{"id":"https://openalex.org/W4392381886","doi":"https://doi.org/10.3390/rs16050893","title":"Freshwater Aquaculture Mapping in \u201cHome of Chinese Crawfish\u201d by Using a Hierarchical Classification Framework and Sentinel-1/2 Data","display_name":"Freshwater Aquaculture Mapping in \u201cHome of Chinese Crawfish\u201d by Using a Hierarchical Classification Framework and Sentinel-1/2 Data","publication_year":2024,"publication_date":"2024-03-02","ids":{"openalex":"https://openalex.org/W4392381886","doi":"https://doi.org/10.3390/rs16050893"},"language":"en","primary_location":{"id":"doi:10.3390/rs16050893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050893","pdf_url":"https://www.mdpi.com/2072-4292/16/5/893/pdf?version=1709542495","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/2072-4292/16/5/893/pdf?version=1709542495","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103190875","display_name":"Chen Wang","orcid":"https://orcid.org/0009-0003-5718-4605"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wang","raw_affiliation_strings":["College of Land Science and Technology, China Agricultural University, Beijing 100193, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","College of Land Science and Technology, China Agricultural University, Beijing 100193, China;"],"affiliations":[{"raw_affiliation_string":"College of Land Science and Technology, China Agricultural University, Beijing 100193, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"College of Land Science and Technology, China Agricultural University, Beijing 100193, China;","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022466283","display_name":"Genhou Wang","orcid":"https://orcid.org/0000-0002-1323-213X"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genhou Wang","raw_affiliation_strings":["School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078693062","display_name":"Geli Zhang","orcid":"https://orcid.org/0000-0002-0386-5646"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Geli Zhang","raw_affiliation_strings":["College of Land Science and Technology, China Agricultural University, Beijing 100193, China","School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","College of Land Science and Technology, China Agricultural University, Beijing 100193, China;"],"affiliations":[{"raw_affiliation_string":"College of Land Science and Technology, China Agricultural University, Beijing 100193, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"College of Land Science and Technology, China Agricultural University, Beijing 100193, China;","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014059282","display_name":"Yifeng Cui","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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"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":"Yifeng Cui","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430832","display_name":"Xi Zhang","orcid":"https://orcid.org/0000-0002-2446-0306"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhang","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023915321","display_name":"Yingli He","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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"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":"Yingli He","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029781584","display_name":"Yan Zhou","orcid":"https://orcid.org/0000-0002-7416-9234"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhou","raw_affiliation_strings":["College of Geography and Environmental Science, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5078693062"],"corresponding_institution_ids":["https://openalex.org/I3125743391","https://openalex.org/I52158045"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.1686,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75234411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"5","first_page":"893","last_page":"893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9214000105857849,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.911300003528595,"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/aquaculture","display_name":"Aquaculture","score":0.5438538193702698},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.5147985816001892},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3845723867416382},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.21083593368530273},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20699593424797058}],"concepts":[{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.5438538193702698},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.5147985816001892},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3845723867416382},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.21083593368530273},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20699593424797058}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16050893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050893","pdf_url":"https://www.mdpi.com/2072-4292/16/5/893/pdf?version=1709542495","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:064ffc003fe64215a02c83fa7135ad69","is_oa":true,"landing_page_url":"https://doaj.org/article/064ffc003fe64215a02c83fa7135ad69","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 5, p 893 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16050893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050893","pdf_url":"https://www.mdpi.com/2072-4292/16/5/893/pdf?version=1709542495","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/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/G175256303","display_name":null,"funder_award_id":"81961128002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/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/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/G7057091296","display_name":null,"funder_award_id":"61128002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7089759452","display_name":null,"funder_award_id":"81961128002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8544590705","display_name":null,"funder_award_id":"2022YFF0802400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392381886.