["State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China","institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I89652312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069482268","display_name":"Zhang Fei","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Zhang","raw_affiliation_strings":["College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China"],"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China","institution_ids":["https://openalex.org/I135237710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088994802"],"corresponding_institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I89652312"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.9716,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77539572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"23","first_page":"5581","last_page":"5581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9980000257492065,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.7137097120285034},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.617071270942688},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6164031028747559},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5611626505851746},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5392637848854065},{"id":"https://openalex.org/keywords/loess-plateau","display_name":"Loess plateau","score":0.5192422866821289},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4732549488544464},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.4298505187034607},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.3314117193222046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2209395468235016},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.21908140182495117},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18570494651794434},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1609371304512024},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15006691217422485},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.14534279704093933},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.09693360328674316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.0855729877948761}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.7137097120285034},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.617071270942688},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6164031028747559},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5611626505851746},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5392637848854065},{"id":"https://openalex.org/C2993008072","wikidata":"https://www.wikidata.org/wiki/Q293730","display_name":"Loess plateau","level":2,"score":0.5192422866821289},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4732549488544464},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.4298505187034607},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.3314117193222046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2209395468235016},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.21908140182495117},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18570494651794434},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1609371304512024},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15006691217422485},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.14534279704093933},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.09693360328674316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0855729877948761},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15235581","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15235581","pdf_url":"https://www.mdpi.com/2072-4292/15/23/5581/pdf?version=1701347411","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:4d3414a848444bc889c08873d32a369f","is_oa":true,"landing_page_url":"https://doaj.org/article/4d3414a848444bc889c08873d32a369f","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 23, p 5581 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15235581","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15235581","pdf_url":"https://www.mdpi.com/2072-4292/15/23/5581/pdf?version=1701347411","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","id":"https://metadata.un.org/sdg/15","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3087600298","display_name":null,"funder_award_id":"2452022125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G323962441","display_name":null,"funder_award_id":"2023M732873","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5030940285","display_name":null,"funder_award_id":"2023M","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6156395777","display_name":null,"funder_award_id":"2452022125","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6390873257","display_name":null,"funder_award_id":"42207396","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6774719575","display_name":null,"funder_award_id":"42207396","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8625960145","display_name":null,"funder_award_id":"2023M732873","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389206258.