{"id":"https://openalex.org/W3037438353","doi":"https://doi.org/10.3390/rs12122039","title":"Integration of GF2 Optical, GF3 SAR, and UAV Data for Estimating Aboveground Biomass of China\u2019s Largest Artificially Planted Mangroves","display_name":"Integration of GF2 Optical, GF3 SAR, and UAV Data for Estimating Aboveground Biomass of China\u2019s Largest Artificially Planted Mangroves","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3037438353","doi":"https://doi.org/10.3390/rs12122039","mag":"3037438353"},"language":"en","primary_location":{"id":"doi:10.3390/rs12122039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122039","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2039/pdf?version=1593398136","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/2072-4292/12/12/2039/pdf?version=1593398136","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087889772","display_name":"Yuanhui Zhu","orcid":"https://orcid.org/0000-0002-0474-5945"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhui Zhu","raw_affiliation_strings":["Center of GeoInformatics for Public Security, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"Center of GeoInformatics for Public Security, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399867","display_name":"Kai Liu","orcid":"https://orcid.org/0000-0002-1829-7557"},"institutions":[{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106122"]},{"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":"Kai Liu","raw_affiliation_strings":["Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","Southern Marine Science and Engineering Guangdong Laboratory, Zhuhai 519000, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Zhuhai 519000, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076178372","display_name":"Soe W. Myint","orcid":"https://orcid.org/0000-0001-7809-1211"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]},{"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"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106122"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Soe W. Myint","raw_affiliation_strings":["Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287, USA","Southern Marine Science and Engineering Guangdong Laboratory, Zhuhai 519000, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Zhuhai 519000, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102963811","display_name":"Zhenyu Du","orcid":"https://orcid.org/0000-0001-6128-4404"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Du","raw_affiliation_strings":["School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731609","display_name":"Yubin Li","orcid":"https://orcid.org/0000-0003-3965-3845"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yubin Li","raw_affiliation_strings":["School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287, USA"],"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038197685","display_name":"Jingjing Cao","orcid":"https://orcid.org/0000-0002-1239-2203"},"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":"Jingjing Cao","raw_affiliation_strings":["Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Engineering Research Center for Public Security and Disaster, Guangdong Key Laboratory for Urbanization and Geo-simulation, School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383312","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0002-7202-3418"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Lin Liu","raw_affiliation_strings":["Center of GeoInformatics for Public Security, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China","Department of Geography, University of Cincinnati, Cincinnati, OH 45221-0131, USA"],"affiliations":[{"raw_affiliation_string":"Center of GeoInformatics for Public Security, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"Department of Geography, University of Cincinnati, Cincinnati, OH 45221-0131, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101463975","display_name":"Zhifeng Wu","orcid":"https://orcid.org/0000-0003-3173-4739"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Wu","raw_affiliation_strings":["Guangdong Province Engineering Technology Research for Geographical Conditions Monitoring and Comprehensive Analysis, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Province Engineering Technology Research for Geographical Conditions Monitoring and Comprehensive Analysis, School of Geographical Sciences, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100383312"],"corresponding_institution_ids":["https://openalex.org/I37987034","https://openalex.org/I63135867"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.6299,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97332183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":"12","first_page":"2039","last_page":"2039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9865000247955322,"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/mangrove","display_name":"Mangrove","score":0.6992552280426025},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6567839980125427},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6537471413612366},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6487812995910645},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.613725483417511},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5082525610923767},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.4835526645183563},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.45795002579689026},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.4480149447917938},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4226526618003845},{"id":"https://openalex.org/keywords/forest-inventory","display_name":"Forest