{"id":"https://openalex.org/W3185353083","doi":"https://doi.org/10.3390/rs13152892","title":"New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets","display_name":"New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets","publication_year":2021,"publication_date":"2021-07-23","ids":{"openalex":"https://openalex.org/W3185353083","doi":"https://doi.org/10.3390/rs13152892","mag":"3185353083"},"language":"en","primary_location":{"id":"doi:10.3390/rs13152892","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152892","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2892/pdf?version=1627045951","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/2072-4292/13/15/2892/pdf?version=1627045951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085578490","display_name":"Zhongbing Chang","orcid":"https://orcid.org/0000-0003-1470-6939"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongbing Chang","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036105902","display_name":"Sanaa Hobeichi","orcid":"https://orcid.org/0000-0001-6825-3854"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210120769","display_name":"ARC Centre of Excellence for Climate System Science","ror":"https://ror.org/0288wcg94","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I31746571","https://openalex.org/I4210120769","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sanaa Hobeichi","raw_affiliation_strings":["ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","Climate Change Research Centre, University of New South Wales, Sydney, NSW 2052, Australia"],"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I4210120769","https://openalex.org/I31746571"]},{"raw_affiliation_string":"Climate Change Research Centre, University of New South Wales, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057492548","display_name":"Ying\u2010Ping Wang","orcid":"https://orcid.org/0000-0002-4614-6203"},"institutions":[{"id":"https://openalex.org/I1281210470","display_name":"CSIRO Oceans and Atmosphere","ror":"https://ror.org/026nh4520","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1281210470","https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210120769","display_name":"ARC Centre of Excellence for Climate System Science","ror":"https://ror.org/0288wcg94","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I31746571","https://openalex.org/I4210120769","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ying-Ping Wang","raw_affiliation_strings":["ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","CSIRO Oceans and Atmosphere, Aspendale, VIC 3195, Australia"],"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I4210120769","https://openalex.org/I31746571"]},{"raw_affiliation_string":"CSIRO Oceans and Atmosphere, Aspendale, VIC 3195, Australia","institution_ids":["https://openalex.org/I1281210470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101018050","display_name":"Xuli Tang","orcid":"https://orcid.org/0000-0002-4498-9485"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuli Tang","raw_affiliation_strings":["Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031564962","display_name":"Gab Abramowitz","orcid":"https://orcid.org/0000-0002-4205-001X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210120769","display_name":"ARC Centre of Excellence for Climate System Science","ror":"https://ror.org/0288wcg94","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I31746571","https://openalex.org/I4210120769","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gab Abramowitz","raw_affiliation_strings":["ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","Climate Change Research Centre, University of New South Wales, Sydney, NSW 2052, Australia"],"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I4210120769","https://openalex.org/I31746571"]},{"raw_affiliation_string":"Climate Change Research Centre, University of New South Wales, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014232367","display_name":"Chen Yang","orcid":"https://orcid.org/0000-0002-9542-1478"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078180597","display_name":"Nannan Cao","orcid":"https://orcid.org/0000-0002-4311-058X"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nannan Cao","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004783350","display_name":"Mengxiao Yu","orcid":"https://orcid.org/0000-0002-9721-9353"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxiao Yu","raw_affiliation_strings":["Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108116567","display_name":"Huabing Huang","orcid":"https://orcid.org/0000-0001-6253-8437"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huabing Huang","raw_affiliation_strings":["School of Geospatial Engineering and Science, Sun Yat-Sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"School of Geospatial Engineering and Science, Sun Yat-Sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027234207","display_name":"Guoyi Zhou","orcid":"https://orcid.org/0000-0002-5667-7411"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyi Zhou","raw_affiliation_strings":["Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","School of Applied Meteorology, Nanjing University of Information Science & Technology, Nanjing 210044, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]},{"raw_affiliation_string":"School of Applied Meteorology, Nanjing University of Information Science & Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007559009","display_name":"Genxu Wang","orcid":"https://orcid.org/0000-0002-3403-0983"},"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/I4210124748","display_name":"Institute of Mountain Hazards and Environment","ror":"https://ror.org/02z0nsb22","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210124748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genxu Wang","raw_affiliation_strings":["Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China"],"affiliations":[{"raw_affiliation_string":"Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610041, China","institution_ids":["https://openalex.org/I4210124748","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664933","display_name":"Keping Ma","orcid":"https://orcid.org/0000-0001-9112-5340"},"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/I4210158097","display_name":"Institute of Botany","ror":"https://ror.org/05hr3ch11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210158097"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keping Ma","raw_affiliation_strings":["Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China"],"affiliations":[{"raw_affiliation_string":"Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China","institution_ids":["https://openalex.org/I4210158097","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113750877","display_name":"Sheng Du","orcid":"https://orcid.org/0000-0002-5580-399X"},"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/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/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Du","raw_affiliation_strings":["State Key Laboratory of Soil Erosion and Dryland Farming on Loess Plateau, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling 712100, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Soil Erosion and Dryland Farming on Loess Plateau, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling 712100, China","institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I19820366","https://openalex.org/I4210155611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076975160","display_name":"Shenggong Li","orcid":"https://orcid.org/0000-0003-4889-9927"},"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenggong Li","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100876955","display_name":"Shijie Han","orcid":null},"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/I4210110024","display_name":"Institute of Applied Ecology","ror":"https://ror.org/01thb7525","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Han","raw_affiliation_strings":["Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110016, China"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110016, China","institution_ids":["https://openalex.org/I4210110024","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100937848","display_name":"Youxin Ma","orcid":null},"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/I2801454379","display_name":"Xishuangbanna Tropical Botanical Garden","ror":"https://ror.org/02rz58g17","country_code":"CN","type":"archive","lineage":["https://openalex.org/I19820366","https://openalex.org/I2801454379"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youxin Ma","raw_affiliation_strings":["Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla 666303, China"],"affiliations":[{"raw_affiliation_string":"Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla 666303, China","institution_ids":["https://openalex.org/I2801454379","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043940512","display_name":"Jean\u2010Pierre Wigneron","orcid":"https://orcid.org/0000-0001-5345-3618"},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210116558","display_name":"Interaction Sol Plante Atmosph\u00e8re","ror":"https://ror.org/02aswf736","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210091158","https://openalex.org/I4210116558"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Pierre Wigneron","raw_affiliation_strings":["INRAE, UMR1391 ISPA, F-33140 Villenave d\u2019Ornon, France","INRAE, UMR1391 ISPA, F-33140 Villenave d'Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210116558","https://openalex.org/I4210088668"]},{"raw_affiliation_string":"INRAE, UMR1391 ISPA, F-33140 Villenave d'Ornon, France","institution_ids":["https://openalex.org/I4210116558","https://openalex.org/I4210088668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086413296","display_name":"Lei Fan","orcid":"https://orcid.org/0000-0002-1834-5088"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Fan","raw_affiliation_strings":["School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042922619","display_name":"Sassan Saatchi","orcid":"https://orcid.org/0000-0001-8524-4917"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sassan S. Saatchi","raw_affiliation_strings":["Institute of the Environment and Sustainability, University of California, Los Angeles, CA 91109, USA","Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 