{"id":"https://openalex.org/W4405008056","doi":"https://doi.org/10.1007/s12145-024-01547-5","title":"Mapping flood inundation in Baro Akobo Basin, Itang area, Ethiopia: integrating machine learning and process-based models","display_name":"Mapping flood inundation in Baro Akobo Basin, Itang area, Ethiopia: integrating machine learning and process-based models","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405008056","doi":"https://doi.org/10.1007/s12145-024-01547-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01547-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01547-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","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":"https://openalex.org/A5000427284","display_name":"Yonata Belina","orcid":"https://orcid.org/0009-0000-6975-3252"},"institutions":[{"id":"https://openalex.org/I153487414","display_name":"Haramaya University","ror":"https://ror.org/059yk7s89","country_code":"ET","type":"education","lineage":["https://openalex.org/I153487414"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Yonata Belina","raw_affiliation_strings":["Department of Hydraulic and Water Resources Engineering, Haramaya Institute of Technology, Haramaya University, P.O. Box 138, Dire Dawa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydraulic and Water Resources Engineering, Haramaya Institute of Technology, Haramaya University, P.O. Box 138, Dire Dawa, Ethiopia","institution_ids":["https://openalex.org/I153487414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108003690","display_name":"Asfaw Kebede","orcid":"https://orcid.org/0000-0002-5212-7340"},"institutions":[{"id":"https://openalex.org/I153487414","display_name":"Haramaya University","ror":"https://ror.org/059yk7s89","country_code":"ET","type":"education","lineage":["https://openalex.org/I153487414"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Asfaw Kebede","raw_affiliation_strings":["Department of Hydraulic and Water Resources Engineering, Haramaya Institute of Technology, Haramaya University, P.O. Box 138, Dire Dawa, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydraulic and Water Resources Engineering, Haramaya Institute of Technology, Haramaya University, P.O. Box 138, Dire Dawa, Ethiopia","institution_ids":["https://openalex.org/I153487414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085899058","display_name":"Muthoni Masinde","orcid":"https://orcid.org/0000-0002-8914-0055"},"institutions":[{"id":"https://openalex.org/I110603874","display_name":"Central University of Technology","ror":"https://ror.org/033z08192","country_code":"ZA","type":"education","lineage":["https://openalex.org/I110603874"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Muthoni Masinde","raw_affiliation_strings":["Department of IT, Central University of Technology, Free State, Private Bag X20539, Bloemfontein, 9301, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IT, Central University of Technology, Free State, Private Bag X20539, Bloemfontein, 9301, South Africa","institution_ids":["https://openalex.org/I110603874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000427284"],"corresponding_institution_ids":["https://openalex.org/I153487414"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":1.685,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83610061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.996399998664856,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9686999917030334,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6835774779319763},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6206462979316711},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.5517053604125977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38675713539123535},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.35795122385025024},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3578122854232788},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3240143656730652},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19249919056892395},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.16722780466079712},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.12585148215293884},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.11109906435012817}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6835774779319763},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6206462979316711},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.5517053604125977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38675713539123535},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.35795122385025024},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3578122854232788},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3240143656730652},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19249919056892395},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.16722780466079712},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.12585148215293884},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.11109906435012817},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01547-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01547-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1555092071","https://openalex.org/W1579963711","https://openalex.org/W1972082561","https://openalex.org/W1973359108","https://openalex.org/W2016698316","https://openalex.org/W2033904036","https://openalex.org/W2036525020","https://openalex.org/W2063226707","https://openalex.org/W2081038879","https://openalex.org/W2088041826","https://openalex.org/W2108870436","https://openalex.org/W2109612564","https://openalex.org/W2162413692","https://openalex.org/W2263939926","https://openalex.org/W2267093276","https://openalex.org/W2285323052","https://openalex.org/W2328399833","https://openalex.org/W2336831281","https://openalex.org/W2397127589","https://openalex.org/W2403005641","https://openalex.org/W2465950597","https://openalex.org/W2518675717","https://openalex.org/W2531030373","https://openalex.org/W2605253108","https://openalex.org/W2605739831","https://openalex.org/W2767437102","https://openalex.org/W2770517037","https://openalex.org/W2779889328","https://openalex.org/W2811000304","https://openalex.org/W3005821048","https://openalex.org/W3008408706","https://openalex.org/W3023661246","https://openalex.org/W3030136000","https://openalex.org/W3034135156","https://openalex.org/W3113114196","https://openalex.org/W3127220119","https://openalex.org/W3151640016","https://openalex.org/W3152468779","https://openalex.org/W3208481836","https://openalex.org/W4206060721","https://openalex.org/W4206243600","https://openalex.org/W4283315595","https://openalex.org/W4283646338","https://openalex.org/W4287833909","https://openalex.org/W4310434296","https://openalex.org/W4313880494","https://openalex.org/W4317106932","https://openalex.org/W4317883043","https://openalex.org/W4322724165","https://openalex.org/W4376141686","https://openalex.org/W4377097021","https://openalex.org/W4393160869","https://openalex.org/W4402353945"],"related_works":["https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2592964249","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W1984402782","https://openalex.org/W2137941439","https://openalex.org/W2004200960","https://openalex.org/W1999891779"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}