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W2006929658","https://openalex.org/W2040667072","https://openalex.org/W2044465660","https://openalex.org/W2056435747","https://openalex.org/W2063907334","https://openalex.org/W2070493638","https://openalex.org/W2101678239","https://openalex.org/W2113410727","https://openalex.org/W2114832532","https://openalex.org/W2174297542","https://openalex.org/W2725897987","https://openalex.org/W2768825742","https://openalex.org/W2911964244","https://openalex.org/W2936049842","https://openalex.org/W2944859034","https://openalex.org/W2954183191","https://openalex.org/W2969945043","https://openalex.org/W2984640139","https://openalex.org/W2987982347","https://openalex.org/W3032752459","https://openalex.org/W3034745079","https://openalex.org/W3084134403","https://openalex.org/W3087346639","https://openalex.org/W3087890773","https://openalex.org/W3127347439","https://openalex.org/W3145447959","https://openalex.org/W3158751426","https://openalex.org/W3163038524","https://openalex.org/W3198644317","https://openalex.org/W3202742882","https://openalex.org/W3209861676","https://openalex.org/W4200531819","https://openalex.org/W4206136122","https://openalex.org/W4210807095","https://openalex.org/W4213218694","https://openalex.org/W4221099382","https://openalex.org/W4224003982","https://openalex.org/W4229078625","https://openalex.org/W4230674625","https://openalex.org/W4281488225","https://openalex.org/W4300989607","https://openalex.org/W4307211653","https://openalex.org/W4308741160","https://openalex.org/W4308842821","https://openalex.org/W4318320667","https://openalex.org/W4318320854","https://openalex.org/W4321482447","https://openalex.org/W4362511140","https://openalex.org/W4366967960","https://openalex.org/W4377098773","https://openalex.org/W4378190929","https://openalex.org/W4383337086","https://openalex.org/W4385218495","https://openalex.org/W4386133449","https://openalex.org/W4386633822","https://openalex.org/W6761637427","https://openalex.org/W6765212750","https://openalex.org/W6808075671","https://openalex.org/W6847091783"],"related_works":["https://openalex.org/W4226374845","https://openalex.org/W319760976","https://openalex.org/W3088319873","https://openalex.org/W2087716278","https://openalex.org/W4362570340","https://openalex.org/W1581069374","https://openalex.org/W2341839491","https://openalex.org/W3186419065","https://openalex.org/W4311114108","https://openalex.org/W1559972896"],"abstract_inverted_index":{"The":[0,183,207,240],"escalating":[1],"evolution":[2],"of":[3,41,49,59,107,116,188,197,203,213,218,224,249,267],"aquaculture":[4,23,30,36,42,50,84,178,227,233,251,261],"has":[5],"wielded":[6],"a":[7,53,74,254],"profound":[8],"and":[9,18,44,65,69,101,131,135,161,264],"far-reaching":[10],"impact":[11],"on":[12,28,56,245],"regional":[13],"sustainable":[14],"development,":[15],"ecological":[16],"equilibrium,":[17],"food":[19],"security.":[20],"Currently,":[21],"most":[22],"mapping":[24,81],"efforts":[25],"mainly":[26],"focus":[27],"coastal":[29],"ponds":[31,87,234],"rather":[32],"than":[33],"diverse":[34],"inland":[35,83,259],"areas.":[37],"Recognizing":[38],"all":[39],"types":[40,48],"areas":[43,51,85,179],"accurately":[45],"classifying":[46],"different":[47],"remains":[52],"challenge.":[54],"Here,":[55],"the":[57,60,66,113,152,158,162,177,186,189,225,268],"basis":[58],"Google":[61],"Earth":[62],"Engine":[63],"(GEE)":[64],"time-series":[67],"Sentinel-1":[68],"-2":[70],"data,":[71],"we":[72,111,150],"developed":[73],"novel":[75],"hierarchical":[76,242],"framework":[77],"extraction":[78],"method":[79],"for":[80,205],"fine":[82],"(aquaculture":[86],"+":[88],"rice-crawfish":[89,219],"fields)":[90],"by":[91,232],"employing":[92],"distinct":[93,118],"phenological":[94,247],"disparities":[95],"within":[96],"two":[97],"temporal":[98],"windows":[99],"(T1":[100],"T2)":[102],"in":[103,229,262],"Qianjiang,":[104,230],"so-called":[105],"\u201cHome":[106],"Chinese":[108],"Crawfish\u201d.":[109],"Simultaneously,":[110],"evaluated":[112],"classification":[114],"performance":[115],"four":[117],"machine":[119,154],"learning":[120,155],"classifiers,":[121],"namely":[122],"Random":[123],"Forest":[124],"(RF),":[125],"Support":[126],"Vector":[127],"Machine":[128],"(SVM),":[129],"Classification":[130],"Regression":[132],"Trees":[133],"(CART),":[134],"Gradient":[136],"Boosting":[137],"(GTB),":[138],"as":[139,141],"well":[140],"11":[142],"feature":[143,164,167,172],"combinations.":[144],"Following":[145],"an":[146,170,193,200,211],"exhaustive":[147],"comparative":[148],"analysis,":[149],"selected":[151],"optimal":[153,163],"classifier":[156],"(i.e.,":[157,166],"RF":[159],"classifier)":[160],"combination":[165,168],"after":[169],"automated":[171],"selection":[173],"method)":[174],"to":[175,257],"classify":[176],"with":[180,199],"high":[181],"accuracy.":[182],"results":[184],"underscore":[185],"robustness":[187],"proposed":[190,241],"methodology,":[191],"achieving":[192],"outstanding":[194],"overall":[195],"accuracy":[196],"93.8%,":[198],"F1":[201],"score":[202],"0.94":[204],"aquaculture.":[206],"result":[208],"indicates":[209],"that":[210],"area":[212,228],"214.6":[214],"\u00b1":[215,236],"10.5":[216],"km2":[217],"fields,":[220],"constituting":[221],"approximately":[222],"83%":[223],"entire":[226],"followed":[231],"(44.3":[235],"10.7":[237],"km2,":[238],"17%).":[239],"framework,":[243],"based":[244],"significant":[246],"characteristics":[248],"varied":[250],"types,":[252],"provides":[253],"new":[255],"approach":[256],"monitoring":[258],"freshwater":[260],"China":[263],"other":[265],"regions":[266],"world.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