91109, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064396174","display_name":"Junhua Yan","orcid":"https://orcid.org/0000-0002-9948-2358"},"institutions":[{"id":"https://openalex.org/I4210120696","display_name":"South China Botanical Garden","ror":"https://ror.org/01xqdxh54","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120696"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junhua Yan","raw_affiliation_strings":["Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou 510650, China","institution_ids":["https://openalex.org/I4210120696"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5064396174"],"corresponding_institution_ids":["https://openalex.org/I4210120696"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7333,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.82405178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"13","issue":"15","first_page":"2892","last_page":"2892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9979000091552734,"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/T11880","display_name":"Forest ecology and management","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7150724530220032},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5349503755569458},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.4531666040420532},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.44160717725753784},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35897934436798096},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.32352977991104126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21902120113372803},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09980908036231995},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.0954015851020813},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08582654595375061},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07630616426467896}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7150724530220032},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5349503755569458},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.4531666040420532},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.44160717725753784},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35897934436798096},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.32352977991104126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21902120113372803},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09980908036231995},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0954015851020813},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08582654595375061},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07630616426467896},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs13152892","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152892","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2892/pdf?version=1627045951","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:HAL:hal-03358038v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-03358038","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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, 2021, 13 (15), pp.1-20. ⟨10.3390/rs13152892⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:1e91980c1c8e48a79c92cbc0348f2755","is_oa":true,"landing_page_url":"https://doaj.org/article/1e91980c1c8e48a79c92cbc0348f2755","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 15, p 2892 (2021)","raw_type":"article"},{"id":"pmh:oai:ir.ibcas.ac.cn:2S10CLM1/26766","is_oa":false,"landing_page_url":"http://ir.ibcas.ac.cn/handle/2S10CLM1/26766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/15/2892/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13152892","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 15; Pages: 2892","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13152892","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13152892","pdf_url":"https://www.mdpi.com/2072-4292/13/15/2892/pdf?version=1627045951","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":[],"awards":[{"id":"https://openalex.org/G7886557871","display_name":null,"funder_award_id":"41825020","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"}],"funders":[{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3185353083.pdf","grobid_xml":"https://content.openalex.org/works/W3185353083.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W1554912420","https://openalex.org/W1567249897","https://openalex.org/W1600439578","https://openalex.org/W1831050183","https://openalex.org/W1969589719","https://openalex.org/W1981213426","https://openalex.org/W1985637339","https://openalex.org/W1995869471","https://openalex.org/W2005934330","https://openalex.org/W2040996383","https://openalex.org/W2044417912","https://openalex.org/W2045641046","https://openalex.org/W2052811137","https://openalex.org/W2059663113","https://openalex.org/W2066978892","https://openalex.org/W2083268699","https://openalex.org/W2093540905","https://openalex.org/W2101221619","https://openalex.org/W2102438562","https://openalex.org/W2107474547","https://openalex.org/W2116673487","https://openalex.org/W2119119065","https://openalex.org/W2136830425","https://openalex.org/W2143481518","https://openalex.org/W2149219405","https://openalex.org/W2161568916","https