{"id":"https://openalex.org/W4412048177","doi":"https://doi.org/10.1007/s00521-025-11414-z","title":"Hybrid GA-ConvLSTM for data-driven prediction of climate variables: a case study of the most biodiverse cities in India","display_name":"Hybrid GA-ConvLSTM for data-driven prediction of climate variables: a case study of the most biodiverse cities in India","publication_year":2025,"publication_date":"2025-07-05","ids":{"openalex":"https://openalex.org/W4412048177","doi":"https://doi.org/10.1007/s00521-025-11414-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11414-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11414-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5032010345","display_name":"An\u0131l Utku","orcid":"https://orcid.org/0000-0002-7240-8713"},"institutions":[{"id":"https://openalex.org/I4210166533","display_name":"Munzur University","ror":null,"country_code":"TR","type":null,"lineage":["https://openalex.org/I4210166533"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"An\u0131l Utku","raw_affiliation_strings":["Computer Engineering Department, Munzur University, 62100, Tunceli, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7240-8713","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Munzur University, 62100, Tunceli, Turkey","institution_ids":["https://openalex.org/I4210166533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044675186","display_name":"Sinem Akyol","orcid":"https://orcid.org/0000-0001-9308-3500"},"institutions":[{"id":"https://openalex.org/I4210112681","display_name":"Software Research and Development Consulting","ror":"https://ror.org/01vbm2c42","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210112681"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinem Akyol","raw_affiliation_strings":["Software Engineering Department, F\u0131rat University, 23119, Elaz\u0131\u011f, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9308-3500","affiliations":[{"raw_affiliation_string":"Software Engineering Department, F\u0131rat University, 23119, Elaz\u0131\u011f, Turkey","institution_ids":["https://openalex.org/I4210112681"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032010345"],"corresponding_institution_ids":["https://openalex.org/I4210166533"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9839,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75683638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"37","issue":"24","first_page":"19549","last_page":"19578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9861999750137329,"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/T10029","display_name":"Climate variability and models","score":0.9861999750137329,"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":0.9847000241279602,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9768999814987183,"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/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.745240330696106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4623715877532959},{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.42097824811935425},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3408637046813965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3337627351284027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31153178215026855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2457731068134308},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1940515637397766},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15791204571723938}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.745240330696106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4623715877532959},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.42097824811935425},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3408637046813965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3337627351284027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31153178215026855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2457731068134308},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1940515637397766},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15791204571723938}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11414-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11414-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W3003576014","https://openalex.org/W3016414288","https://openalex.org/W3020593363","https://openalex.org/W3023747618","https://openalex.org/W3028232085","https://openalex.org/W3031740805","https://openalex.org/W3077146447","https://openalex.org/W3086420964","https://openalex.org/W3092299805","https://openalex.org/W3092639626","https://openalex.org/W3110198890","https://openalex.org/W3110420963","https://openalex.org/W3111888342","https://openalex.org/W3123197651","https://openalex.org/W3143161133","https://openalex.org/W3173349876","https://openalex.org/W3174936338","https://openalex.org/W3180694999","https://openalex.org/W3195574787","https://openalex.org/W3197883362","https://openalex.org/W3198540468","https://openalex.org/W3201728646","https://openalex.org/W4205793709","https://openalex.org/W4214930209","https://openalex.org/W4226278795","https://openalex.org/W4226284322","https://openalex.org/W4327928476","https://openalex.org/W4385685663","https://openalex.org/W4388042493","https://openalex.org/W4388259555","https://openalex.org/W4393736901","https://openalex.org/W4405714055","https://openalex.org/W4407177234","https://openalex.org/W4409102128","https://openalex.org/W4409120440"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
