{"id":"https://openalex.org/W4390699236","doi":"https://doi.org/10.1007/s12145-023-01212-3","title":"A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology","display_name":"A compound approach for ten-day runoff prediction by coupling wavelet denoising, attention mechanism, and LSTM based on GPU parallel acceleration technology","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4390699236","doi":"https://doi.org/10.1007/s12145-023-01212-3"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-023-01212-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01212-3","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/A5100775831","display_name":"Yiyang Wang","orcid":"https://orcid.org/0000-0002-8924-3468"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-yang Wang","raw_affiliation_strings":["College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074094490","display_name":"Wenchuan Wang","orcid":"https://orcid.org/0000-0003-1367-5886"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wen-chuan Wang","raw_affiliation_strings":["College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-1367-5886","affiliations":[{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101820573","display_name":"Dongmei Xu","orcid":"https://orcid.org/0000-0002-6178-4385"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong-mei Xu","raw_affiliation_strings":["College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101609012","display_name":"Yanwei Zhao","orcid":"https://orcid.org/0000-0002-1468-8761"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-wei Zhao","raw_affiliation_strings":["College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052433644","display_name":"Hong-fei Zang","orcid":null},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-fei Zang","raw_affiliation_strings":["College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"College of Water Resources, North China University of Water Resources and Electric Power, Zhengzhou, 450046, People's Republic of China","institution_ids":["https://openalex.org/I198645480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074094490"],"corresponding_institution_ids":["https://openalex.org/I198645480"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":5.0767,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95865378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"17","issue":"2","first_page":"1281","last_page":"1299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11490","display_name":"Hydrological Forecasting Using AI","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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8241534233093262},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6597612500190735},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.5346516370773315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5327358841896057},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5306341052055359},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.478906512260437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45935821533203125},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4179796278476715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241534233093262},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6597612500190735},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.5346516370773315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5327358841896057},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5306341052055359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.478906512260437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45935821533203125},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4179796278476715},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-023-01212-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01212-3","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2110485445","https://openalex.org/W2132984323","https://openalex.org/W2772968059","https://openalex.org/W2895006764","https://openalex.org/W2898791292","https://openalex.org/W2922219977","https://openalex.org/W3012113472","https://openalex.org/W3042966087","https://openalex.org/W3046263488","https://openalex.org/W3169262230","https://openalex.org/W3203758122","https://openalex.org/W3211167621","https://openalex.org/W4220856545","https://openalex.org/W4220865511","https://openalex.org/W4226546282","https://openalex.org/W4283382693","https://openalex.org/W4283464804","https://openalex.org/W4283579414","https://openalex.org/W4283811973","https://openalex.org/W4285601480","https://openalex.org/W4289133146","https://openalex.org/W4293702864","https://openalex.org/W4294203917","https://openalex.org/W4294724153","https://openalex.org/W4296551003","https://openalex.org/W4296767566","https://openalex.org/W4312204853","https://openalex.org/W4313459905","https://openalex.org/W4319039384","https://openalex.org/W4362465188","https://openalex.org/W4367669775"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W1986582023","https://openalex.org/W2883749686","https://openalex.org/W2966829450","https://openalex.org/W4315864862","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":10}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}