{"id":"https://openalex.org/W4366127920","doi":"https://doi.org/10.1007/978-981-99-1549-1_26","title":"Research on Soil Moisture Prediction Based on LSTM-Transformer Model","display_name":"Research on Soil Moisture Prediction Based on LSTM-Transformer Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366127920","doi":"https://doi.org/10.1007/978-981-99-1549-1_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-1549-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1549-1_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5072518078","display_name":"Tao Zhou","orcid":"https://orcid.org/0000-0001-8195-8103"},"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":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Zhou","raw_affiliation_strings":["Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","Wuhan University of Technology, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I196699116"]},{"raw_affiliation_string":"Wuhan University of Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101091448","display_name":"Yuanxin He","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"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":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxin He","raw_affiliation_strings":["Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","Wuhan University of Technology, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I196699116"]},{"raw_affiliation_string":"Wuhan University of Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101672911","display_name":"Liang Luo","orcid":"https://orcid.org/0009-0009-4403-5604"},"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":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Luo","raw_affiliation_strings":["Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","Wuhan University of Technology, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I196699116"]},{"raw_affiliation_string":"Wuhan University of Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082615574","display_name":"Shengchen Ji","orcid":null},"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":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengchen Ji","raw_affiliation_strings":["Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","Wuhan University of Technology, Wuhan, 430000, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of High Performance Ship Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I196699116"]},{"raw_affiliation_string":"Wuhan University of Technology, Wuhan, 430000, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072518078"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":0.7923,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66698024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9987999796867371,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9987999796867371,"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/T14157","display_name":"Environmental and Agricultural Sciences","score":0.9603999853134155,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9550999999046326,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6645994186401367},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6085577011108398},{"id":"https://openalex.org/keywords/grassland","display_name":"Grassland","score":0.47308093309402466},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4529208540916443},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.42516791820526123},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.4190188944339752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3860234022140503},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.38453131914138794},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.33244141936302185},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.2935413122177124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24076414108276367},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10521596670150757},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1000848114490509},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.08712455630302429}],"concepts":[{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6645994186401367},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6085577011108398},{"id":"https://openalex.org/C2775835988","wikidata":"https://www.wikidata.org/wiki/Q1006733","display_name":"Grassland","level":2,"score":0.47308093309402466},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4529208540916443},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.42516791820526123},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.4190188944339752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3860234022140503},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.38453131914138794},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.33244141936302185},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2935413122177124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24076414108276367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10521596670150757},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1000848114490509},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.08712455630302429},{"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:10.1007/978-981-99-1549-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1549-1_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1992145201","https://openalex.org/W2091645633","https://openalex.org/W2130989950","https://openalex.org/W2174559427","https://openalex.org/W2473489869","https://openalex.org/W2927513003","https://openalex.org/W2958809599","https://openalex.org/W2970413753","https://openalex.org/W3005875885","https://openalex.org/W3126193945","https://openalex.org/W3147761935","https://openalex.org/W3216050229","https://openalex.org/W4200149104","https://openalex.org/W4220992816","https://openalex.org/W4223559467","https://openalex.org/W4283657183"],"related_works":["https://openalex.org/W2108512031","https://openalex.org/W2063755384","https://openalex.org/W2153306223","https://openalex.org/W2997015357","https://openalex.org/W2048409327","https://openalex.org/W2390117385","https://openalex.org/W2123825282","https://openalex.org/W2897030841","https://openalex.org/W1977273908","https://openalex.org/W2079990215"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}