{"id":"https://openalex.org/W4288710394","doi":"https://doi.org/10.1007/s00521-022-07616-4","title":"Hybrid learning model for spatio-temporal forecasting of PM$$_{2.5}$$ using aerosol optical depth","display_name":"Hybrid learning model for spatio-temporal forecasting of PM$$_{2.5}$$ using aerosol optical depth","publication_year":2022,"publication_date":"2022-07-29","ids":{"openalex":"https://openalex.org/W4288710394","doi":"https://doi.org/10.1007/s00521-022-07616-4"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07616-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07616-4","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/A5063044489","display_name":"Pritthijit Nath","orcid":"https://orcid.org/0009-0002-1648-4444"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pritthijit Nath","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069684308","display_name":"Biparnak Roy","orcid":"https://orcid.org/0000-0001-7069-6574"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Biparnak Roy","raw_affiliation_strings":["Department of Instrumentation and Electronics Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Electronics Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109587126","display_name":"Pratik Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pratik Saha","raw_affiliation_strings":["Department of Computer Science, SRM University, Kattankulathur, Chennai, India","Department of Computer Science, SRM University, Kattankulathur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, SRM University, Kattankulathur, Chennai, India","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"raw_affiliation_string":"Department of Computer Science, SRM University, Kattankulathur, India","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090399155","display_name":"Asif Iqbal Middya","orcid":"https://orcid.org/0000-0001-6558-4930"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Asif Iqbal Middya","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066969401","display_name":"Sarbani Roy","orcid":"https://orcid.org/0000-0002-7598-8266"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sarbani Roy","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-7598-8266","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063044489","https://openalex.org/A5066969401","https://openalex.org/A5069684308","https://openalex.org/A5090399155","https://openalex.org/A5109587126"],"corresponding_institution_ids":["https://openalex.org/I145286018","https://openalex.org/I170979836","https://openalex.org/I4210131147"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7792,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.66248144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"34","issue":"23","first_page":"21367","last_page":"21386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9937000274658203,"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/T10190","display_name":"Air Quality and Health Impacts","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/computer-science","display_name":"Computer science","score":0.5992714762687683},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5438597202301025},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5352481007575989},{"id":"https://openalex.org/keywords/aerosol","display_name":"Aerosol","score":0.5231274962425232},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5159033536911011},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4810957610607147},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.46648266911506653},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4069911241531372},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.40329280495643616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3992312252521515},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3543545603752136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33258894085884094},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3243277668952942},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20869660377502441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5992714762687683},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5438597202301025},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5352481007575989},{"id":"https://openalex.org/C2779345167","wikidata":"https://www.wikidata.org/wiki/Q104541","display_name":"Aerosol","level":2,"score":0.5231274962425232},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5159033536911011},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4810957610607147},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.46648266911506653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4069911241531372},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.40329280495643616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3992312252521515},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3543545603752136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33258894085884094},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3243277668952942},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20869660377502441},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07616-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07616-4","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":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W38288722","https://openalex.org/W110918106","https://openalex.org/W1498436455","https://openalex.org/W1594031697","https://openalex.org/W1689711448","https://openalex.org/W1964357740","https://openalex.org/W2000109687","https://openalex.org/W2017377889","https://openalex.org/W2064675550","https://openalex.org/W2065018110","https://openalex.org/W2110242546","https://openalex.org/W2110312652","https://openalex.org/W2128420091","https://openalex.org/W2131774270","https://openalex.org/W2133573607","https://openalex.org/W2153635508","https://openalex.org/W2167036165","https://openalex.org/W2181523240","https://openalex.org/W2336797181","https://openalex.org/W2520198120","https://openalex.org/W2579140012","https://openalex.org/W2605508894","https://openalex.org/W2763884542","https://openalex.org/W2789251278","https://openalex.org/W2801630742","https://openalex.org/W2809533013","https://openalex.org/W2896661041","https://openalex.org/W2900471328","https://openalex.org/W2909938372","https://openalex.org/W2911964244","https://openalex.org/W2917616628","https://openalex.org/W2941266471","https://openalex.org/W2954586028","https://openalex.org/W2972476295","https://openalex.org/W3007989820","https://openalex.org/W3038246189","https://openalex.org/W3085363137","https://openalex.org/W3089608497","https://openalex.org/W3144531949","https://openalex.org/W4256567637"],"related_works":["https://openalex.org/W3175684100","https://openalex.org/W4223564025","https://openalex.org/W4322727400","https://openalex.org/W2240965754","https://openalex.org/W4281616679","https://openalex.org/W2898423983","https://openalex.org/W2947295919","https://openalex.org/W2968586400","https://openalex.org/W3211546796","https://openalex.org/W4283784365"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}