{"id":"https://openalex.org/W3132590595","doi":"https://doi.org/10.1007/s12145-021-00583-9","title":"Air temperature forecasting using artificial neural network for Ararat valley","display_name":"Air temperature forecasting using artificial neural network for Ararat valley","publication_year":2021,"publication_date":"2021-02-14","ids":{"openalex":"https://openalex.org/W3132590595","doi":"https://doi.org/10.1007/s12145-021-00583-9","mag":"3132590595"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-021-00583-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00583-9","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/A5023408579","display_name":"Hrachya Astsatryan","orcid":"https://orcid.org/0000-0001-8872-6620"},"institutions":[{"id":"https://openalex.org/I4210133484","display_name":"Institute for Informatics and Automation Problems","ror":"https://ror.org/04a8k4p47","country_code":"AM","type":"facility","lineage":["https://openalex.org/I4210133484","https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":true,"raw_author_name":"Hrachya Astsatryan","raw_affiliation_strings":["Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia"],"raw_orcid":"https://orcid.org/0000-0001-8872-6620","affiliations":[{"raw_affiliation_string":"Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia","institution_ids":["https://openalex.org/I4210133484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047245116","display_name":"Hayk Grigoryan","orcid":"https://orcid.org/0000-0003-2829-2482"},"institutions":[{"id":"https://openalex.org/I4210133484","display_name":"Institute for Informatics and Automation Problems","ror":"https://ror.org/04a8k4p47","country_code":"AM","type":"facility","lineage":["https://openalex.org/I4210133484","https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Hayk Grigoryan","raw_affiliation_strings":["Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia","institution_ids":["https://openalex.org/I4210133484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014556285","display_name":"Aghasi Poghosyan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133484","display_name":"Institute for Informatics and Automation Problems","ror":"https://ror.org/04a8k4p47","country_code":"AM","type":"facility","lineage":["https://openalex.org/I4210133484","https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Aghasi Poghosyan","raw_affiliation_strings":["Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia","institution_ids":["https://openalex.org/I4210133484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043431425","display_name":"Rita Abrahamyan","orcid":"https://orcid.org/0000-0003-0009-8899"},"institutions":[{"id":"https://openalex.org/I4210133484","display_name":"Institute for Informatics and Automation Problems","ror":"https://ror.org/04a8k4p47","country_code":"AM","type":"facility","lineage":["https://openalex.org/I4210133484","https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Rita Abrahamyan","raw_affiliation_strings":["Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Automation Problems of NAS RA, Yerevan, 0014, Armenia","institution_ids":["https://openalex.org/I4210133484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081833046","display_name":"Shushanik Asmaryan","orcid":"https://orcid.org/0000-0002-6538-9171"},"institutions":[{"id":"https://openalex.org/I4210108125","display_name":"Center for Ecological Noosphere Studies","ror":"https://ror.org/01fh9nm31","country_code":"AM","type":"nonprofit","lineage":["https://openalex.org/I4210108125"]},{"id":"https://openalex.org/I99064381","display_name":"National Academy of Sciences of Armenia","ror":"https://ror.org/04mczx267","country_code":"AM","type":"government","lineage":["https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Shushanik Asmaryan","raw_affiliation_strings":["Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia","institution_ids":["https://openalex.org/I4210108125","https://openalex.org/I99064381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109345172","display_name":"Vahagn Muradyan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108125","display_name":"Center for Ecological Noosphere Studies","ror":"https://ror.org/01fh9nm31","country_code":"AM","type":"nonprofit","lineage":["https://openalex.org/I4210108125"]},{"id":"https://openalex.org/I99064381","display_name":"National Academy of Sciences of Armenia","ror":"https://ror.org/04mczx267","country_code":"AM","type":"government","lineage":["https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Vahagn Muradyan","raw_affiliation_strings":["Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia","institution_ids":["https://openalex.org/I4210108125","https://openalex.org/I99064381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064088418","display_name":"Garegin Tepanosyan","orcid":"https://orcid.org/0000-0002-4311-9031"},"institutions":[{"id":"https://openalex.org/I4210108125","display_name":"Center for Ecological Noosphere Studies","ror":"https://ror.org/01fh9nm31","country_code":"AM","type":"nonprofit","lineage":["https://openalex.org/I4210108125"]},{"id":"https://openalex.org/I99064381","display_name":"National Academy of Sciences of Armenia","ror":"https://ror.org/04mczx267","country_code":"AM","type":"government","lineage":["https://openalex.org/I99064381"]}],"countries":["AM"],"is_corresponding":false,"raw_author_name":"Garegin Tepanosyan","raw_affiliation_strings":["Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Ecological-Noosphere Studies of NAS RA, Yerevan, 0025, Armenia","institution_ids":["https://openalex.org/I4210108125","https://openalex.org/I99064381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017923895","display_name":"Yaniss Guigoz","orcid":"https://orcid.org/0000-0001-8829-2295"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yaniss Guigoz","raw_affiliation_strings":["Institute for Environmental Sciences, University of