{"id":"https://openalex.org/W4311529413","doi":"https://doi.org/10.3390/rs14236129","title":"Remote Sensing-Supported Flood Forecasting of Urbanized Watersheds\u2014A Case Study in Southern China","display_name":"Remote Sensing-Supported Flood Forecasting of Urbanized Watersheds\u2014A Case Study in Southern China","publication_year":2022,"publication_date":"2022-12-03","ids":{"openalex":"https://openalex.org/W4311529413","doi":"https://doi.org/10.3390/rs14236129"},"language":"en","primary_location":{"id":"doi:10.3390/rs14236129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236129","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6129/pdf?version=1670322613","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/2072-4292/14/23/6129/pdf?version=1670322613","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100612897","display_name":"Yu Gu","orcid":"https://orcid.org/0000-0001-8772-2273"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Gu","raw_affiliation_strings":["School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020040862","display_name":"Yangbo Chen","orcid":"https://orcid.org/0000-0003-4445-2933"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yangbo Chen","raw_affiliation_strings":["School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023540985","display_name":"Huaizhang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaizhang Sun","raw_affiliation_strings":["School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361870","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-5038-0414"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020040862"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7935,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70585971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"14","issue":"23","first_page":"6129","last_page":"6129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9998000264167786,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9975000023841858,"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/flood-forecasting","display_name":"Flood forecasting","score":0.7969117760658264},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7591439485549927},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.7489052414894104},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7145214676856995},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.6547808647155762},{"id":"https://openalex.org/keywords/urbanization","display_name":"Urbanization","score":0.6330722570419312},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.6193094253540039},{"id":"https://openalex.org/keywords/hec-hms","display_name":"HEC-HMS","score":0.5704105496406555},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.5441580414772034},{"id":"https://openalex.org/keywords/100-year-flood","display_name":"100-year flood","score":0.5210846662521362},{"id":"https://openalex.org/keywords/flood-stage","display_name":"Flood stage","score":0.5162684917449951},{"id":"https://openalex.org/keywords/flood-control","display_name":"Flood control","score":0.46982693672180176},{"id":"https://openalex.org/keywords/flood-mitigation","display_name":"Flood mitigation","score":0.41417601704597473},{"id":"https://openalex.org/keywords/floodplain","display_name":"Floodplain","score":0.4112715721130371},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.3499927520751953},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19866180419921875},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11245399713516235},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11101594567298889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.0747135579586029}],"concepts":[{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.7969117760658264},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7591439485549927},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.7489052414894104},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7145214676856995},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.6547808647155762},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.6330722570419312},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.6193094253540039},{"id":"https://openalex.org/C132916221","wikidata":"https://www.wikidata.org/wiki/Q5629419","display_name":"HEC-HMS","level":3,"score":0.5704105496406555},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.5441580414772034},{"id":"https://openalex.org/C171878848","wikidata":"https://www.wikidata.org/wiki/Q336797","display_name":"100-year flood","level":3,"score":0.5210846662521362},{"id":"https://openalex.org/C29434407","wikidata":"https://www.wikidata.org/wiki/Q28208712","display_name":"Flood stage","level":4,"score":0.5162684917449951},{"id":"https://openalex.org/C539955404","wikidata":"https://www.wikidata.org/wiki/Q1187968","display_name":"Flood control","level":3,"score":0.46982693672180176},{"id":"https://openalex.org/C2777420705","wikidata":"https://www.wikidata.org/wiki/Q5460072","display_name":"Flood mitigation","level":3,"score":0.41417601704597473},{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.4112715721130371},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3499927520751953},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19866180419921875},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11245399713516235},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11101594567298889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0747135579586029},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14236129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236129","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6129/pdf?version=1670322613","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:363d3b81764e4db8ba2250573b204910","is_oa":true,"landing_page_url":"https://doaj.org/article/363d3b81764e4db8ba2250573b204910","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 14, Iss 23, p 6129 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/23/6129/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14236129","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 23; Pages: 6129","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14236129","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14236129","pdf_url":"https://www.mdpi.com/2072-4292/14/23/6129/pdf?version=1670322613","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":0.8399999737739563,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4881159174","display_name":null,"funder_award_id":"2020B1515120079","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5248870169","display_name":null,"funder_award_id":"51961125206","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311529413.pdf","grobid_xml":"https://content.openalex.org/works/W4311529413.