{"id":"https://openalex.org/W7163652604","doi":"https://doi.org/10.1016/j.envsoft.2026.107056","title":"Modelling the human impact on hydrological cycle: The MISDc v3.1 model","display_name":"Modelling the human impact on hydrological cycle: The MISDc v3.1 model","publication_year":2026,"publication_date":"2026-06-06","ids":{"openalex":"https://openalex.org/W7163652604","doi":"https://doi.org/10.1016/j.envsoft.2026.107056"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2026.107056","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2026.107056","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.envsoft.2026.107056","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053810442","display_name":"Sindhu Kalimisetty","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sindhu Kalimisetty","raw_affiliation_strings":["National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002766884","display_name":"Alberto Montanari","orcid":"https://orcid.org/0000-0001-7428-0410"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Montanari","raw_affiliation_strings":["Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054871368","display_name":"Serena Ceola","orcid":"https://orcid.org/0000-0003-1757-509X"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Serena Ceola","raw_affiliation_strings":["Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037109275","display_name":"Irene Palazzoli","orcid":"https://orcid.org/0000-0001-8273-2472"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Irene Palazzoli","raw_affiliation_strings":["Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Chemical, Environmental, and Materials Engineering, Alma Mater Studiorum Universit\u00e0 di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137955877","display_name":"Paolo Stocchi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Stocchi","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate, National Research Council (CNR-ISAC), Bologna 40129, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate, National Research Council (CNR-ISAC), Bologna 40129, Italy","institution_ids":["https://openalex.org/I4210096500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137953713","display_name":"Paolo Filippucci","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Filippucci","raw_affiliation_strings":["National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126225488","display_name":"Luca Brocca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Brocca","raw_affiliation_strings":["National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045429796","display_name":"Jacopo Dari","orcid":"https://orcid.org/0000-0003-2740-5270"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]},{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jacopo Dari","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Perugia, Perugia, Italy","National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107015769","display_name":"Francesco Tornatore","orcid":null},"institutions":[{"id":"https://openalex.org/I1310212576","display_name":"European Food Safety Authority","ror":"https://ror.org/056nc1c48","country_code":"IT","type":"government","lineage":["https://openalex.org/I1310212576"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Tornatore","raw_affiliation_strings":["Po River Basin District Authority (ADBPO), Parma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Po River Basin District Authority (ADBPO), Parma, Italy","institution_ids":["https://openalex.org/I1310212576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027899872","display_name":"Federica Bonaiuti","orcid":null},"institutions":[{"id":"https://openalex.org/I1310212576","display_name":"European Food Safety Authority","ror":"https://ror.org/056nc1c48","country_code":"IT","type":"government","lineage":["https://openalex.org/I1310212576"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Bonaiuti","raw_affiliation_strings":["Po River Basin District Authority (ADBPO), Parma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Po River Basin District Authority (ADBPO), Parma, Italy","institution_ids":["https://openalex.org/I1310212576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069157077","display_name":"Stefania Camici","orcid":"https://orcid.org/0000-0002-5149-5395"},"institutions":[{"id":"https://openalex.org/I4210091655","display_name":"Research Institute for Geo-Hydrological Protection","ror":"https://ror.org/0040zx077","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Stefania Camici","raw_affiliation_strings":["National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5149-5395","affiliations":[{"raw_affiliation_string":"National Research Council, Research Institute for Geo-Hydrological Protection, Perugia, Italy","institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5069157077"],"corresponding_institution_ids":["https://openalex.org/I4210091655","https://openalex.org/I4210155236"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":{"value":3400,"currency":"USD","value_usd":3400},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87464165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"204","issue":null,"first_page":"107056","last_page":"107056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.03999999910593033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.03999999910593033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.03999999910593033,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.016499999910593033,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hydrological-modelling","display_name":"Hydrological modelling","score":0.27570000290870667},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.2621000111103058},{"id":"https://openalex.org/keywords/numerical-models","display_name":"Numerical models","score":0.2353000044822693},{"id":"https://openalex.org/keywords/mathematical-model","display_name":"Mathematical model","score":0.23469999432563782},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.23340000212192535}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.45809999108314514},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2750999927520752},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C2986605239","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Numerical