{"id":"https://openalex.org/W4405583925","doi":"https://doi.org/10.1007/s12145-024-01650-7","title":"Development of deep learning approaches for drought forecasting: a comparative study in a cold and semi-arid region","display_name":"Development of deep learning approaches for drought forecasting: a comparative study in a cold and semi-arid region","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405583925","doi":"https://doi.org/10.1007/s12145-024-01650-7"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01650-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01650-7","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/A5019102413","display_name":"Amin Gharehbaghi","orcid":"https://orcid.org/0000-0002-2898-3681"},"institutions":[{"id":"https://openalex.org/I4210154391","display_name":"Hasan Kalyoncu University","ror":"https://ror.org/054g2pw49","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210154391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Amin Gharehbaghi","raw_affiliation_strings":["Faculty of Engineering, Department of Civil Engineering, Hasan Kalyoncu University, \u015eahinbey, Gaziantep, T\u00fcrkiye","Faculty of Engineering, Department of Civil Engineering, Hasan Kalyoncu University, \u015eahinbey, Gaziantep, T\u00fcrkiye, 27110"],"raw_orcid":"https://orcid.org/0000-0002-2898-3681","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, Hasan Kalyoncu University, \u015eahinbey, Gaziantep, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210154391"]},{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, Hasan Kalyoncu University, \u015eahinbey, Gaziantep, T\u00fcrkiye, 27110","institution_ids":["https://openalex.org/I4210154391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084488907","display_name":"Redvan Ghasemloun\u0131a","orcid":"https://orcid.org/0000-0003-1796-4562"},"institutions":[{"id":"https://openalex.org/I4210161067","display_name":"Gedik University","ror":"https://ror.org/05msvfx67","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210161067"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Redvan Ghasemlounia","raw_affiliation_strings":["Faculty of Engineering, Department of Civil Engineering, Istanbul Gedik University, Istanbul, T\u00fcrkiye","Faculty of Engineering, Department of Civil Engineering, Istanbul Gedik University, Istanbul, T\u00fcrkiye, 34876"],"raw_orcid":"https://orcid.org/0000-0003-1796-4562","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, Istanbul Gedik University, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210161067"]},{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, Istanbul Gedik University, Istanbul, T\u00fcrkiye, 34876","institution_ids":["https://openalex.org/I4210161067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051433108","display_name":"Babak Vaheddoost","orcid":"https://orcid.org/0000-0002-4767-6660"},"institutions":[{"id":"https://openalex.org/I192257213","display_name":"Bursa Technical University","ror":"https://ror.org/03rdpn141","country_code":"TR","type":"education","lineage":["https://openalex.org/I192257213"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Babak Vaheddoost","raw_affiliation_strings":["Faculty of Engineering and Natural Sciences, Dept. of Civil Engineering, Bursa Technical University, Yildirim, Bursa, T\u00fcrkiye","Faculty of Engineering and Natural Sciences, Dept. of Civil Engineering, Bursa Technical University, Yildirim, Bursa, T\u00fcrkiye, 16310"],"raw_orcid":"https://orcid.org/0000-0002-4767-6660","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Dept. of Civil Engineering, Bursa Technical University, Yildirim, Bursa, T\u00fcrkiye","institution_ids":["https://openalex.org/I192257213"]},{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Dept. of Civil Engineering, Bursa Technical University, Yildirim, Bursa, T\u00fcrkiye, 16310","institution_ids":["https://openalex.org/I192257213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015957509","display_name":"Farshad Ahmadi","orcid":"https://orcid.org/0000-0001-7387-0224"},"institutions":[{"id":"https://openalex.org/I196051555","display_name":"Shahid Chamran University of Ahvaz","ror":"https://ror.org/01k3mbs15","country_code":"IR","type":"education","lineage":["https://openalex.org/I196051555"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Farshad Ahmadi","raw_affiliation_strings":["Department of Hydrology & Water Resources Engineering, Shahid Chamran University of Ahvaz, Ahvaz, , 6135783151, Iran","Department of Hydrology & Water Resources Engineering, Shahid Chamran University of Ahvaz, Ahvaz, , Iran"],"raw_orcid":"https://orcid.org/0000-0001-7387-0224","affiliations":[{"raw_affiliation_string":"Department of Hydrology & Water Resources Engineering, Shahid Chamran University of Ahvaz, Ahvaz, , 6135783151, Iran","institution_ids":["https://openalex.org/I196051555"]},{"raw_affiliation_string":"Department of Hydrology & Water Resources Engineering, Shahid Chamran University of Ahvaz, Ahvaz, , Iran","institution_ids":["https://openalex.org/I196051555"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015957509","https://openalex.org/A5019102413","https://openalex.org/A5051433108","https://openalex.org/A5084488907"],"corresponding_institution_ids":["https://openalex.org/I192257213","https://openalex.org/I196051555","https://openalex.org/I4210154391","https://openalex.org/I4210161067"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":2.621,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90207369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"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/T11186","display_name":"Hydrology