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1537113418","https://openalex.org/W1966205172","https://openalex.org/W1966579847","https://openalex.org/W1973410094","https://openalex.org/W1974101583","https://openalex.org/W1976027422","https://openalex.org/W1977084785","https://openalex.org/W1987139340","https://openalex.org/W1987352360","https://openalex.org/W1997731494","https://openalex.org/W1999091234","https://openalex.org/W2010887926","https://openalex.org/W2018027183","https://openalex.org/W2031446288","https://openalex.org/W2048697945","https://openalex.org/W2052700773","https://openalex.org/W2082472350","https://openalex.org/W2099454382","https://openalex.org/W2112674101","https://openalex.org/W2132926714","https://openalex.org/W2136363079","https://openalex.org/W2136776972","https://openalex.org/W2139490206","https://openalex.org/W2143010534","https://openalex.org/W2144962485","https://openalex.org/W2169567350","https://openalex.org/W2326665389","https://openalex.org/W2442495293","https://openalex.org/W2468458967","https://openalex.org/W2518198314","https://openalex.org/W2566327934","https://openalex.org/W2603028033","https://openalex.org/W2622886757","https://openalex.org/W2762355583","https://openalex.org/W2766146177","https://openalex.org/W2883890464","https://openalex.org/W2924239385","https://openalex.org/W3013882450","https://openalex.org/W3016537533","https://openalex.org/W3031909544","https://openalex.org/W3033650189","https://openalex.org/W3040772547","https://openalex.org/W3122434509","https://openalex.org/W3209261721","https://openalex.org/W4205601356","https://openalex.org/W4324373470","https://openalex.org/W4383118008","https://openalex.org/W4383213949","https://openalex.org/W6778849655","https://openalex.org/W6788372758","https://openalex.org/W7058722867"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4385533602","https://openalex.org/W2377212262","https://openalex.org/W4327748155","https://openalex.org/W2955967599","https://openalex.org/W2549050738","https://openalex.org/W4387208895","https://openalex.org/W2388815296"],"abstract_inverted_index":{"The":[0,84,91,114,214,282],"accuracy":[1,31,209,215,230],"of":[2,18,25,32,44,57,62,71,94,140,164,179,216,231,242,274,277,291,315,323,338],"vegetation":[3,141,145,349],"indices":[4],"(VIs)":[5],"in":[6,21,295,325,351],"estimating":[7],"forest":[8,26,45,73,81,96,107,117,152,200,255,260,280,292,305,317,339],"stand":[9,46,256,261,293,340],"age":[10,47,257,262,322,341],"is":[11,122,128,154,306,329],"significantly":[12],"inadequate":[13],"due":[14],"to":[15,191,287],"insufficient":[16],"consideration":[17,56],"the":[19,22,30,52,58,65,72,104,106,109,111,123,131,217,229,232,243,254,259,272,275,278,289,296,304,316,320,326,336,352],"differences":[20],"physiological":[23,66],"functions":[24],"ecosystems,":[27],"which":[28,267],"limits":[29],"carbon":[33],"sink":[34],"simulation.":[35],"In":[36],"this":[37],"study,":[38],"remote":[39,59],"sensing":[40,60],"inversion":[41],"and":[42,64,68,79,103,119,126,130,151,172,185,198,204,224,299,319],"mapping":[43],"were":[48,189],"carried":[49],"out":[50],"on":[51],"Loess":[53,297,327,353],"Plateau":[54,328],"under":[55],"mechanism":[61],"VIs":[63],"function":[67],"canopy":[69,92,165],"structure":[70],"using":[74,221],"multiple":[75,194],"linear":[76,195,244],"regression":[77,196,245],"(MLR)":[78],"random":[80,199],"(RF)":[82,201],"models.":[83],"main":[85],"conclusions":[86],"are":[87],"as":[88],"follows:":[89],"(1)":[90],"reflectance":[93,139,276],"different":[95],"stands":[97,118,153],"has":[98,206],"a":[99,193],"significant":[100],"change":[101],"pattern,":[102],"older":[105],"stands,":[108],"lower":[110],"NIR":[112],"reflectance.":[113],"relationship":[115,132],"between":[116,133],"red":[120,173,186],"edge":[121,174,187],"most":[124],"significant,":[125],"r":[127],"0.53,":[129],"Simple":[134],"Ratio":[135],"Index":[136,150],"(SR),":[137],"near-infrared":[138],"(NIRv),":[142],"normalized":[143],"difference":[144],"index":[146],"(NDVI),":[147],"Global":[148],"Vegetation":[149],"more":[155],"nonlinear":[156],"than":[157,240,265],"linear.":[158],"(2)":[159],"Principal":[160],"component":[161],"analysis":[162],"(PCA)":[163],"spectral":[166,181],"information":[167,294],"shows":[168],"that":[169,228,241,303],"SR,":[170,183],"NDVI":[171,184],"(B5)":[175,188],"could":[176],"explain":[177],"98%":[178],"all":[180],"information.":[182],"used":[190,286],"construct":[192],"model":[197,218,234,246,284],"algorithm":[202],"model,":[203],"RF":[205,233,283],"high":[207],"estimation":[208],"(R2":[210,235,247],"=":[211,236,248],"0.63).":[212],"(3)":[213],"was":[219,226,238,263,285,301],"evaluated":[220],"reference":[222],"data,":[223],"it":[225,300],"found":[227,302],"0.63)":[237],"higher":[239],"0.61),":[249],"but":[250,343],"both":[251],"models":[252],"underestimated":[253],"when":[258],"greater":[264],"50a,":[266],"may":[268],"be":[269],"caused":[270],"by":[271,308],"saturation":[273],"old":[279],"canopy.":[281],"generate":[288],"dataset":[290],"Plateau,":[298],"dominated":[307],"young":[309],"forests":[310,324],"(&lt;20a),":[311],"accounting":[312],"for":[313,348],"38.26%":[314],"area,":[318],"average":[321],"56.1a.":[330],"This":[331],"study":[332],"not":[333],"only":[334],"improves":[335],"method":[337],"estimation,":[342],"also":[344],"provides":[345],"data":[346],"support":[347],"construction":[350],"Plateau.":[354]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