Geneva, Geneva, 1205, Switzerland","UNEP/GRID, Geneva, Chtelaine, 1219, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Environmental Sciences, University of Geneva, Geneva, 1205, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"UNEP/GRID, Geneva, Chtelaine, 1219, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077713973","display_name":"Gr\u00e9gory Giuliani","orcid":"https://orcid.org/0000-0002-1825-8865"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gregory Giuliani","raw_affiliation_strings":["Institute for Environmental Sciences, University of Geneva, Geneva, 1205, Switzerland","UNEP/GRID, Geneva, Chtelaine, 1219, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Environmental Sciences, University of Geneva, Geneva, 1205, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"UNEP/GRID, Geneva, Chtelaine, 1219, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023408579"],"corresponding_institution_ids":["https://openalex.org/I4210133484"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":5.8319,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.97256267,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"14","issue":"2","first_page":"711","last_page":"722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9958000183105469,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.649638295173645},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5878705382347107},{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.5584170818328857},{"id":"https://openalex.org/keywords/air-temperature","display_name":"Air temperature","score":0.527554452419281},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5125865340232849},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.5065182447433472},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.4237889051437378},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.41476622223854065},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3916283845901489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2962286174297333},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.28474944829940796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2199513018131256},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2143443524837494},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1374916434288025}],"concepts":[{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.649638295173645},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5878705382347107},{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.5584170818328857},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.527554452419281},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5125865340232849},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.5065182447433472},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4237889051437378},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.41476622223854065},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3916283845901489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2962286174297333},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28474944829940796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2199513018131256},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2143443524837494},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1374916434288025},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12145-021-00583-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00583-9","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:unige.ch:aou:unige:149440","is_oa":false,"landing_page_url":"https://archive-ouverte.unige.ch/unige:149440","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics,  (2021)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5699999928474426,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G6469612009","display_name":"National Initiatives for Open Science in Europe","funder_award_id":"857645","funder_id":"https://openalex.org/F4320338338","funder_display_name":"H2020 Research Infrastructures"}],"funders":[{"id":"https://openalex.org/F4320323830","display_name":"Universit\u00e9 de Gen\u00e8ve","ror":"https://ror.org/01swzsf04"},{"id":"https://openalex.org/F4320338338","display_name":"H2020 Research Infrastructures","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1586335931","https://openalex.org/W1855064314","https://openalex.org/W1909153551","https://openalex.org/W1913870026","https://openalex.org/W1961772213","https://openalex.org/W1977177161","https://openalex.org/W1982441762","https://openalex.org/W1991994725","https://openalex.org/W1994319753","https://openalex.org/W2032013744","https://openalex.org/W2033457360","https://openalex.org/W2048439124","https://openalex.org/W2057440314","https://openalex.org/W2075341065","https://openalex.org/W2076447280","https://openalex.org/W2093643917","https://openalex.org/W2094978308","https://openalex.org/W2122252788","https://openalex.org/W2124306732","https://openalex.org/W2141226893","https://openalex.org/W2156049446","https://openalex.org/W2180748755","https://openalex.org/W2219674205","https://openalex.org/W2295314700","https://openalex.org/W2400822530","https://openalex.org/W2595557940","https://openalex.org/W2624675266","https://openalex.org/W2747599906","https://openalex.org/W2790601685","https://openalex.org/W2798058877","https://openalex.org/W2811507150","https://openalex.org/W2915783575","https://openalex.org/W2965352904","https://openalex.org/W2982876849","https://openalex.org/W2989618893","https://openalex.org/W4206938329"],"related_works":["https://openalex.org/W2910852340","https://openalex.org/W2086997807","https://openalex.org/W2913143114","https://openalex.org/W1965757266","https://openalex.org/W1975930865","https://openalex.org/W2369482644","https://openalex.org/W2060524912","https://openalex.org/W2314704010","https://openalex.org/W1584003442","https://openalex.org/W3147577347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}