{"id":"https://openalex.org/W4401641925","doi":"https://doi.org/10.3390/f15081440","title":"Estimation of the Aboveground Carbon Storage of Dendrocalamus giganteus Based on Spaceborne Lidar Co-Kriging","display_name":"Estimation of the Aboveground Carbon Storage of Dendrocalamus giganteus Based on Spaceborne Lidar Co-Kriging","publication_year":2024,"publication_date":"2024-08-15","ids":{"openalex":"https://openalex.org/W4401641925","doi":"https://doi.org/10.3390/f15081440"},"language":"en","primary_location":{"id":"doi:10.3390/f15081440","doi":"https://doi.org/10.3390/f15081440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/f15081440","pdf_url":"https://www.mdpi.com/1999-4907/15/8/1440/pdf","source":{"id":"https://openalex.org/S71324801","display_name":"Forests","issn_l":"1999-4907","issn":["1999-4907"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Forests","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4907/15/8/1440/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102551078","display_name":"Huanfen Yang","orcid":"https://orcid.org/0009-0003-9404-234X","observed_orcids":["https://orcid.org/0009-0003-9404-234X"]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanfen Yang","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":"https://orcid.org/0009-0003-9404-234X","affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104423337","display_name":"Zhen Qin","orcid":"https://orcid.org/0009-0006-6263-0827","observed_orcids":["https://orcid.org/0009-0006-6263-0827"]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Qin","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":"https://orcid.org/0009-0006-6263-0827","affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040077315","display_name":"Qingtai Shu","orcid":"https://orcid.org/0000-0002-7425-1158","observed_orcids":["https://orcid.org/0000-0002-7425-1158"]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingtai Shu","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":"https://orcid.org/0000-0002-7425-1158","affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450795","display_name":"Lei Xi","orcid":"https://orcid.org/0000-0002-4089-530X","observed_orcids":["https://orcid.org/0000-0002-4089-530X"]},"institutions":[{"id":"https://openalex.org/I4210128615","display_name":"Chinese Academy of Forestry","ror":"https://ror.org/0360dkv71","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210128615","https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I4210154093","display_name":"Institute of Desertification Studies","ror":"https://ror.org/00xymz606","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210128615","https://openalex.org/I4210134523","https://openalex.org/I4210154093"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Xi","raw_affiliation_strings":["Institute of Desertification Studies, Chinese Academy of Forestry, Beijing 100091, China"],"raw_orcid":"https://orcid.org/0000-0002-4089-530X","affiliations":[{"raw_affiliation_string":"Institute of Desertification Studies, Chinese Academy of Forestry, Beijing 100091, China","institution_ids":["https://openalex.org/I4210128615","https://openalex.org/I4210154093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105297681","display_name":"Cuifen Xia","orcid":"https://orcid.org/0009-0004-5467-8797","observed_orcids":["https://orcid.org/0009-0004-5467-8797"]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuifen Xia","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101239707","display_name":"Zaikun Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaikun Wu","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658590","display_name":"Mingxing Wang","orcid":"https://orcid.org/0000-0003-0973-0790","observed_orcids":["https://orcid.org/0000-0003-0973-0790"]},"institutions":[{"id":"https://openalex.org/I25399270","display_name":"Southwest Forestry University","ror":"https://ror.org/03dfa9f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I25399270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxing Wang","raw_affiliation_strings":["College of Forestry, Southwest Forestry University, Kunming 650224, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Forestry, Southwest Forestry University, Kunming 650224, China","institution_ids":["https://openalex.org/I25399270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083396853","display_name":"Dandan Duan","orcid":"https://orcid.org/0000-0003-4297-7269","observed_orcids":["https://orcid.org/0000-0003-4297-7269"]},"institutions":[{"id":"https://openalex.org/I4210146959","display_name":"Beijing Academy of Agriculture and Forestry Sciences","ror":"https://ror.org/04trzn023","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210146959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dandan Duan","raw_affiliation_strings":["Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China","institution_ids":["https://openalex.org/I4210146959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040077315"],"corresponding_institution_ids":["https://openalex.org/I25399270"],"apc_list":{"value":2600,"currency":"CHF","value_usd":2955},"apc_paid":{"value":2600,"currency":"CHF","value_usd":2955},"fwci":1.3989,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78192112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"15","issue":"8","first_page":"1440","last_page":"1440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/aboveground-carbon-storage","display_name":"aboveground