{"id":"https://openalex.org/W4285260167","doi":"https://doi.org/10.1109/jstars.2022.3177227","title":"Bathymetric Inversion and Mapping of Two Shallow Lakes Using Sentinel-2 Imagery and Bathymetry Data in the Central Tibetan Plateau","display_name":"Bathymetric Inversion and Mapping of Two Shallow Lakes Using Sentinel-2 Imagery and Bathymetry Data in the Central Tibetan Plateau","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285260167","doi":"https://doi.org/10.1109/jstars.2022.3177227"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3177227","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3177227","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09780220.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09780220.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109315885","display_name":"Hong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Yang","raw_affiliation_strings":["School of Chemistry, Zhengzhou University, Zhengzhou, China","School of Chemistry, Zhengzhou University, 12636 Zhengzhou, China, 450001"],"affiliations":[{"raw_affiliation_string":"School of Chemistry, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Chemistry, Zhengzhou University, 12636 Zhengzhou, China, 450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101902981","display_name":"Jianting Ju","orcid":"https://orcid.org/0000-0002-1452-015X"},"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/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianting Ju","raw_affiliation_strings":["Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","the Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, 12381 Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210141476","https://openalex.org/I19820366"]},{"raw_affiliation_string":"the Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, 12381 Beijing, Beijing, China","institution_ids":["https://openalex.org/I4210141476","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056815618","display_name":"Hengliang Guo","orcid":"https://orcid.org/0000-0001-5796-233X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengliang Guo","raw_affiliation_strings":["National Supercomputing Center in Zhengzhou, Zhengzhou University, Zhengzhou, China","National supercomputing Center in Zhengzhou, Zhengzhou University, 12636 Zhengzhou, Henan, China"],"affiliations":[{"raw_affiliation_string":"National Supercomputing Center in Zhengzhou, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"National supercomputing Center in Zhengzhou, Zhengzhou University, 12636 Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057808954","display_name":"Baojin Qiao","orcid":"https://orcid.org/0000-0001-6351-8104"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojin Qiao","raw_affiliation_strings":["School of Geoscience and Technology, Zhengzhou University, Zhengzhou, China","School of Geoscience and Technology, Zhengzhou University, 12636 Zhengzhou, China, 450001"],"affiliations":[{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, 12636 Zhengzhou, China, 450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073453307","display_name":"Bingkang Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingkang Nie","raw_affiliation_strings":["School of Geoscience and Technology, Zhengzhou University, Zhengzhou, China","School of Geoscience and Technology, Zhengzhou University, 12636 Zhengzhou, Henan, China"],"affiliations":[{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, 12636 Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100627547","display_name":"Liping Zhu","orcid":"https://orcid.org/0000-0002-4234-8748"},"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/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Zhu","raw_affiliation_strings":["Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, 12381 Beijing, Beijing, China, 100101"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210141476","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, 12381 Beijing, Beijing, China, 100101","institution_ids":["https://openalex.org/I4210141476","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109315885"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.2506,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.87097474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":null,"first_page":"4279","last_page":"4296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9929999709129333,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.989300012588501,"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/bathymetry","display_name":"Bathymetry","score":0.8905864953994751},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.680610179901123},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5894500613212585},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.5385682582855225},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5110310316085815},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4555157721042633},{"id":"https://openalex.org/keywords/plateau","display_name":"Plateau (mathematics)","score":0.42978528141975403},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21718153357505798},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18846163153648376},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.09719964861869812}],"concepts":[{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.8905864953994751},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.680610179901123},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5894500613212585},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.5385682582855225},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5110310316085815},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4555157721042633},{"id":"https://openalex.org/C2780030769","wikidata":"https://www.wikidata.org/wiki/Q4968575","display_name":"Plateau (mathematics)","level":2,"score":0.42978528141975403},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21718153357505798},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18846163153648376},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.09719964861869812},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2022.3177227","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3177227","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09780220.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6a4a70165ee142cfba5cc943d58b41dd","is_oa":true,"landing_page_url":"https://doaj.org/article/6a4a70165ee142cfba5cc943d58b41dd","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 4279-4296 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3177227","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3177227","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09780220.