://openalex.org/W2165571665","https://openalex.org/W2166394891","https://openalex.org/W2188083314","https://openalex.org/W2193261635","https://openalex.org/W2258277964","https://openalex.org/W2258959529","https://openalex.org/W2288516731","https://openalex.org/W2291421187","https://openalex.org/W2460092549","https://openalex.org/W2475138741","https://openalex.org/W2502930680","https://openalex.org/W2512317680","https://openalex.org/W2557040271","https://openalex.org/W2574826698","https://openalex.org/W2597572078","https://openalex.org/W2605248447","https://openalex.org/W2608375438","https://openalex.org/W2612461531","https://openalex.org/W2624045785","https://openalex.org/W2746343717","https://openalex.org/W2756906114","https://openalex.org/W2766148536","https://openalex.org/W2772858056","https://openalex.org/W2796066099","https://openalex.org/W2796746338","https://openalex.org/W2800485765","https://openalex.org/W2801549624","https://openalex.org/W2801578709","https://openalex.org/W2885976971","https://openalex.org/W2901843700","https://openalex.org/W2905043775","https://openalex.org/W2906751493","https://openalex.org/W2911964244","https://openalex.org/W2914459007","https://openalex.org/W2920512520","https://openalex.org/W2936032092","https://openalex.org/W2940843908","https://openalex.org/W2947344270","https://openalex.org/W2947521495","https://openalex.org/W2956039922","https://openalex.org/W2962374254","https://openalex.org/W2964554484","https://openalex.org/W2965977570","https://openalex.org/W2966452696","https://openalex.org/W2970636481","https://openalex.org/W2971653617","https://openalex.org/W2979537092","https://openalex.org/W2989983203","https://openalex.org/W2990923659","https://openalex.org/W2995503957","https://openalex.org/W3003509779","https://openalex.org/W3004469112","https://openalex.org/W3005485289","https://openalex.org/W3014417423","https://openalex.org/W3027910884","https://openalex.org/W3047165924","https://openalex.org/W3048463302","https://openalex.org/W3085784695","https://openalex.org/W3109802736","https://openalex.org/W6677494780","https://openalex.org/W6738801051","https://openalex.org/W6767137873","https://openalex.org/W6781551995"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2040545019","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W4206560911"],"abstract_inverted_index":{"Mapping":[0],"the":[1,10,30,139,152,156,170,177,191,199,204,209,238,256,261,285],"spatial":[2,257,268],"variation":[3],"of":[4,83,138,263,271,279],"forest":[5,36,110,120,181],"aboveground":[6],"biomass":[7],"(AGB)":[8],"at":[9,284],"national":[11,286],"or":[12],"regional":[13],"scale":[14],"is":[15],"important":[16],"for":[17,42,190,198],"estimating":[18],"carbon":[19,31,264,280],"emissions":[20,281],"and":[21,23,28,49,88,107,155,172,194,219,222,225,240,259,282,287],"removals":[22,283],"contributing":[24],"to":[25,67,95,114,151,162,176,246,254,276],"global":[26],"stocktake":[27],"balancing":[29],"budget.":[32],"Recently,":[33],"several":[34],"gridded":[35],"AGB":[37,62,84,121,129,142,166,182,212,232,249,269],"products":[38,58,122,143,213],"have":[39],"been":[40],"produced":[41],"China":[43,92,124,185,272],"by":[44,125,168],"integrating":[45,126],"remote":[46],"sensing":[47],"data":[48],"field":[50,81,153,178,205,252],"measurements,":[51,154],"yet":[52],"significant":[53],"discrepancies":[54],"remain":[55],"among":[56],"these":[57],"in":[59,123,184],"their":[60],"estimated":[61],"carbon,":[63],"varying":[64],"from":[65,93],"5.04":[66],"9.81":[68],"Pg":[69,188,196],"C.":[70],"To":[71],"reduce":[72,260],"this":[73],"uncertainty,":[74],"here,":[75],"we":[76],"first":[77],"compiled":[78],"independent,":[79],"high-quality":[80],"measurements":[82,206,253],"using":[85],"a":[86,108,135,164,215],"systematic":[87],"consistent":[89],"protocol":[90],"across":[91],"2011":[94],"2015.":[96],"We":[97],"applied":[98],"two":[99,116,210],"different":[100],"approaches,":[101],"an":[102],"optimal":[103],"weighting":[104],"technique":[105],"(WT)":[106],"random":[109],"regression":[111],"method":[112,133,158],"(RF),":[113],"develop":[115],"observationally":[117],"constrained":[118],"hybrid":[119,165,211],"five":[127,140,230],"existing":[128,141,248],"products.":[130],"The":[131,180,266],"WT":[132,192,239],"uses":[134,159],"linear":[136],"combination":[137],"with":[144,149,174,203,251],"weightings":[145],"that":[146,208],"minimize":[147],"biases":[148],"respect":[150,175],"RF":[157,200,241],"decision":[160],"trees":[161],"predict":[163],"map":[167],"minimizing":[169],"bias":[171,223],"variance":[173],"measurements.":[179],"stock":[183],"was":[186],"7.73":[187],"C":[189,197],"estimates":[193,278],"8.13":[195],"estimates.":[201],"Evaluation":[202],"showed":[207],"had":[214],"lower":[216],"RMSE":[217],"(29.6":[218],"24.3":[220],"Mg/ha)":[221,227],"(\u22124.6":[224],"\u22123.8":[226],"than":[228],"all":[229],"participating":[231],"datasets.":[233],"Our":[234],"study":[235],"demonstrated":[236],"both":[237],"methods":[242],"can":[243,273],"be":[244,274],"used":[245,275],"harmonize":[247],"maps":[250,270],"improve":[255,277],"variability":[258],"uncertainty":[262],"stocks.":[265],"new":[267],"subnational":[288],"scales.":[289]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}