and Drought Analysis","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/T11186","display_name":"Hydrology and Drought Analysis","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/T10029","display_name":"Climate variability and models","score":0.9966999888420105,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5140248537063599},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5096709728240967},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5027978420257568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48060843348503113},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.4726007580757141},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.47046148777008057},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.42020851373672485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38106459379196167},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15070074796676636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5140248537063599},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5096709728240967},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5027978420257568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48060843348503113},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.4726007580757141},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.47046148777008057},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.42020851373672485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38106459379196167},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15070074796676636},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12145-024-01650-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01650-7","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"},{"id":"pmh:oai:openaccess.hku.edu.tr:20.500.11782/4638","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01650-7.","pdf_url":null,"source":{"id":"https://openalex.org/S4306401159","display_name":"Hasan Kalyoncu University Institutional Repository (Hasan Kalyoncu University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210154391","host_organization_name":"Hasan Kalyoncu University","host_organization_lineage":["https://openalex.org/I4210154391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W58609180","https://openalex.org/W2003561179","https://openalex.org/W2015850093","https://openalex.org/W2039049978","https://openalex.org/W2059627215","https://openalex.org/W2063963192","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2101174248","https://openalex.org/W2104157175","https://openalex.org/W2131774270","https://openalex.org/W2157331557","https://openalex.org/W2205619087","https://openalex.org/W2223101421","https://openalex.org/W2604785767","https://openalex.org/W2771600062","https://openalex.org/W2802436364","https://openalex.org/W2804753925","https://openalex.org/W2899308433","https://openalex.org/W2911485543","https://openalex.org/W2913431852","https://openalex.org/W2919115771","https://openalex.org/W2922882700","https://openalex.org/W2969378185","https://openalex.org/W2971321959","https://openalex.org/W2988312513","https://openalex.org/W2990102924","https://openalex.org/W3007075806","https://openalex.org/W3010527047","https://openalex.org/W3010535543","https://openalex.org/W3011216618","https://openalex.org/W3021295700","https://openalex.org/W3023399184","https://openalex.org/W3025324289","https://openalex.org/W3046457451","https://openalex.org/W3047895040","https://openalex.org/W3091118771","https://openalex.org/W3092387575","https://openalex.org/W3095668211","https://openalex.org/W3099995181","https://openalex.org/W3100154962","https://openalex.org/W3107421423","https://openalex.org/W3123074020","https://openalex.org/W3158254415","https://openalex.org/W3176013279","https://openalex.org/W3195116351","https://openalex.org/W3203733595","https://openalex.org/W3211316667","https://openalex.org/W3212415952","https://openalex.org/W3217756247","https://openalex.org/W4205771975","https://openalex.org/W4210548402","https://openalex.org/W4210715027","https://openalex.org/W4281612952","https://openalex.org/W4288061035","https://openalex.org/W4319302318","https://openalex.org/W4321496933","https://openalex.org/W4366721448","https://openalex.org/W4366827664","https://openalex.org/W4368363097","https://openalex.org/W4379055876","https://openalex.org/W4382726093","https://openalex.org/W4384938504","https://openalex.org/W4385724768","https://openalex.org/W4387763661","https://openalex.org/W4389100749","https://openalex.org/W4389625016","https://openalex.org/W4390057274","https://openalex.org/W4390694670","https://openalex.org/W4391089359","https://openalex.org/W4391460161","https://openalex.org/W4391887000","https://openalex.org/W4392135896","https://openalex.org/W4392647408","https://openalex.org/W4392876544","https://openalex.org/W4394709878","https://openalex.org/W4395084628","https://openalex.org/W4396508182","https://openalex.org/W4399107741","https://openalex.org/W4399357964","https://openalex.org/W4399595471","https://openalex.org/W4399655727","https://openalex.org/W4399692520","https://openalex.org/W4400264250","https://openalex.org/W4401155163"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W2249491925","https://openalex.org/W1847088711","https://openalex.org/W2385855844","https://openalex.org/W3036642985","https://openalex.org/W3032952384","https://openalex.org/W3008584592","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":5}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}