{"id":"https://openalex.org/W7081943318","doi":"https://doi.org/10.1016/j.envsoft.2025.106691","title":"Transfer learning using the global Caravan dataset for developing a local river streamflow prediction model","display_name":"Transfer learning using the global Caravan dataset for developing a local river streamflow prediction model","publication_year":2025,"publication_date":"2025-09-12","ids":{"openalex":"https://openalex.org/W7081943318","doi":"https://doi.org/10.1016/j.envsoft.2025.106691"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2025.106691","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2025.106691","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Almas Alzhanov","orcid":"https://orcid.org/0009-0007-8083-2366"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Almas Alzhanov","raw_affiliation_strings":["Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aliya Nugumanova","orcid":"https://orcid.org/0000-0001-5522-4421"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aliya Nugumanova","raw_affiliation_strings":["Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"last","author":{"id":null,"display_name":"Vsevolod Moreido","orcid":"https://orcid.org/0000-0003-1763-4096"},"institutions":[{"id":"https://openalex.org/I4210109676","display_name":"Institute of Water Problems","ror":"https://ror.org/01rmxff98","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210109676","https://openalex.org/I4210163714"]},{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ","RU"],"is_corresponding":false,"raw_author_name":"Vsevolod Moreido","raw_affiliation_strings":["Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan","Water Problems Institute of Russian Academy of Sciences, Moscow, 119333, Russia"],"affiliations":[{"raw_affiliation_string":"Big Data and Blockchain Technologies Research Innovation Center, Astana IT University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]},{"raw_affiliation_string":"Water Problems Institute of Russian Academy of Sciences, Moscow, 119333, Russia","institution_ids":["https://openalex.org/I4210109676"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210141757"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60365351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"194","issue":null,"first_page":"106691","last_page":"106691"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6603000164031982,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6603000164031982,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.026100000366568565,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"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/T14311","display_name":"Electrical and Electromagnetic Research","score":0.020400000736117363,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/streamflow","display_name":"Streamflow","score":0.8274999856948853},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.7106000185012817},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5849000215530396},{"id":"https://openalex.org/keywords/water-transfer","display_name":"Water transfer","score":0.427700012922287},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4262999892234802},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.35409998893737793},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.328900009393692},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.32170000672340393}],"concepts":[{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.8274999856948853},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.7106000185012817},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5849000215530396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49230000376701355},{"id":"https://openalex.org/C2992143177","wikidata":"https://www.wikidata.org/wiki/Q7973862","display_name":"Water transfer","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4262999892234802},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.35409998893737793},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31209999322891235},{"id":"https://openalex.org/C2993630001","wikidata":"https://www.wikidata.org/wiki/Q60793879","display_name":"Flood risk management","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.301800012588501},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C2992660569","wikidata":"https://www.wikidata.org/wiki/Q8068","display_name":"River flood","level":3,"score":0.2703999876976013},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.25429999828338623},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.envsoft.2025.106691","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2025.106691","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5046801388","display_name":null,"funder_award_id":"BR24992899","funder_id":"https://openalex.org/F4320322726","funder_display_name":"Ministry of Education and Science of the Republic of Kazakhstan"}],"funders":[{"id":"https://openalex.org/F4320322726","display_name":"Ministry of Education and Science of the Republic of Kazakhstan","ror":"https://ror.org/03pj6ge82"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1981857937","https://openalex.org/W2010624461","https://openalex.org/W2064675550","https://openalex.org/W2603766970","https://openalex.org/W2742131558","https://openalex.org/W2800819102","https://openalex.org/W2946372533","https://openalex.org/W2963583070","https://openalex.org/W2964472978","https://openalex.org/W2993872008","https://openalex.org/W2995149074","https://openalex.org/W3120194904","https://openalex.org/W3140862400","https://openalex.org/W4220831878","https://openalex.org/W4313814630","https://openalex.org/W4318592683","https://openalex.org/W4379472877","https://openalex.org/W4383223012","https://openalex.org/W4388422572","https://openalex.org/W4393901651","https://openalex.org/W4396897549","https://openalex.org/W4400285347","https://openalex.org/W4400942765","https://openalex.org/W4402489167","https://openalex.org/W4402491539","https://openalex.org/W4405574426","https://openalex.org/W4406877672","https://openalex.org/W4407568467"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}