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W1575312674","https://openalex.org/W1936477987","https://openalex.org/W1939362280","https://openalex.org/W1969687361","https://openalex.org/W1974157410","https://openalex.org/W1974321468","https://openalex.org/W1982317067","https://openalex.org/W1982693093","https://openalex.org/W1989259839","https://openalex.org/W1990436032","https://openalex.org/W1998036756","https://openalex.org/W1998758252","https://openalex.org/W1999138591","https://openalex.org/W1999711102","https://openalex.org/W2013871756","https://openalex.org/W2016581285","https://openalex.org/W2017118246","https://openalex.org/W2022979816","https://openalex.org/W2024339093","https://openalex.org/W2033288432","https://openalex.org/W2039107171","https://openalex.org/W2039507572","https://openalex.org/W2041579970","https://openalex.org/W2047237187","https://openalex.org/W2047508063","https://openalex.org/W2060873852","https://openalex.org/W2061438161","https://openalex.org/W2062151261","https://openalex.org/W2074905077","https://openalex.org/W2075108083","https://openalex.org/W2082874195","https://openalex.org/W2083969571","https://openalex.org/W2087884757","https://openalex.org/W2097089247","https://openalex.org/W2099382815","https://openalex.org/W2107074433","https://openalex.org/W2122389133","https://openalex.org/W2123435199","https://openalex.org/W2128009639","https://openalex.org/W2129277198","https://openalex.org/W2130269771","https://openalex.org/W2136638101","https://openalex.org/W2147276516","https://openalex.org/W2149557078","https://openalex.org/W2151897820","https://openalex.org/W2161528141","https://openalex.org/W2166232080","https://openalex.org/W2183946895","https://openalex.org/W2219512040","https://openalex.org/W2255236674","https://openalex.org/W2314319105","https://openalex.org/W2363119214","https://openalex.org/W2389718765","https://openalex.org/W2393874278","https://openalex.org/W2562779273","https://openalex.org/W2617361421","https://openalex.org/W2761837163","https://openalex.org/W2766531076","https://openalex.org/W2968231848","https://openalex.org/W3016535768","https://openalex.org/W3117575853","https://openalex.org/W3126559375","https://openalex.org/W3138564814","https://openalex.org/W3144057279","https://openalex.org/W3165064679","https://openalex.org/W3179549481","https://openalex.org/W3213282982","https://openalex.org/W4205546298","https://openalex.org/W4223430724","https://openalex.org/W4223523770","https://openalex.org/W4223940646","https://openalex.org/W4224226982","https://openalex.org/W4229070826","https://openalex.org/W4229370001","https://openalex.org/W4251410852","https://openalex.org/W4282836410","https://openalex.org/W4289938273","https://openalex.org/W4292386809","https://openalex.org/W4293661115","https://openalex.org/W4295359802","https://openalex.org/W4296247676","https://openalex.org/W4296350769","https://openalex.org/W4297181085","https://openalex.org/W4304633207","https://openalex.org/W6665514426","https://openalex.org/W6671336028","https://openalex.org/W6682555484","https://openalex.org/W6754300973","https://openalex.org/W6838053028","https://openalex.org/W7019661644"],"related_works":["https://openalex.org/W2615598033","https://openalex.org/W2186121670","https://openalex.org/W2186700429","https://openalex.org/W1966662679","https://openalex.org/W1968974662","https://openalex.org/W577662667","https://openalex.org/W39839263","https://openalex.org/W37872583","https://openalex.org/W2358560889","https://openalex.org/W2019854565"],"abstract_inverted_index":{"Urbanization":[0],"has":[1],"significant":[2],"impacts":[3],"on":[4,26,145,190],"watershed":[5,45,91],"hydrology,":[6],"but":[7],"previous":[8],"studies":[9,19,166],"have":[10,20,167],"been":[11],"confirmatory":[12],"and":[13,65,93,113,121,131,162,184,231],"not":[14],"comprehensive;":[15],"in":[16,28,39,46,57,133,140,172,180,226],"particular,":[17],"few":[18],"addressed":[21],"the":[22,47,69,77,103,106,114,126,146,155,205,220,234,238,242,251],"impact":[23],"of":[24,101,105,128,149,208,219,237,246],"urbanization":[25],"flooding":[27,92],"highly":[29,43],"urbanized":[30,44,134,141,173,181,247],"watersheds.":[31,174],"In":[32],"this":[33,35,227],"study,":[34],"effect":[36],"is":[37,87,109,199],"studied":[38],"Chebei":[40,252],"Creek,":[41],"a":[42,80,200],"Pearl":[48],"River":[49],"Delta,":[50],"southern":[51],"China.":[52],"Landsat":[53],"satellite":[54],"images":[55],"acquired":[56],"2015":[58],"were":[59,229],"used":[60,225],"to":[61,89,154],"estimate":[62],"land":[63],"use":[64],"cover":[66],"changes":[67],"using":[68],"Decision":[70],"Tree":[71],"(DT)":[72],"C4.5":[73],"classification":[74],"algorithm,":[75],"while":[76],"Liuxihe":[78,197,239],"model,":[79],"physically":[81],"based":[82,189],"distributed":[83],"hydrological":[84,94,138],"model":[85,198,240],"(PBDHM),":[86],"employed":[88],"simulate":[90],"processes.":[95],"For":[96],"areas":[97,153],"with":[98],"high":[99],"degrees":[100],"urbanization,":[102],"duration":[104],"flood":[107,115,129,157,160,170,178,210,214,222,244],"peak":[108,159],"only":[110],"1":[111],"h,":[112],"water":[116],"level":[117],"shows":[118],"steep":[119],"rises":[120],"falls.":[122],"These":[123],"characteristics":[124],"increase":[125],"difficulty":[127],"modeling":[130],"forecasting":[132,171,179,211,223,245],"areas.":[135],"At":[136],"present,":[137],"research":[139],"watersheds":[142],"generally":[143],"focuses":[144],"quantitative":[147],"simulation":[148],"runoff":[150,163],"from":[151],"urban":[152],"watershed,":[156],"flows,":[158],"flow,":[161],"depth.":[164],"Few":[165],"involved":[168],"real-time":[169,177,243],"To":[175],"achieve":[176],"watersheds,":[182],"PBDHMs":[183],"refined":[185],"underlying":[186],"surface":[187],"data":[188],"remote":[191],"sensing":[192],"technology":[193],"are":[194],"necessary.":[195],"The":[196,217],"PBDHM":[201],"that":[202],"can":[203],"meet":[204],"accuracy":[206],"requirements":[207],"inflow":[209],"for":[212,241],"reservoir":[213],"control":[215],"operations.":[216],"accuracies":[218],"two":[221],"methods":[224],"study":[228],"83.95%":[230],"97.06%,":[232],"showing":[233],"excellent":[235],"performance":[236],"rivers":[248],"such":[249],"as":[250],"Creek":[253],"watershed.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2022-12-26T00:00:00"}