carbon storage","score":0.9520000219345093},{"id":"https://openalex.org/keywords/dendrocalamus-giganteus","display_name":"Dendrocalamus giganteus","score":0.9570000171661377},{"id":"https://openalex.org/keywords/bamboo-forest","display_name":"bamboo forest","score":0.9120000004768372},{"id":"https://openalex.org/keywords/spaceborne-lidar","display_name":"spaceborne lidar","score":0.8199999928474426},{"id":"https://openalex.org/keywords/gedi","display_name":"GEDI","score":0.9179999828338623},{"id":"https://openalex.org/keywords/cokriging","display_name":"cokriging","score":0.9340000152587891},{"id":"https://openalex.org/keywords/stacking-regression","display_name":"stacking regression","score":0.6269999742507935},{"id":"https://openalex.org/keywords/carbon-sequestration","display_name":"carbon sequestration","score":0.6439999938011169},{"id":"https://openalex.org/keywords/forest-carbon-estimation","display_name":"forest carbon estimation","score":0.44200000166893005},{"id":"https://openalex.org/keywords/semivariogram-models","display_name":"semivariogram models","score":0.6470000147819519},{"id":"https://openalex.org/keywords/landsat-9","display_name":"Landsat 9","score":0.6589999794960022},{"id":"https://openalex.org/keywords/aboveground-biomass-mapping","display_name":"aboveground biomass mapping","score":0.48399999737739563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.33899998664855957}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7076760530471802},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6582441329956055},{"id":"https://openalex.org/C6939412","wikidata":"https://www.wikidata.org/wiki/Q167751","display_name":"Carbon cycle","level":3,"score":0.5885046720504761},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5373268723487854},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5369135737419128},{"id":"https://openalex.org/C142804171","wikidata":"https://www.wikidata.org/wiki/Q4930066","display_name":"Blue carbon","level":4,"score":0.5340273380279541},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.512367844581604},{"id":"https://openalex.org/C2778704284","wikidata":"https://www.wikidata.org/wiki/Q670887","display_name":"Bamboo","level":2,"score":0.4652024209499359},{"id":"https://openalex.org/C22884784","wikidata":"https://www.wikidata.org/wiki/Q15305550","display_name":"Carbon sequestration","level":3,"score":0.46342551708221436},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.3526586592197418},{"id":"https://openalex.org/C530467964","wikidata":"https://www.wikidata.org/wiki/Q1997","display_name":"Carbon dioxide","level":2,"score":0.3192279040813446},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22919237613677979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20068418979644775},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.16214045882225037},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.15875297784805298},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07620412111282349},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/f15081440","doi":"https://doi.org/10.3390/f15081440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/f15081440","pdf_url":"https://www.mdpi.com/1999-4907/15/8/1440/pdf","source":{"id":"https://openalex.org/S71324801","display_name":"Forests","issn_l":"1999-4907","issn":["1999-4907"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Forests","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/f15081440","doi":"https://doi.org/10.3390/f15081440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/f15081440","pdf_url":"https://www.mdpi.com/1999-4907/15/8/1440/pdf","source":{"id":"https://openalex.org/S71324801","display_name":"Forests","issn_l":"1999-4907","issn":["1999-4907"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Forests","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"},{"score":0.8518999814987183,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1956469828","display_name":null,"funder_award_id":"ICESat-2","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G4246228960","display_name":"\u57fa\u4e8eLiDAR\u548cMERSI\u6570\u636e\u6ec7\u897f\u5317\u4e54\u6728\u751f\u7269\u91cf\u53cd\u6f14\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"31460194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7996290687","display_name":"\u751f\u6001\u8106\u5f31\u533a\u5178\u578b\u68ee\u6797\u751f\u6001\u7cfb\u7edf\u751f\u5316\u53c2\u6570\u9ad8\u5149\u8c31\u9065\u611f\u53cd\u6f14\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"31860205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401641925.pdf","grobid_xml":"https://content.openalex.org/works/W4401641925.