{"id":"https://openalex.org/W4389380923","doi":"https://doi.org/10.3390/rs15245645","title":"High-Resolution Mapping of Mangrove Species Height in Fujian Zhangjiangkou National Mangrove Nature Reserve Combined GF-2, GF-3, and UAV-LiDAR","display_name":"High-Resolution Mapping of Mangrove Species Height in Fujian Zhangjiangkou National Mangrove Nature Reserve Combined GF-2, GF-3, and UAV-LiDAR","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389380923","doi":"https://doi.org/10.3390/rs15245645"},"language":"en","primary_location":{"id":"doi:10.3390/rs15245645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15245645","pdf_url":"https://www.mdpi.com/2072-4292/15/24/5645/pdf?version=1701865050","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/24/5645/pdf?version=1701865050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102007154","display_name":"Ran Chen","orcid":"https://orcid.org/0009-0007-9121-9647"},"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"]},{"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":"Ran Chen","raw_affiliation_strings":["Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China","University of Chinese Academy of Sciences, Beijing 101408, 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":"University of Chinese Academy of Sciences, Beijing 101408, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014081827","display_name":"Rong Zhang","orcid":"https://orcid.org/0000-0002-8493-6556"},"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":"Rong 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/A5103095762","display_name":"Chuanpeng Zhao","orcid":"https://orcid.org/0000-0002-7521-3065"},"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":"Chuanpeng Zhao","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"],"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":"last","author":{"id":"https://openalex.org/A5084689487","display_name":"Mingming Jia","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/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":"Mingming Jia","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084689487"],"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":4.4665,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95480591,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"15","issue":"24","first_page":"5645","last_page":"5645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9944999814033508,"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":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mangrove","display_name":"Mangrove","score":0.8630796074867249},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.7013874053955078},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.615777850151062},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.61197429895401},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.6084890961647034},{"id":"https://openalex.org/keywords/carbon-sink","display_name":"Carbon sink","score":0.4923797845840454},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.47787943482398987},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.468462198972702},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.4007880687713623},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24708452820777893},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.22553202509880066},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.18508577346801758},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17616569995880127},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1036272943019867},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09610304236412048}],"concepts":[{"id":"https://openalex.org/C68874143","wikidata":"https://www.wikidata.org/wiki/Q19756","display_name":"Mangrove","level":2,"score":0.8630796074867249},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.7013874053955078},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.615777850151062},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.61197429895401},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.6084890961647034},{"id":"https://openalex.org/C149677717","wikidata":"https://www.wikidata.org/wiki/Q5611523","display_name":"Carbon sink","level":3,"score":0.4923797845840454},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.47787943482398987},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.468462198972702},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.4007880687713623},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24708452820777893},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.22553202509880066},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.18508577346801758},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17616569995880127},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1036272943019867},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09610304236412048}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15245645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15245645","pdf_url":"https://www.mdpi.com/2072-4292/15/24/5645/pdf?version=1701865050","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:3f8cccc5b1eb4ae68547b03d3aaebb6b","is_oa":true,"landing_page_url":"https://doaj.org/article/3f8cccc5b1eb4ae68547b03d3aaebb6b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 24, p 5645 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15245645","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15245645","pdf_url":"https://www.mdpi.com/2072-4292/15/24/5645/pdf?version=1701865050","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":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1722158606","display_name":null,"funder_award_id":"F1305","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/G3085993365","display_name":null,"funder_award_id":"(Grant No.","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/G5181985739","display_name":null,"funder_award_id":"42171372","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/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7751823999","display_name":null,"funder_award_id":"2021227","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G8175137391","display_name":null,"funder_award_id":"42171379","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/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389380923.