{"id":"https://openalex.org/W4282569215","doi":"https://doi.org/10.3390/rs14122743","title":"Improved Object-Based Estimation of Forest Aboveground Biomass by Integrating LiDAR Data from GEDI and ICESat-2 with Multi-Sensor Images in a Heterogeneous Mountainous Region","display_name":"Improved Object-Based Estimation of Forest Aboveground Biomass by Integrating LiDAR Data from GEDI and ICESat-2 with Multi-Sensor Images in a Heterogeneous Mountainous Region","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4282569215","doi":"https://doi.org/10.3390/rs14122743"},"language":"en","primary_location":{"id":"doi:10.3390/rs14122743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122743","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2743/pdf?version=1654694546","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/2072-4292/14/12/2743/pdf?version=1654694546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100443778","display_name":"Lin Chen","orcid":"https://orcid.org/0000-0002-9270-1626"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Chen","raw_affiliation_strings":["Institute of Remote Sensing and Earth Sciences, Hangzhou Normal University, Zhejiang Provincial Key Laboratory of Urban Wetlands and Regional Change, Hangzhou 311121, China"],"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Earth Sciences, Hangzhou Normal University, Zhejiang Provincial Key Laboratory of Urban Wetlands and Regional Change, Hangzhou 311121, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083855889","display_name":"Chunying Ren","orcid":"https://orcid.org/0000-0001-8798-3449"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunying Ren","raw_affiliation_strings":["Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015819833","display_name":"Guangdao Bao","orcid":"https://orcid.org/0000-0002-3229-5769"},"institutions":[{"id":"https://openalex.org/I4210156294","display_name":"Jilin Provincial Academy of Forestry Science","ror":"https://ror.org/05jfw1444","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210156294"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangdao Bao","raw_affiliation_strings":["Jilin Provincial Academy of Forestry Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Jilin Provincial Academy of Forestry Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210156294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101848942","display_name":"Bai Zhang","orcid":"https://orcid.org/0000-0001-8735-6218"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bai Zhang","raw_affiliation_strings":["Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073496971","display_name":"Zongming Wang","orcid":"https://orcid.org/0000-0002-9865-8235"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongming Wang","raw_affiliation_strings":["Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China","National Earth System Science Data Center, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Earth System Science Data Center, Beijing 100101, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708627","display_name":"Mingyue Liu","orcid":"https://orcid.org/0000-0002-0503-3544"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyue Liu","raw_affiliation_strings":["Hebei Key Laboratory of Mining Development and Security Technology, Hebei Industrial Technology Institute of Mine Ecological Remediation, College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Mining Development and Security Technology, Hebei Industrial Technology Institute of Mine Ecological Remediation, College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023199935","display_name":"Weidong Man","orcid":"https://orcid.org/0000-0003-1960-1976"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Man","raw_affiliation_strings":["Hebei Key Laboratory of Mining Development and Security Technology, Hebei Industrial Technology Institute of Mine Ecological Remediation, College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China"],"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Mining Development and Security Technology, Hebei Industrial Technology Institute of Mine Ecological Remediation, College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101442930","display_name":"Jiafu Liu","orcid":"https://orcid.org/0000-0003-1223-2530"},"institutions":[{"id":"https://openalex.org/I149240348","display_name":"Jilin Normal University","ror":"https://ror.org/00xtsag93","country_code":"CN","type":"education","lineage":["https://openalex.org/I149240348"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Liu","raw_affiliation_strings":["College of Tourism and Geographic Sciences, Jilin Normal University, Siping 136000, China"],"affiliations":[{"raw_affiliation_string":"College of Tourism and Geographic Sciences, Jilin Normal University, Siping 136000, China","institution_ids":["https://openalex.org/I149240348"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5083855889"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210101301"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.2891,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.92591101,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"14","issue":"12","first_page":"2743","last_page":"2743"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9908999800682068,"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/lidar","display_name":"Lidar","score":0.8804217576980591},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.767582893371582},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5082113742828369},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4976983368396759},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.4371185004711151},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