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W72976824","https://openalex.org/W137769447","https://openalex.org/W1250998135","https://openalex.org/W1978642993","https://openalex.org/W2012519352","https://openalex.org/W2070018446","https://openalex.org/W2092402579","https://openalex.org/W2107474547","https://openalex.org/W2261059368","https://openalex.org/W2386214958","https://openalex.org/W2416310637","https://openalex.org/W2419617331","https://openalex.org/W2748022024","https://openalex.org/W2888342353","https://openalex.org/W2902970016","https://openalex.org/W2906586493","https://openalex.org/W2914369697","https://openalex.org/W2921526793","https://openalex.org/W2932477389","https://openalex.org/W3033817632","https://openalex.org/W3091428573","https://openalex.org/W3107126542","https://openalex.org/W3111227849","https://openalex.org/W3171705516","https://openalex.org/W3178577652","https://openalex.org/W3183484104","https://openalex.org/W3196466396","https://openalex.org/W3205462867","https://openalex.org/W4200035802","https://openalex.org/W4205418362","https://openalex.org/W4205698403","https://openalex.org/W4205917575","https://openalex.org/W4206160173","https://openalex.org/W4214772877","https://openalex.org/W4293206866","https://openalex.org/W4296126379","https://openalex.org/W4306398684","https://openalex.org/W4308127287","https://openalex.org/W4309002779","https://openalex.org/W4313508380","https://openalex.org/W4366987510","https://openalex.org/W4386255440","https://openalex.org/W4386410571","https://openalex.org/W4389459364","https://openalex.org/W4399635418"],"related_works":["https://openalex.org/W4415137412","https://openalex.org/W4406172026","https://openalex.org/W4410611098","https://openalex.org/W4413274826","https://openalex.org/W4412893024","https://openalex.org/W4385273611","https://openalex.org/W4406787884","https://openalex.org/W281881950","https://openalex.org/W7081996870","https://openalex.org/W7165034695"],"abstract_inverted_index":{"Bamboo":[0],"forests,":[1],"as":[2,13,41,52,302],"some":[3],"of":[4,8,58,104,155,209,217,225,248,266,288,295,327],"the":[5,42,102,153,210,218,222,226,260,263,270,322],"integral":[6],"components":[7],"forest":[9,63],"ecosystems,":[10],"have":[11],"emerged":[12],"focal":[14],"points":[15],"in":[16],"forestry":[17],"research":[18],"due":[19],"to":[20,149,215],"their":[21],"rapid":[22],"growth":[23],"and":[24,37,49,78,112,131,142,168,172,184,201,232,291,312,317,325],"substantial":[25],"carbon":[26,87],"sequestration":[27],"capacities.":[28],"In":[29],"this":[30],"paper,":[31],"satellite-borne":[32],"lidar":[33],"data":[34,51],"from":[35,170,186,203],"GEDI":[36,211,231,311],"ICESat-2/ATLAS":[38,219,233,313],"are":[39],"utilized":[40],"main":[43],"information":[44],"sources,":[45],"with":[46,55,166,179,199,284],"Landsat":[47],"9":[48],"DEM":[50],"covariates,":[53],"combined":[54],"51":[56],"pieces":[57],"ground-measured":[59],"data.":[60],"Using":[61],"random":[62],"regression":[64,67,80],"(RFR),":[65],"boosted":[66],"tree":[68],"(BRT),":[69],"k-nearest":[70],"neighbor":[71],"(KNN),":[72],"Cubist,":[73],"extreme":[74],"gradient":[75],"boosting":[76],"(XGBoost),":[77],"Stacking-ridge":[79],"(RR)":[81],"machine":[82],"learning":[83],"methods,":[84],"an":[85,159,175],"aboveground":[86],"(AGC)":[88],"storage":[89],"model":[90,98,212,251],"was":[91,213,244,273,281],"constructed":[92],"at":[93],"a":[94,191,285,292,303],"regional":[95],"scale.":[96],"The":[97,117,122,206,278],"evaluation":[99],"indices":[100],"were":[101,133,144],"coefficient":[103],"determination":[105],"(R2),":[106],"root":[107],"mean":[108],"square":[109],"error":[110],"(RMSE),":[111],"overall":[113],"estimation":[114,207,223],"accuracy":[115,208,224],"(P).":[116],"results":[118],"showed":[119,158,174,190],"that":[120,216,247],"(1)":[121],"best-fit":[123],"semivariogram":[124],"models":[125],"for":[126,138,305,321],"cdem,":[127],"fdem,":[128],"fndvi,":[129],"pdem,":[130],"andvi":[132],"Gaussian":[134],"models,":[135],"while":[136],"those":[137],"h1b7,":[139,181],"h2b7,":[140,182],"h3b7,":[141,183],"h4b7":[143,185],"spherical":[145],"models;":[146],"(2)":[147],"According":[148],"Pearson":[150],"correlation":[151,162,178,193],"analysis,":[152],"AGC":[154,189,265,280],"Dendrocalamus":[156,267,328],"giganteus":[157,268],"extremely":[160,176],"significant":[161,177,192],"(p":[163],"<":[164,195,197],"0.01)":[165],"cdem":[167],"pdem":[169],"GEDI,":[171],"also":[173],"andvi,":[180],"ICESat-2/ATLAS;":[187],"moreover,":[188],"(0.01":[194],"p":[196,241],"0.05)":[198],"fdem":[200],"fndvi":[202],"GEDI;":[204],"(3)":[205],"superior":[214],"model;":[220],"additionally,":[221],"Stacking-RR":[227,261],"model,":[228,262],"which":[229],"integrates":[230],"(R2":[234],"=":[235,238,242],"0.92,":[236],"RMSE":[237],"5.73":[239],"Mg/ha,":[240,283],"86.19%),":[243],"better":[245],"than":[246],"any":[249],"single":[250],"(XGBoost,":[252],"RFR,":[253],"BRT,":[254],"KNN,":[255],"Cubist);":[256],"(4)":[257],"Based":[258],"on":[259],"estimated":[264],"within":[269],"study":[271],"area":[272],"1.02":[274],"\u00d7":[275],"107":[276],"Mg.":[277],"average":[279],"43.61":[282],"maximum":[286],"value":[287,294],"76.43":[289],"Mg/ha":[290],"minimum":[293],"15.52":[296],"Mg/ha.":[297],"This":[298],"achievement":[299],"can":[300],"serve":[301],"reference":[304],"estimating":[306],"other":[307],"bamboo":[308],"species":[309],"using":[310],"remote":[314],"sensing":[315],"technologies":[316],"provide":[318],"decision":[319],"support":[320],"scientific":[323],"operation":[324],"management":[326],"giganteus.":[329]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-08-17T00:00:00"}