inventory","score":0.4166392683982849},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22175711393356323},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.21739837527275085},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1921662986278534},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1762378215789795},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13633593916893005},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.13103973865509033},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12915870547294617},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.07540467381477356}],"concepts":[{"id":"https://openalex.org/C68874143","wikidata":"https://www.wikidata.org/wiki/Q19756","display_name":"Mangrove","level":2,"score":0.6992552280426025},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6567839980125427},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6537471413612366},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6487812995910645},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.613725483417511},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5082525610923767},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.4835526645183563},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.45795002579689026},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.4480149447917938},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4226526618003845},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.4166392683982849},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22175711393356323},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.21739837527275085},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1921662986278534},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1762378215789795},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13633593916893005},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.13103973865509033},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12915870547294617},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.07540467381477356},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace 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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12122039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122039","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2039/pdf?version=1593398136","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:f246152a19fb4dcca92043c18c5e6bae","is_oa":true,"landing_page_url":"https://doaj.org/article/f246152a19fb4dcca92043c18c5e6bae","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 12, Iss 12, p 2039 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/12/2039/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12122039","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 12; Issue 12; Pages: 2039","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12122039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12122039","pdf_url":"https://www.mdpi.com/2072-4292/12/12/2039/pdf?version=1593398136","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2259540655","display_name":null,"funder_award_id":"2018M633023","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G565721935","display_name":null,"funder_award_id":"2017A020217003","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G7452034762","display_name":null,"funder_award_id":"2016A030313261","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037438353.pdf","grobid_xml":"https://content.openalex.org/works/W3037438353.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W20463170","https://openalex.org/W273955616","https://openalex.org/W333526804","https://openalex.org/W1485678107","https://openalex.org/W1928585742","https://openalex.org/W1964217023","https://openalex.org/W1969674753","https://openalex.org/W1975502124","https://openalex.org/W2004752588","https://openalex.org/W2005093197","https://openalex.org/W2008374411","https://openalex.org/W2010364553","https://openalex.org/W2010688372","https://openalex.org/W2018627383","https://openalex.org/W2026716023","https://openalex.org/W2027053886","https://openalex.org/W2027768728","https://openalex.org/W2040634727","https://openalex.org/W2048854837","https://openalex.org/W2048950501","https://openalex.org/W2052190325","https://openalex.org/W2052494086","https://openalex.org/W2054056058","https://openalex.org/W2055052573","https://openalex.org/W2057621897","https://openalex.org/W2060680309","https://openalex.org/W2063623478","https://openalex.org/W2063744809","https://openalex.org/W2064519090","https://openalex.org/W2068940560","https://openalex.org/W2081820160","https://openalex.org/W2089450719","https://openalex.org/W2098998407","https://openalex.org/W2115687400","https://openalex.org/W2121323878","https://openalex.org/W2129186929","https://openalex.org/W2139086914","https://openalex.org/W2141424348","https://openalex.org/W2141607694","https://openalex.org/W2155632266","https://openalex.org/W2156692856","https://openalex.org/W2159661277","https://openalex.org/W2160615957","https://openalex.org/W2163642873","https://openalex.org/W2175170328","https://openalex.org/W2211588062","https://openalex.org/W2220608868","https://openalex.org/W2263939288","https://openalex.org/W2292320135","https://openalex.org/W2317582304","https://openalex.org/W2340