4260942041873932},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.41105684638023376},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41069674491882324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.362345814704895},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2657667398452759},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.14661109447479248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11042183637619019},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1016465425491333}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.8804217576980591},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.767582893371582},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5082113742828369},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4976983368396759},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.4371185004711151},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4260942041873932},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.41105684638023376},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41069674491882324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.362345814704895},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2657667398452759},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.14661109447479248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11042183637619019},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1016465425491333},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14122743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122743","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2743/pdf?version=1654694546","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:68f551d3285f4341bcae94bd8ad7b3d6","is_oa":true,"landing_page_url":"https://doaj.org/article/68f551d3285f4341bcae94bd8ad7b3d6","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 14, Iss 12, p 2743 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/12/2743/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14122743","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 12; Pages: 2743","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14122743","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14122743","pdf_url":"https://www.mdpi.com/2072-4292/14/12/2743/pdf?version=1654694546","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":[{"id":"https://metadata.un.org/sdg/12","score":0.4399999976158142,"display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G1033334682","display_name":null,"funder_award_id":"41977411","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G191579494","display_name":null,"funder_award_id":"LQ22D010001","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/G2372110493","display_name":null,"funder_award_id":"D2019209317","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2597775472","display_name":null,"funder_award_id":"21013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3137024518","display_name":null,"funder_award_id":"4085C50220204092","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/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4133174517","display_name":null,"funder_award_id":"201920","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5919176481","display_name":null,"funder_award_id":"42171367","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6574557719","display_name":null,"funder_award_id":"LQ22D010001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G663375082","display_name":null,"funder_award_id":"2021C044-9","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8766880195","display_name":null,"funder_award_id":"42101323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G96616661","display_name":null,"funder_award_id":"210132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282569215.pdf","grobid_xml":"https://content.openalex.org/works/W4282569215.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W262856817","https://openalex.org/W1179448114","https://openalex.org/W1964262728","https://openalex.org/W2008821480","https://openalex.org/W2012519352","https://openalex.org/W2047120335","https://openalex.org/W2050038074","https://openalex.org/W2050269337","https://openalex.org/W2051707213","https://openalex.org/W2054581021","https://openalex.org/W2077116289","https://openalex.org/W2088854144","https://openalex.org/W2097993678","https://openalex.org/W2130287574","https://openalex.org/W2133920545","https://openalex.org/W2142396834","https://openalex.org/W2162298841","https://openalex.org/W2266591399","https://openalex.org/W2409620547","https://openalex.org/W2423504524","https://openalex.org/W2473365506","https://openalex.org/W2478657370","https://openalex.org/W2488801609","https://openalex.org/W2557117995","https://openalex.org/W2566443599","https://openalex.org/W2575787230","https://openalex.org/W2600603483","https://openalex.org/W2614994318","https://openalex.org/W2615125659","https://openalex.org/W2686342419","https://openalex.org/W2729324608","https://openalex.org/W2765708932","https://openalex.org/W2766600786","https://openalex.org/W2768035654","https://openalex.org/W2772365113","https://openalex.org/W2782528643","https://openalex.org/W2793604031","https://openalex.org/W2795982079","https://openalex.org/W2801032191","https://openalex.org/W2804758754","https://openalex.org/W2830376363","https://openalex.org/W2891644512","https://openalex.org/W2891746825","https://openalex.org/W2901674962","https://openalex.org/W2901843700","https://openalex.org/W2904653726","https://openalex.org/W2906751493","https://openalex.org/W2909371749","https://openalex.org/W2911554154","https://openalex.org/W2911611461","https://openalex.org/W2912041037","https://openalex.org/W2