models","level":3,"score":0.2353000044822693},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.23469999432563782},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.23340000212192535},{"id":"https://openalex.org/C133830359","wikidata":"https://www.wikidata.org/wiki/Q81041","display_name":"Water cycle","level":2,"score":0.23100000619888306},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.22339999675750732},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.21690000593662262}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.envsoft.2026.107056","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2026.107056","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/1067490","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/1067490","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.envsoft.2026.107056","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2026.107056","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320331528","display_name":"Ministero dell'Universit\u00e0 e della Ricerca","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W802395396","https://openalex.org/W1677549105","https://openalex.org/W1864013975","https://openalex.org/W1919296332","https://openalex.org/W1972448342","https://openalex.org/W1988293539","https://openalex.org/W1990471334","https://openalex.org/W1995661436","https://openalex.org/W2000779942","https://openalex.org/W2005346918","https://openalex.org/W2010281465","https://openalex.org/W2028244921","https://openalex.org/W2033565439","https://openalex.org/W2033904036","https://openalex.org/W2036887984","https://openalex.org/W2039375533","https://openalex.org/W2040094443","https://openalex.org/W2048049325","https://openalex.org/W2070817134","https://openalex.org/W2081346522","https://openalex.org/W2083323904","https://openalex.org/W2084432648","https://openalex.org/W2103751670","https://openalex.org/W2112084935","https://openalex.org/W2117779820","https://openalex.org/W2123775647","https://openalex.org/W2138659820","https://openalex.org/W2144990831","https://openalex.org/W2170396766","https://openalex.org/W2485420366","https://openalex.org/W2488205021","https://openalex.org/W2605131606","https://openalex.org/W2611387561","https://openalex.org/W2611498547","https://openalex.org/W2681981254","https://openalex.org/W2761027408","https://openalex.org/W2790799618","https://openalex.org/W2791152274","https://openalex.org/W2805544551","https://openalex.org/W2810399778","https://openalex.org/W2811176599","https://openalex.org/W2888926349","https://openalex.org/W2890649118","https://openalex.org/W2967440832","https://openalex.org/W2979377703","https://openalex.org/W2979460632","https://openalex.org/W2988197494","https://openalex.org/W2989819867","https://openalex.org/W3011511334","https://openalex.org/W3045135671","https://openalex.org/W3093208353","https://openalex.org/W3121430079","https://openalex.org/W3159008752","https://openalex.org/W3174331331","https://openalex.org/W3179304361","https://openalex.org/W3195301222","https://openalex.org/W3205002495","https://openalex.org/W4200441574","https://openalex.org/W4205704347","https://openalex.org/W4210959192","https://openalex.org/W4254810639","https://openalex.org/W4282834314","https://openalex.org/W4283574522","https://openalex.org/W4295928734","https://openalex.org/W4296745879","https://openalex.org/W4308117558","https://openalex.org/W4317234048","https://openalex.org/W4319827864","https://openalex.org/W4324138043","https://openalex.org/W4361225447","https://openalex.org/W4362608145","https://openalex.org/W4380148596","https://openalex.org/W4385429891","https://openalex.org/W4385693309","https://openalex.org/W4391512344","https://openalex.org/W4392471046","https://openalex.org/W4392869467","https://openalex.org/W4396813388","https://openalex.org/W4402948439","https://openalex.org/W4403315424","https://openalex.org/W4403742441","https://openalex.org/W4407132109","https://openalex.org/W4408378716","https://openalex.org/W4409240896","https://openalex.org/W4411921684","https://openalex.org/W4412187420","https://openalex.org/W4412664591","https://openalex.org/W4413147490","https://openalex.org/W4413860219","https://openalex.org/W7128537418"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"This":[1],"study":[2],"presents":[3],"MISDc":[4,132],"v3.1":[5,133],",":[6],"a":[7,116,141],"process-based,":[8],"flexible":[9,144],"and":[10,22,58,68,91,104,129,143],"open-source":[11],"hydrological":[12],"model":[13,27,120],"developed":[14],"to":[15,30,37,126,137],"simulate":[16],"complex":[17],"water":[18,66,148],"dynamics":[19],"in":[20],"large":[21],"human-impacted":[23],"river":[24,56,97],"systems.":[25],"The":[26,87],"is":[28,49,134],"applied":[29],"the":[31,105,112],"Po":[32],"River":[33],"basin,":[34],"Italy,":[35],"subjected":[36],"strong":[38,75],"anthropogenic":[39],"impact.":[40],"Calibration":[41],"uses":[42],"hydrometeorological":[43],"data":[44],"from":[45],"2000\u20132023,":[46],"while":[47],"validation":[48],"performed":[50],"through":[51,111],"multi-variable":[52],"comparison":[53],"against":[54],"observed":[55],"discharge":[57,98],"satellite-based":[59],"measurements":[60],"of":[61,89,119],"soil":[62],"moisture,":[63],"evaporation,":[64],"snow":[65],"equivalent,":[67],"irrigation":[69,90],"volumes.":[70],"Quantitative":[71],"performance":[72],"assessment":[73],"indicates":[74],"simulation":[76],"accuracy":[77],"across":[78,122],"multiple":[79],"gauge":[80],"stations":[81],"(modified":[82],"Kling\u2013Gupta":[83],"Efficiency":[84],"=":[85],"0.88\u20130.93).":[86],"inclusion":[88],"reservoir":[92],"operation":[93],"modules":[94],"markedly":[95],"enhances":[96],"simulations,":[99],"particularly":[100],"during":[101],"low-flow":[102],"conditions":[103],"2022\u20132023":[106],"extreme":[107],"drought.":[108],"Uncertainty,":[109],"assessed":[110],"BLUECAT":[113],"method,":[114],"fosters":[115],"better":[117],"understanding":[118],"reliability":[121],"flow":[123],"regimes.":[124],"Owing":[125],"its":[127],"Python-based":[128],"open-access":[130],"architecture,":[131],"easily":[135],"transferable":[136],"other":[138],"basins,":[139],"offering":[140],"robust":[142],"tool":[145],"for":[146],"integrated":[147],"resources":[149],"management.":[150]},"counts_by_year":[],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2026-06-06T00:00:00"}
