{"id":"https://openalex.org/W4366759381","doi":"https://doi.org/10.1007/s00521-023-08506-z","title":"Analysis of regional climate variables by using neural Granger causality","display_name":"Analysis of regional climate variables by using neural Granger causality","publication_year":2023,"publication_date":"2023-04-22","ids":{"openalex":"https://openalex.org/W4366759381","doi":"https://doi.org/10.1007/s00521-023-08506-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08506-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08506-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/A5026746377","display_name":"Shuo Shan","orcid":"https://orcid.org/0000-0002-5240-5208"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Shan","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People's Republic of China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024147520","display_name":"Yiye Wang","orcid":"https://orcid.org/0000-0002-2880-3425"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiye Wang","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People's Republic of China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102942071","display_name":"Xiangying Xie","orcid":"https://orcid.org/0000-0001-9375-6496"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangying Xie","raw_affiliation_strings":["Beihang University, Beijing, 100191, People\u2019s Republic of China","State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People\u2019s Republic of China","Beihang University, Beijing, 100191, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, 100191, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People\u2019s Republic of China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Beihang University, Beijing, 100191, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100974394","display_name":"Tao Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Fan","raw_affiliation_strings":["State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People\u2019s Republic of China","State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People\u2019s Republic of China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Electronic Commerce Co., Ltd., Beijing, 100053, People's Republic of China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046657135","display_name":"Yushun Xiao","orcid":"https://orcid.org/0000-0003-0561-0484"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushun Xiao","raw_affiliation_strings":["Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, People\u2019s Republic of China","Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Key Laboratory of Child Development and Learning Science of Ministry of Education, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, People's Republic of China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031077283","display_name":"Kanjian Zhang","orcid":"https://orcid.org/0000-0003-0914-7685"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kanjian Zhang","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People's Republic of China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051266803","display_name":"Haikun Wei","orcid":"https://orcid.org/0000-0002-6667-3166"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haikun Wei","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","School of Automation, Southeast University, Nanjing, 210096, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People\u2019s Republic of China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Automation, Southeast University, Nanjing, 210096, People's Republic of China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051266803"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I76569877"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.7533,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.65629362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"35","issue":"22","first_page":"16381","last_page":"16402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9929999709129333,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9871000051498413,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8566707968711853},{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.8460571765899658},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6790743470191956},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6697807312011719},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.6036151647567749},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5988596081733704},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5817644596099854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5512441992759705},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5108739733695984},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.5031840205192566},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46082603931427},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4352651834487915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4291985332965851},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4085668623447418},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27744048833847046}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8566707968711853},{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.8460571765899658},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6790743470191956},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6697807312011719},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6036151647567749},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5988596081733704},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5817644596099854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5512441992759705},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5108739733695984},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.5031840205192566},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46082603931427},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4352651834487915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4291985332965851},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4085668623447418},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27744048833847046},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08506-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08506-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":[{"score":0.75,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1504821302","display_name":null,"funder_award_id":"61973083","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G6566002814","display_name":null,"funder_award_id":"SGTJDK00DYJS2000148","funder_id":"https://openalex.org/F4320335967","funder_display_name":"Science and Technology Project of State Grid"},{"id":"https://openalex.org/G7794756942","display_name":null,"funder_award_id":"61773118","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G7887336454","display_name":null,"funder_award_id":"2018YFB1500800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1595738034","https://openalex.org/W1972675643","https://openalex.org/W1977177161","https://openalex.org/W1985907861","https://openalex.org/W1986372184","https://openalex.org/W1991004523","https://openalex.org/W2003694399","https://openalex.org/W2008871170","https://openalex.org/W2019279481","https://openalex.org/W2040740406","https://openalex.org/W2062174566","https://openalex.org/W2082665707","https://openalex.org/W2132663737","https://openalex.org/W2132794087","https://openalex.org/W2138019504","https://openalex.org/W2149350210","https://openalex.org/W2151293975","https://openalex.org/W2289979378","https://openalex.org/W2460617832","https://openalex.org/W2514339160","https://openalex.org/W2550227402","https://openalex.org/W2602359767","https://openalex.org/W2605315194","https://openalex.org/W2772847488","https://openalex.org/W2783352038","https://openalex.org/W2788617274","https://openalex.org/W2792986592","https://openalex.org/W2796072231","https://openalex.org/W2884025810","https://openalex.org/W2885645302","https://openalex.org/W2886806372","https://openalex.org/W2887579410","https://openalex.org/W2892632889","https://openalex.org/W2900615125","https://openalex.org/W2913323966","https://openalex.org/W2921411877","https://openalex.org/W2922157488","https://openalex.org/W2937276134","https://openalex.org/W2949505632","https://openalex.org/W2967033144","https://openalex.org/W2988571238","https://openalex.org/W3019963868","https://openalex.org/W3026235644","https://openalex.org/W3041378136","https://openalex.org/W3089090728","https://openalex.org/W3092399868","https://openalex.org/W3106426354","https://openalex.org/W3133777397","https://openalex.org/W3152491975"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2035792466","https://openalex.org/W2977645287","https://openalex.org/W4251418261","https://openalex.org/W1972675643","https://openalex.org/W2911392473","https://openalex.org/W2154758532","https://openalex.org/W2574301230","https://openalex.org/W1547624382","https://openalex.org/W4320159092"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