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1949910136","https://openalex.org/W1964357740","https://openalex.org/W1981263865","https://openalex.org/W2044465660","https://openalex.org/W2063623478","https://openalex.org/W2078985447","https://openalex.org/W2084714454","https://openalex.org/W2098630016","https://openalex.org/W2098805041","https://openalex.org/W2098823605","https://openalex.org/W2110547370","https://openalex.org/W2119709769","https://openalex.org/W2121677490","https://openalex.org/W2122825721","https://openalex.org/W2133556703","https://openalex.org/W2140853456","https://openalex.org/W2143481518","https://openalex.org/W2155617392","https://openalex.org/W2159961845","https://openalex.org/W2160615957","https://openalex.org/W2217379343","https://openalex.org/W2219907915","https://openalex.org/W2261059368","https://openalex.org/W2322716129","https://openalex.org/W2410536046","https://openalex.org/W2611080000","https://openalex.org/W2618851150","https://openalex.org/W2726797527","https://openalex.org/W2740071203","https://openalex.org/W2768035654","https://openalex.org/W2771648944","https://openalex.org/W2900979501","https://openalex.org/W2908563588","https://openalex.org/W2911964244","https://openalex.org/W2928790886","https://openalex.org/W2944767048","https://openalex.org/W2949747980","https://openalex.org/W2974783326","https://openalex.org/W2999615587","https://openalex.org/W3012155170","https://openalex.org/W3025784245","https://openalex.org/W3037438353","https://openalex.org/W3157504330","https://openalex.org/W3166923934","https://openalex.org/W3177082483","https://openalex.org/W3184394125","https://openalex.org/W3216933472","https://openalex.org/W4200089810","https://openalex.org/W4210822084","https://openalex.org/W4214519593","https://openalex.org/W4220982439","https://openalex.org/W4226408629","https://openalex.org/W4229074172","https://openalex.org/W4281557545","https://openalex.org/W4298130613","https://openalex.org/W4376112850","https://openalex.org/W4377823106","https://openalex.org/W4380683565","https://openalex.org/W6714790942","https://openalex.org/W6797670161","https://openalex.org/W6811483796"],"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/W4319317934","https://openalex.org/W2112933271","https://openalex.org/W40947894"],"abstract_inverted_index":{"Mangroves":[0],"as":[1,135],"an":[2,168,243],"important":[3],"blue":[4,203],"carbon":[5,33],"ecosystem":[6],"have":[7,74],"a":[8,28,93,112,160,182,209],"unique":[9],"ability":[10],"to":[11,26,77,98,236,245,248],"sequester":[12],"and":[13,57,65,70,85,95,120,124,147,167,192],"store":[14],"large":[15],"amounts":[16],"of":[17,21,42,48,88,114,139,164,170,184,202,225],"carbon.":[18],"The":[19,172,187],"height":[20,51,128,157,224],"mangrove":[22,44,49,89,100,106,140,155,226],"forest":[23,141,150,227,250],"is":[24,52,234],"considered":[25],"be":[27],"critical":[29],"factor":[30,220],"in":[31,205,221],"evaluating":[32],"sink":[34],"capacity.":[35],"However,":[36],"considering":[37],"the":[38,43,75,83,126,136,148,154,177,199,217,223,240],"highly":[39],"complicated":[40],"nature":[41],"system,":[45],"accurate":[46],"estimation":[47],"species":[50,101,107,156],"challenging.":[53],"Gaofen-2":[54],"(GF-2)":[55],"panchromatic":[56],"multispectral":[58],"sensor":[59],"(PMS),":[60],"Gaofen-3":[61],"(GF-3)":[62],"SAR":[63,122],"images,":[64],"unmanned":[66],"aerial":[67],"vehicle-light":[68],"detection":[69],"ranging":[71],"(UAV-LiDAR)":[72],"data":[73,123,134,138],"capability":[76],"capture":[78],"detailed":[79],"information":[80],"about":[81],"both":[82],"horizontal":[84],"vertical":[86],"structures":[87],"forests,":[90],"which":[91],"offer":[92],"cost-effective":[94],"reliable":[96],"approach":[97],"predict":[99],"height.":[102,142,214],"To":[103],"accurately":[104],"estimate":[105],"height,":[108,180],"this":[109],"study":[110],"obtained":[111],"variety":[113],"characteristic":[115],"parameters":[116,146],"from":[117,132],"GF-2":[118,206],"PMS":[119],"GF-3":[121],"utilized":[125],"canopy":[127,213],"model":[129],"(CHM)":[130],"derived":[131],"UAV-LiDAR":[133],"observed":[137],"Based":[143],"on":[144,198],"these":[145],"random":[149],"(RF)":[151],"regression":[152],"algorithm,":[153],"result":[158],"had":[159,208],"root-mean-square":[161],"error":[162],"(RMSE)":[163],"0.91":[165],"m":[166],"R2":[169],"0.71.":[171],"Kandelia":[173],"obovate":[174],"(KO)":[175],"exhibited":[176],"tallest":[178],"tree":[179],"reaching":[181],"maximum":[183],"9.6":[185],"m.":[186],"polarization":[188],"features,":[189],"HH,":[190],"VV,":[191],"texture":[193],"feature,":[194],"mean_1":[195],"(calculated":[196],"based":[197],"mean":[200],"value":[201],"band":[204],"image),":[207],"reasonable":[210],"correlation":[211],"with":[212],"Among":[215],"them,":[216],"most":[218],"significant":[219],"determining":[222],"was":[228],"HH.":[229],"In":[230],"areas":[231],"where":[232],"it":[233],"difficult":[235],"conduct":[237],"field":[238],"surveys,":[239],"results":[241],"provided":[242],"opportunity":[244],"update":[246],"access":[247],"acquire":[249],"structural":[251],"attributes.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