913005708","https://openalex.org/W2914540485","https://openalex.org/W2920655408","https://openalex.org/W2922009680","https://openalex.org/W2928790886","https://openalex.org/W2945750834","https://openalex.org/W2946896775","https://openalex.org/W2963007286","https://openalex.org/W2965977570","https://openalex.org/W2980571983","https://openalex.org/W2983286147","https://openalex.org/W2985495555","https://openalex.org/W2996600411","https://openalex.org/W3003509779","https://openalex.org/W3009288410","https://openalex.org/W3014417423","https://openalex.org/W3021807464","https://openalex.org/W3033650189","https://openalex.org/W3039303458","https://openalex.org/W3039797375","https://openalex.org/W3046162644","https://openalex.org/W3091351203","https://openalex.org/W3094643344","https://openalex.org/W3111227849","https://openalex.org/W3144125218","https://openalex.org/W3147631320","https://openalex.org/W3159553016","https://openalex.org/W6602417957","https://openalex.org/W6722717095","https://openalex.org/W6730045413","https://openalex.org/W6750318817","https://openalex.org/W6756724383","https://openalex.org/W6758919689","https://openalex.org/W6769731066","https://openalex.org/W6778849655","https://openalex.org/W6780644654","https://openalex.org/W6784110823","https://openalex.org/W6792785587"],"related_works":["https://openalex.org/W2783354812","https://openalex.org/W4384112194","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W4308259661","https://openalex.org/W2594043982","https://openalex.org/W3036493597","https://openalex.org/W2164484807","https://openalex.org/W2081468532","https://openalex.org/W2186192402"],"abstract_inverted_index":{"Accurate":[0],"and":[1,24,49,56,75,90,109,111,129,136,168,295,307,326,360],"effective":[2],"mapping":[3,102,140,352,370],"of":[4,87,101,113,163,217,285,349],"forest":[5,69,138,310],"aboveground":[6],"biomass":[7,36,316],"(AGB)":[8],"in":[9,93,141,247,329,339,371],"heterogeneous":[10,94,144,340,373],"mountainous":[11,95,145,374],"regions":[12],"is":[13,345],"a":[14,142,154,200,214,346],"huge":[15],"challenge":[16],"but":[17],"an":[18,174,364],"urgent":[19],"demand":[20],"for":[21,134,367],"resource":[22],"managements":[23],"carbon":[25,369],"storage":[26],"monitoring.":[27],"Conventional":[28],"studies":[29],"have":[30],"related":[31],"the":[32,64,72,84,99,148,160,164,187,196,230,236,241,248,252,265,269,275,298,302,320,335,372],"plot-measured":[33],"or":[34],"LiDAR-based":[35],"to":[37,191,195,223,319],"remote":[38],"sensing":[39],"data":[40,51,78,106,356],"using":[41,71,173],"pixel-based":[42,303],"approaches.":[43],"The":[44,183,226,287,322],"object-based":[45,73,137,149,270,288,350],"relationship":[46],"between":[47],"AGB":[48,70,139,208,244,311,351],"multi-source":[50],"from":[52,107,221,324,332,357],"LiDAR,":[53,358],"multi-frequency":[54],"radar,":[55],"optical":[57],"sensors":[58],"were":[59,132,157,171,189,334],"insufficiently":[60],"studied.":[61],"It":[62,203],"deserves":[63],"further":[65],"exploration":[66,348],"that":[67,206,268],"maps":[68],"approach":[74,271,289],"combines":[76],"LiDAR":[77,105,184],"with":[79,213,229,251,277,312],"multi-sensor":[80,197],"images,":[81],"which":[82,362],"has":[83],"smaller":[85],"uncertainty":[86],"positional":[88],"discrepancy":[89],"local":[91],"heterogeneity,":[92],"regions.":[96],"To":[97],"address":[98],"improvement":[100,279],"accuracy,":[103],"satellite":[104,355],"GEDI":[108],"ICEsat-2,":[110],"images":[112],"ALOS-2":[114],"yearly":[115],"mosaic":[116],"L":[117],"band":[118,125],"SAR":[119],"(Synthetic":[120],"Aperture":[121],"Radar),":[122],"Sentinel-1":[123],"C":[124],"SAR,":[126,361],"Sentinel-2":[127],"MSI,":[128,359],"ALOS-1":[130],"DSM":[131,325],"combined":[133],"pixel-":[135],"vital":[143],"forest.":[146],"For":[147],"approach,":[150],"optimized":[151,293],"objects":[152,198],"during":[153],"multiresolution":[155],"segmentation":[156],"acquired":[158],"by":[159,211,264,353],"ESP":[161],"(Estimation":[162],"Scale":[165],"Parameter)":[166],"tool,":[167],"suitable":[169],"predictors":[170,294,338],"selected":[172,291],"algorithm":[175],"named":[176],"VSURF":[177],"(Variable":[178],"Selection":[179],"Using":[180,257],"Random":[181],"Forests).":[182],"variables":[185,327],"at":[186],"footprint-level":[188],"extracted":[190],"connect":[192],"field":[193],"plots":[194],"as":[199],"linear":[201],"bridge.":[202],"was":[204,245,262],"shown":[205],"forests\u2019":[207],"values":[209],"varied":[210],"elevations":[212],"mean":[215,238,243],"value":[216],"142.58":[218],"Mg/ha,":[219],"ranging":[220],"12.61":[222],"514.28":[224],"Mg/ha.":[225],"north":[227],"slope":[228,250],"lowest":[231],"elevation":[232,323],"(<1100":[233],"m)":[234],"had":[235],"largest":[237],"AGB,":[239],"while":[240],"smallest":[242],"located":[246],"south":[249],"altitude":[253],"above":[254],"2000":[255],"m.":[256],"independent":[258],"validation":[259],"samples,":[260],"it":[261],"indicated":[263],"accuracy":[266],"comparison":[267],"performed":[272],"better":[273],"on":[274,281,315],"precision":[276],"relative":[278],"based":[280],"root-mean-square":[282],"errors":[283],"(RIRMSE)":[284],"4.46%.":[286],"also":[290],"more":[292],"markedly":[296],"decreased":[297],"prediction":[299],"time":[300],"than":[301],"analysis.":[304],"Canopy":[305],"cover":[306],"height":[308],"explained":[309],"their":[313],"effects":[314],"varying":[317],"according":[318],"elevation.":[321],"involved":[328],"red-edge":[330],"bands":[331],"MSI":[333],"most":[336],"contributive":[337],"temperate":[341],"forests.":[342,375],"This":[343],"study":[344],"pioneering":[347],"combining":[354],"offers":[363],"improved":[365],"methodology":[366],"regional":[368]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}