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.41999998688697815}],"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/G1633382592","display_name":null,"funder_award_id":"41901078","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/G3534453707","display_name":null,"funder_award_id":"20020100","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G3893082765","display_name":null,"funder_award_id":"41831177","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/G5183727914","display_name":null,"funder_award_id":"KFJ-SW","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5542030493","display_name":null,"funder_award_id":"2019QZKK0202","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5920051654","display_name":null,"funder_award_id":"2019QZKK0202","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/G7290492777","display_name":null,"funder_award_id":"183117","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7766766943","display_name":null,"funder_award_id":"KFJ-SW-YW038","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8070881998","display_name":null,"funder_award_id":"XDA20020100","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8767637328","display_name":null,"funder_award_id":"KFJ-SW-YW038","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285260167.pdf","grobid_xml":"https://content.openalex.org/works/W4285260167.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1891726477","https://openalex.org/W1965156418","https://openalex.org/W1967906870","https://openalex.org/W1977574713","https://openalex.org/W2000549868","https://openalex.org/W2001359375","https://openalex.org/W2007154098","https://openalex.org/W2010154598","https://openalex.org/W2013403068","https://openalex.org/W2014123121","https://openalex.org/W2018627383","https://openalex.org/W2018975691","https://openalex.org/W2033630816","https://openalex.org/W2057320569","https://openalex.org/W2060405276","https://openalex.org/W2060552827","https://openalex.org/W2062712708","https://openalex.org/W2064659950","https://openalex.org/W2070174008","https://openalex.org/W2078840559","https://openalex.org/W2097391681","https://openalex.org/W2101343526","https://openalex.org/W2105012295","https://openalex.org/W2108807256","https://openalex.org/W2125978400","https://openalex.org/W2131725398","https://openalex.org/W2137945826","https://openalex.org/W2138101720","https://openalex.org/W2148119123","https://openalex.org/W2152686492","https://openalex.org/W2160116837","https://openalex.org/W2168707907","https://openalex.org/W2241678010","https://openalex.org/W2464532968","https://openalex.org/W2485309759","https://openalex.org/W2499194778","https://openalex.org/W2514437796","https://openalex.org/W2600798029","https://openalex.org/W2605473822","https://openalex.org/W2725897987","https://openalex.org/W2739430201","https://openalex.org/W2743841931","https://openalex.org/W2760882305","https://openalex.org/W2761512934","https://openalex.org/W2776146695","https://openalex.org/W2783958285","https://openalex.org/W2889380484","https://openalex.org/W2917008619","https://openalex.org/W2947107764","https://openalex.org/W2949337302","https://openalex.org/W2952297896","https://openalex.org/W2954700524","https://openalex.org/W2969709240","https://openalex.org/W2970643736","https://openalex.org/W2981247900","https://openalex.org/W2995272598","https://openalex.org/W3010401626","https://openalex.org/W3022501542","https://openalex.org/W3031616041","https://openalex.org/W3040472426","https://openalex.org/W3095728645","https://openalex.org/W3131016703","https://openalex.org/W3158359751","https://openalex.org/W4236993164","https://openalex.org/W6722022265","https://openalex.org/W6723684865"],"related_works":["https://openalex.org/W4391585328","https://openalex.org/W4318676890","https://openalex.org/W2039947585","https://openalex.org/W4385195237","https://openalex.org/W3178576217","https://openalex.org/W4285102093","https://openalex.org/W4210644201","https://openalex.org/W3111532652","https://openalex.org/W4381189085","https://openalex.org/W2510451507"],"abstract_inverted_index":{"High-accuracy":[0],"lake":[1,9],"bathymetry":[2],"and":[3,26,36,47,56,71,73,101,121,123,160,169,172,184,227,241],"mapping":[4,40],"are":[5],"crucial":[6],"for":[7,103,238,246],"estimating":[8],"water":[10,51],"storage":[11],"on":[12],"the":[13,33,60,65,68,75,78,89,92,104,113,116,126,131,135,141,145,148,155,173,176,201,204,210,214,230],"Tibetan":[14],"Plateau":[15],"(TP).":[16],"In":[17],"this":[18],"study,":[19],"we":[20],"constructed":[21],"traditional":[22],"empirical":[23],"(TE)":[24],"models":[25,30],"machine":[27],"learning":[28],"(ML)":[29],"to":[31],"compare":[32],"prediction":[34],"accuracy":[35],"remote":[37],"sensing":[38],"bathymetric":[39,219,244],"performance":[41],"by":[42],"using":[43,88,112],"Sentinel-2":[44],"satellite":[45],"imagery":[46],"in":[48,59,80,144,189],"situ":[49],"measured":[50],"depth":[52,72,150,195],"from":[53],"Caiduochaka":[54],"(CK)":[55],"QiXiang":[57,190],"Co":[58,191],"central":[61],"TP.":[62],"We":[63],"analyzed":[64],"relationship":[66],"between":[67,99,119],"band":[69],"reflectance":[70],"explored":[74],"universality":[76],"of":[77,134,151,181,186,196,203],"model":[79,139,205,216],"different":[81,108],"lakes.":[82,248],"The":[83],"results":[84,211],"indicated":[85,212],"that":[86,213],"when":[87],"TE":[90,231],"model,":[91],"mean":[93,156,162],"absolute":[94,157],"percentage":[95],"error":[96,158,164],"(MAPE)":[97],"varied":[98,118],"14.5%":[100],"26.5%":[102],"test":[105,132],"dataset":[106,133],"at":[107],"study":[109],"sites.":[110],"When":[111],"ML":[114,215],"models,":[115],"MAPE":[117],"7.6%":[120],"18.9%,":[122],"it":[124],"was":[125,175,206],"better":[127],"choice":[128],"overall.":[129],"For":[130],"random":[136],"forest":[137],"(RF)":[138],"with":[140,147,178,192,221],"highest":[142,177],"accuracy,":[143,223],"CK":[146],"maximum":[149,194],"approximately":[152,197],"16":[153],"m,":[154,171,199],"(MAE)":[159],"root":[161],"square":[163],"(RMSE)":[165],"were":[166],"0.54":[167],"m":[168,183,188],"0.89":[170],"precision":[174],"an":[179],"MAE":[180],"1.13":[182],"RMSE":[185],"1.67":[187],"a":[193],"28":[198],"whereas":[200],"portability":[202],"not":[207],"satisfactory.":[208],"Overall,":[209],"can":[217,234],"obtain":[218],"maps":[220,245],"high":[222],"good":[224],"visual":[225],"performance,":[226],"reliability,":[228],"outperforming":[229],"model.":[232],"It":[233],"be":[235],"used":[236],"effectively":[237],"deriving":[239],"accurate":[240],"updated":[242],"high-resolution":[243],"shallow":[247]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