768086","https://openalex.org/W2365117970","https://openalex.org/W2409620547","https://openalex.org/W2414762761","https://openalex.org/W2416310637","https://openalex.org/W2538282875","https://openalex.org/W2563118026","https://openalex.org/W2589611909","https://openalex.org/W2602438080","https://openalex.org/W2726797527","https://openalex.org/W2765453601","https://openalex.org/W2767189848","https://openalex.org/W2767657507","https://openalex.org/W2778737247","https://openalex.org/W2784301945","https://openalex.org/W2787722901","https://openalex.org/W2789665835","https://openalex.org/W2790611503","https://openalex.org/W2798093199","https://openalex.org/W2798945782","https://openalex.org/W2802549285","https://openalex.org/W2889592930","https://openalex.org/W2889645228","https://openalex.org/W2891309301","https://openalex.org/W2902998575","https://openalex.org/W2903885536","https://openalex.org/W2911322491","https://openalex.org/W2911964244","https://openalex.org/W2914994652","https://openalex.org/W2936331018","https://openalex.org/W2944692824","https://openalex.org/W2970364834","https://openalex.org/W3021802392","https://openalex.org/W6610017368","https://openalex.org/W6636950212","https://openalex.org/W6655012520","https://openalex.org/W6696615077","https://openalex.org/W6754305197","https://openalex.org/W7037771311"],"related_works":["https://openalex.org/W1556044011","https://openalex.org/W2485878535","https://openalex.org/W2741254211","https://openalex.org/W2151470817","https://openalex.org/W1982064128","https://openalex.org/W3002830963","https://openalex.org/W2306763815","https://openalex.org/W2112933271","https://openalex.org/W40947894","https://openalex.org/W2994099181"],"abstract_inverted_index":{"Accurate":[0],"methods":[1],"to":[2,12,47,51,66,213,306,368],"estimate":[3],"the":[4,14,55,100,110,128,161,166,189,215,218,229,269,276,279,283,301,308,313,324,331,338,344,352,362],"aboveground":[5],"biomass":[6,72],"(AGB)":[7],"of":[8,26,31,54,57,62,74,104,160,217,228,251,262,286,323,340],"mangroves":[9],"are":[10],"required":[11],"monitor":[13,214],"subtle":[15],"changes":[16],"over":[17,268],"time":[18],"and":[19,39,70,82,132,151,170,178,231,264,271,315,343,365,375],"assess":[20],"their":[21],"carbon":[22],"sequestration.":[23],"The":[24,60,120,158,183,221,253,295,326],"AGB":[25,56,118,123,216,222,287,321,353],"forests":[27],"is":[28],"a":[29,226,235,260,319],"function":[30],"canopy-related":[32,371],"information":[33],"(canopy":[34],"density,":[35],"vegetation":[36],"status),":[37],"structures,":[38,374],"tree":[40,376],"heights.":[41,377],"However,":[42],"few":[43],"studies":[44],"have":[45],"attended":[46],"integrating":[48,133,359],"these":[49],"factors":[50],"build":[52],"models":[53,91,121,162,223,246],"mangrove":[58,75,105,219,345],"plantations.":[59],"objective":[61],"this":[63],"study":[64,111],"was":[65,163,335],"develop":[67],"an":[68],"accurate":[69,333],"robust":[71],"estimation":[73,124,322],"plantations":[76],"using":[77,127,165],"Chinese":[78],"satellite":[79],"optical,":[80,363],"SAR,":[81,364],"Unmanned":[83],"Aerial":[84],"Vehicle":[85],"(UAV)":[86],"data":[87,297],"based":[88,174],"digital":[89,153],"surface":[90,154],"(DSM).":[92],"This":[93],"paper":[94],"chose":[95],"Qi\u2019ao":[96],"Island,":[97],"which":[98],"forms":[99],"largest":[101],"contiguous":[102],"area":[103],"plantation":[106,346],"in":[107,266,312],"China,":[108],"as":[109,300],"area.":[112],"Several":[113],"field":[114,341],"visits":[115],"collected":[116],"127":[117],"samples.":[119],"for":[122,318],"were":[125,298],"developed":[126],"random":[129,180],"forest":[130,373],"algorithm":[131],"images":[134,139,147,187,317,360],"from":[135,140,148,188,225,330,361],"multiple":[136],"sources:":[137],"optical":[138,191,314],"Gaofen-2":[141],"(GF-2),":[142],"synthetic":[143],"aperture":[144],"radar":[145],"(SAR)":[146],"Gaofen-3":[149],"(GF-3),":[150],"UAV-based":[152],"model":[155,254,281],"(DSM)":[156],"data.":[157],"performance":[159],"assessed":[164],"root-mean-square":[167],"error":[168],"(RMSE)":[169],"relative":[171],"RMSE":[172],"(RMSEr),":[173],"on":[175],"five-fold":[176],"cross-validation":[177],"stratified":[179],"sampling":[181],"approach.":[182],"results":[184,339,349],"showed":[185,259],"that":[186,247,255,351],"GF-2":[190,230,270],"(RMSE":[192,202,238,288],"=":[193,197,203,207,239,243,289,293],"33.49":[194],"t/ha,":[195,205,241,291],"RMSEr":[196,206,242,267,292],"21.55%)":[198],"or":[199],"GF-3":[200,232,272],"SAR":[201,316],"35.32":[204],"22.72%)":[208],"can":[209,354],"be":[210,355],"used":[211,248,256],"appropriately":[212],"plantation.":[220],"derived":[224,329],"combination":[227],"datasets":[233,258,367],"yielded":[234,282],"higher":[236],"accuracy":[237,285],"29.89":[240],"19.23%)":[244],"than":[245],"only":[249],"one":[250],"them.":[252],"both":[257],"reduction":[261],"2.32%":[263],"3.49%":[265],"models,":[273],"respectively.":[274],"On":[275],"DSM":[277,296,366],"dataset,":[278],"proposed":[280],"highest":[284],"25.69":[290],"16.53%).":[294],"identified":[299],"most":[302,332],"important":[303],"variable,":[304],"due":[305],"mitigating":[307],"saturation":[309],"effect":[310],"observed":[311],"dense":[320],"mangroves.":[325],"resulting":[327],"map,":[328],"model,":[334],"consistent":[336],"with":[337],"investigations":[342],"sequences.":[347],"Our":[348],"indicated":[350],"accurately":[356],"measured":[357],"by":[358],"adequately":[369],"represent":[370],"information,":[372]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}