{"id":"https://openalex.org/W4412524831","doi":"https://doi.org/10.1145/3735014.3735914","title":"Rainfall Prediction in Henan Province based on the Prophet-SARIMA Model","display_name":"Rainfall Prediction in Henan Province based on the Prophet-SARIMA Model","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412524831","doi":"https://doi.org/10.1145/3735014.3735914"},"language":"en","primary_location":{"id":"doi:10.1145/3735014.3735914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Shumei Guo","orcid":"https://orcid.org/0009-0008-4964-5551"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210094772","display_name":"Henan University of Engineering","ror":"https://ror.org/007wym039","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210094772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shumei Guo","raw_affiliation_strings":["Department of Basic, Information Engineering University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0008-4964-5551","affiliations":[{"raw_affiliation_string":"Department of Basic, Information Engineering University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210094772","https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Guo","orcid":"https://orcid.org/0009-0009-6609-236X"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210094772","display_name":"Henan University of Engineering","ror":"https://ror.org/007wym039","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210094772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Guo","raw_affiliation_strings":["Department of Basic, Information Engineering University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0009-6609-236X","affiliations":[{"raw_affiliation_string":"Department of Basic, Information Engineering University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210094772","https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022321793","display_name":"Xinna Li","orcid":null},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210094772","display_name":"Henan University of Engineering","ror":"https://ror.org/007wym039","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210094772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinna Li","raw_affiliation_strings":["Department of Basic, Information Engineering University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0009-1841-9073","affiliations":[{"raw_affiliation_string":"Department of Basic, Information Engineering University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210094772","https://openalex.org/I169689159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119025890","display_name":"Ning Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210094772","display_name":"Henan University of Engineering","ror":"https://ror.org/007wym039","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210094772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["Department of Basic, Information Engineering University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0004-5365-9682","affiliations":[{"raw_affiliation_string":"Department of Basic, Information Engineering University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210094772","https://openalex.org/I169689159"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9819999933242798,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9819999933242798,"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/T13882","display_name":"Research studies in Vietnam","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.9706000089645386,"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/environmental-science","display_name":"Environmental science","score":0.39778512716293335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34912219643592834}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39778512716293335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34912219643592834}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3735014.3735914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2024760831","https://openalex.org/W2747599906","https://openalex.org/W3200809940","https://openalex.org/W4297069708"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"To":[0],"more":[1],"accurately":[2],"predict":[3],"the":[4,12,44,47],"rainfall":[5],"in":[6],"Henan":[7],"Province,":[8],"this":[9],"paper":[10],"uses":[11],"Prophet-SARIMA":[13,18,48],"model":[14,19,49],"for":[15],"forecasting.":[16],"The":[17],"integrates":[20],"Prophet's":[21],"ability":[22],"to":[23],"effectively":[24],"capture":[25],"trends":[26],"and":[27,39,63],"special":[28],"events,":[29],"as":[30,32],"well":[31],"SARIMA's":[33],"accurate":[34],"characterization":[35],"of":[36,46,55,61,68],"data":[37],"seasonality":[38],"periodicity.":[40],"After":[41],"empirical":[42],"results,":[43],"RMSE":[45],"is":[50],"1.4%":[51],"lower":[52,58,65],"than":[53,59,66],"that":[54,60,67],"prophet,":[56],"3%":[57],"SARIMA,":[62],"23%":[64],"LSTM,":[69],"which":[70],"has":[71],"certain":[72],"advantages.":[73]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
