{"id":"https://openalex.org/W4398144517","doi":"https://doi.org/10.3390/rs16101804","title":"Investigating Dual-Source Satellite Image Data and ALS Data for Estimating Aboveground Biomass","display_name":"Investigating Dual-Source Satellite Image Data and ALS Data for Estimating Aboveground Biomass","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4398144517","doi":"https://doi.org/10.3390/rs16101804"},"language":"en","primary_location":{"id":"doi:10.3390/rs16101804","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101804","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1804/pdf?version=1716110583","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/2072-4292/16/10/1804/pdf?version=1716110583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044645990","display_name":"Wen Fan","orcid":"https://orcid.org/0000-0001-9388-6880"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wen Fan","raw_affiliation_strings":["Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083368958","display_name":"Jiaojiao Tian","orcid":"https://orcid.org/0000-0002-8407-5098"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jiaojiao Tian","raw_affiliation_strings":["Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany","Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), 82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006330126","display_name":"Thomas Knoke","orcid":"https://orcid.org/0000-0003-0535-5946"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Knoke","raw_affiliation_strings":["Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Forest Management, Department of Life Science Systems, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Hans-Carl-von-Carlowitz-Platz 2, 85354 Freising, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772177","display_name":"Bisheng Yang","orcid":"https://orcid.org/0000-0001-7736-0803"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bisheng Yang","raw_affiliation_strings":["Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025323734","display_name":"Fuxun Liang","orcid":"https://orcid.org/0000-0002-5947-4732"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuxun Liang","raw_affiliation_strings":["Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070096266","display_name":"Zhen Dong","orcid":"https://orcid.org/0000-0002-0152-3300"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Dong","raw_affiliation_strings":["Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center for Spatio-Tempoal Data Smart Acquisition and Application, Ministry of Education of China, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100772177"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.6161,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92214481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"10","first_page":"1804","last_page":"1804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.8360000252723694,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.8360000252723694,"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":0.8105000257492065,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.7839999794960022,"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/remote-sensing","display_name":"Remote sensing","score":0.6868075728416443},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5460789203643799},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.47604870796203613},{"id":"https://openalex.org/keywords/data-source","display_name":"Data source","score":0.45313209295272827},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4460139572620392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31373119354248047},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17574328184127808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11810049414634705}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6868075728416443},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5460789203643799},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.47604870796203613},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.45313209295272827},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4460139572620392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31373119354248047},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17574328184127808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11810049414634705},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs16101804","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101804","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1804/pdf?version=1716110583","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:elib.dlr.de:205659","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101804>.","pdf_url":"https://elib.dlr.de/205659/1/remotesensing-16-01804-v2.