{"id":"https://openalex.org/W3210940331","doi":"https://doi.org/10.1016/j.asoc.2021.107988","title":"Forecasting hourly PM 2 . 5 based on deep temporal convolutional neural network and decomposition method","display_name":"Forecasting hourly PM 2 . 5 based on deep temporal convolutional neural network and decomposition method","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W3210940331","doi":"https://doi.org/10.1016/j.asoc.2021.107988","mag":"3210940331"},"language":"lv","primary_location":{"id":"doi:10.1016/j.asoc.2021.107988","doi":"https://doi.org/10.1016/j.asoc.2021.107988","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2021.107988","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"volume":null,"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/A5017729995","display_name":"Fuxin Jiang","orcid":"https://orcid.org/0000-0002-7522-061X","observed_orcids":["https://orcid.org/0000-0002-7522-061X"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210120485","display_name":"Academy of Mathematics and Systems Science","ror":"https://ror.org/02jkmyk67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120485"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuxin Jiang","raw_affiliation_strings":["Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China","School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210120485"]},{"raw_affiliation_string":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081283168","display_name":"Chengyuan Zhang","orcid":"https://orcid.org/0000-0001-8704-8856","observed_orcids":["https://orcid.org/0000-0001-8704-8856","https://orcid.org/0000-0001-8463-7380"]},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengyuan Zhang","raw_affiliation_strings":["School of Economics and Management, Xidian University, Xi\u2019an, 710126, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Xidian University, Xi\u2019an, 710126, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018633751","display_name":"Shaolong Sun","orcid":"https://orcid.org/0000-0002-3196-1459","observed_orcids":["https://orcid.org/0000-0002-3196-1459"]},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaolong Sun","raw_affiliation_strings":["School of Management, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, China"],"raw_orcid":"https://orcid.org/0000-0002-3196-1459","affiliations":[{"raw_affiliation_string":"School of Management, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088266778","display_name":"Jingyun Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210152533","display_name":"Lanzhou University of Finance and Economics","ror":"https://ror.org/04v7yv031","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyun Sun","raw_affiliation_strings":["School of Statistics, Lanzhou University of Finance and Economics, Lanzhou 730020, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Statistics, Lanzhou University of Finance and Economics, Lanzhou 730020, China","institution_ids":["https://openalex.org/I4210152533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018633751","https://openalex.org/A5081283168"],"corresponding_institution_ids":["https://openalex.org/I149594827","https://openalex.org/I87445476"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":2.6713,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.90205146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"113","issue":null,"first_page":"107988","last_page":"107988"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":9.999999747378752e-05,"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/pm2-5-prediction","display_name":"PM2.5 forecasting","score":0.9210000038146973},{"id":"https://openalex.org/keywords/ceemdan","display_name":"CEEMDAN","score":0.9490000009536743},{"id":"https://openalex.org/keywords/hybrid-forecasting-model","display_name":"hybrid forecasting model","score":0.8989999890327454},{"id":"https://openalex.org/keywords/meteorological-observations","display_name":"meteorological observations","score":0.7400000095367432},{"id":"https://openalex.org/keywords/beijing-air-quality","display_name":"Beijing air quality","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614167332649231},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4212225675582886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3485126197338104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33863887190818787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2021.107988","doi":"https://doi.org/10.1016/j.asoc.2021.107988","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2021.107988","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2676361859","display_name":null,"funder_award_id":"71988101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5480452653","display_name":null,"funder_award_id":"SK2021007","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7910505657","display_name":"\u591a\u6e90\u5927\u6570\u636e\u9a71\u52a8\u7684\u65c5\u6e38\u9700\u6c42\u9884\u6d4b\u9884\u8b66\u65b9\u6cd5\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"72101197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328119","display_name":"National University's Basic Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W956374238","https://openalex.org/W1968840994","https://openalex.org/W2020423689","https://openalex.org/W2105722040","https://openalex.org/W2125056386","https://openalex.org/W2159326981","https://openalex.org/W2218430543","https://openalex.org/W2284050935","https://openalex.org/W2321565276","https://openalex.org/W2521053979","https://openalex.org/W2553839055","https://openalex.org/W2566512888","https://openalex.org/W2570322979","https://openalex.org/W2573212922","https://openalex.org/W2593374428","https://openalex.org/W2600717148","https://openalex.org/W2619148070","https://openalex.org/W2760506659","https://openalex.org/W2774119575","https://openalex.org/W2789849108","https://openalex.org/W2810586154","https://openalex.org/W2884741544","https://openalex.org/W2897897407","https://openalex.org/W2899742462","https://openalex.org/W2905610885","https://openalex.org/W2905872298","https://openalex.org/W2912189257","https://openalex.org/W2914487400","https://openalex.org/W2940604485","https://openalex.org/W2943920234","https://openalex.org/W2944185501","https://openalex.org/W2945302307","https://openalex.org/W2945640320","https://openalex.org/W2965521597","https://openalex.org/W2989603979","https://openalex.org/W2998567725","https://openalex.org/W3000499162","https://openalex.org/W3010618348","https://openalex.org/W3011590044","https://openalex.org/W3029326408","https://openalex.org/W3039484312","https://openalex.org/W3042767690","https://openalex.org/W3047937490","https://openalex.org/W3053400884","https://openalex.org/W3088021634","https://openalex.org/W3095704617","https://openalex.org/W3119665391","https://openalex.org/W3125696988","https://openalex.org/W3131600262","https://openalex.org/W3134795535","https://openalex.org/W3207342693","https://openalex.org/W4292671038"],"related_works":["https://openalex.org/W3112958374","https://openalex.org/W4322724021","https://openalex.org/W3046471462","https://openalex.org/W3184913150","https://openalex.org/W4310679926","https://openalex.org/W4383906492","https://openalex.org/W4220910788","https://openalex.org/W4206836229","https://openalex.org/W4205994084","https://openalex.org/W4402774697"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2021-11-08T00:00:00"}