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1747689","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1747689","pdf_url":"https://mediatum.ub.tum.de/1747689","source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1748365","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1748365","pdf_url":"https://mediatum.ub.tum.de/1748365","source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:6c3a9d7d80a64eddb2a8f79ef09e1ba2","is_oa":true,"landing_page_url":"https://doaj.org/article/6c3a9d7d80a64eddb2a8f79ef09e1ba2","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 16, Iss 10, p 1804 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16101804","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101804","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1804/pdf?version=1716110583","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":0.699999988079071,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G8027055224","display_name":null,"funder_award_id":"42130105","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398144517.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1536826708","https://openalex.org/W1964217023","https://openalex.org/W2000102737","https://openalex.org/W2003402852","https://openalex.org/W2040157435","https://openalex.org/W2052402549","https://openalex.org/W2056337900","https://openalex.org/W2063623478","https://openalex.org/W2077707413","https://openalex.org/W2113410727","https://openalex.org/W2171979590","https://openalex.org/W2272119240","https://openalex.org/W2345773760","https://openalex.org/W2562786021","https://openalex.org/W2606100861","https://openalex.org/W2617056706","https://openalex.org/W2738339366","https://openalex.org/W2767638360","https://openalex.org/W2794636625","https://openalex.org/W2950674916","https://openalex.org/W2966381923","https://openalex.org/W2968802696","https://openalex.org/W2989983865","https://openalex.org/W2990882407","https://openalex.org/W3016677277","https://openalex.org/W3110415719","https://openalex.org/W3134696604","https://openalex.org/W4206160173","https://openalex.org/W4220824816","https://openalex.org/W4289080038","https://openalex.org/W4309338758","https://openalex.org/W4324148755","https://openalex.org/W4366188876","https://openalex.org/W6636950212","https://openalex.org/W6651107640","https://openalex.org/W6694230858","https://openalex.org/W6770851722","https://openalex.org/W6775756370","https://openalex.org/W6846592799"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W2317351040","https://openalex.org/W1987967678","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2002340745"],"abstract_inverted_index":{"Accurate":[0],"estimation":[1,62,133,195],"of":[2,33,63,66,74,125,144,185,210],"above-ground":[3],"biomass":[4],"(AGB)":[5],"in":[6,51],"forested":[7],"areas":[8],"is":[9,46,129,173],"essential":[10],"for":[11,38,106,131,167,196],"studying":[12],"forest":[13,211],"ecological":[14],"functions,":[15],"surface":[16],"carbon":[17,21],"cycling,":[18],"and":[19,57,86,104,119,157],"global":[20],"balance.":[22],"Over":[23],"the":[24,30,49,64,117,123,142,170,176,183],"past":[25],"decade,":[26],"models":[27],"that":[28,141],"harness":[29],"distinct":[31],"features":[32],"multi-source":[34,118,145],"remote":[35,203],"sensing":[36,204],"observations":[37],"estimating":[39],"AGB":[40,132,151,177,194],"have":[41],"gained":[42],"significant":[43],"popularity.":[44],"It":[45],"worth":[47],"exploring":[48],"differences":[50],"model":[52,84,178],"performance":[53,85,124],"by":[54],"using":[55,186],"simple":[56],"fused":[58],"data.":[59,121],"Additionally,":[60],"quantitative":[61],"impact":[65],"high-cost":[67],"laser":[68],"point":[69],"clouds":[70],"on":[71,98],"satellite":[72,188],"imagery":[73],"varying":[75],"costs":[76],"remains":[77],"largely":[78],"unexplored.":[79],"To":[80],"address":[81],"these":[82],"challenges,":[83],"cost":[87,172],"must":[88],"be":[89],"considered":[90],"comprehensively.":[91],"We":[92],"propose":[93],"a":[94,148,192],"comprehensive":[95],"assessment":[96],"based":[97],"three":[99],"perspectives":[100],"(i.e.,":[101],"performance,":[102],"potential":[103,184],"limitations)":[105],"four":[107,126],"typical":[108],"AGB-estimation":[109],"models.":[110],"First,":[111],"different":[112,202,208],"variables":[113,158],"are":[114],"extracted":[115],"from":[116],"multi-resolution":[120],"Subsequently,":[122],"regression":[127,152,156],"methods":[128],"tested":[130],"with":[134],"diverse":[135],"indicator":[136],"combinations.":[137],"Experimental":[138],"results":[139],"prove":[140],"combination":[143],"data":[146,165,171,189,205],"provides":[147],"highly":[149],"accurate":[150],"model.":[153],"The":[154],"proposed":[155],"rating":[159],"approaches":[160],"can":[161,200],"flexibly":[162],"integrate":[163],"other":[164],"sources":[166],"modeling.":[168],"Furthermore,":[169],"discussed":[174],"against":[175],"performance.":[179],"Our":[180],"study":[181],"demonstrates":[182],"low-cost":[187],"to":[190,206],"provide":[191],"rough":[193],"larger":[197],"areas,":[198],"which":[199],"allow":[201],"meet":[207],"needs":[209],"management":[212],"decisions.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
