{"id":"https://openalex.org/W2898532094","doi":"https://doi.org/10.1186/s13638-018-1271-6","title":"Trend prediction of the 3D thermocline\u2019s lateral boundary based on the SVR method","display_name":"Trend prediction of the 3D thermocline\u2019s lateral boundary based on the SVR method","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898532094","doi":"https://doi.org/10.1186/s13638-018-1271-6","mag":"2898532094"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-018-1271-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-018-1271-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-018-1271-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-018-1271-6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076687329","display_name":"Hongde Qin","orcid":"https://orcid.org/0000-0002-9794-4491"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongde Qin","raw_affiliation_strings":["Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329452","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0002-7094-0466"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China","Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037178287","display_name":"Yu Jiang","orcid":"https://orcid.org/0000-0001-9025-3375"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Jiang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, China","Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103039889","display_name":"Zhongchao Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongchao Deng","raw_affiliation_strings":["Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China"],"raw_orcid":"https://orcid.org/0000-0002-2663-3020","affiliations":[{"raw_affiliation_string":"Science and Technology on Underwater Vehicle Technology, Harbin Engineering University, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102020788","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-3718-8268"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, 310037, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, 310037, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076687329"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.7144,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83751985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2018","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9926000237464905,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thermocline","display_name":"Thermocline","score":0.9711459875106812},{"id":"https://openalex.org/keywords/argo","display_name":"Argo","score":0.9391629695892334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7143842577934265},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5103747248649597},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47698527574539185},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4284711480140686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2868301272392273},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2260565161705017},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10718810558319092}],"concepts":[{"id":"https://openalex.org/C105824904","wikidata":"https://www.wikidata.org/wiki/Q849599","display_name":"Thermocline","level":2,"score":0.9711459875106812},{"id":"https://openalex.org/C51614570","wikidata":"https://www.wikidata.org/wiki/Q647931","display_name":"Argo","level":2,"score":0.9391629695892334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7143842577934265},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5103747248649597},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47698527574539185},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4284711480140686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2868301272392273},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2260565161705017},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10718810558319092},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13638-018-1271-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-018-1271-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-018-1271-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ea43e3dee6d84dd7957ea4167afdb699","is_oa":false,"landing_page_url":"https://doaj.org/article/ea43e3dee6d84dd7957ea4167afdb699","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2018, Iss 1, Pp 1-10 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-018-1271-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-018-1271-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-018-1271-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G2159734495","display_name":null,"funder_award_id":"51809112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3824970987","display_name":null,"funder_award_id":"LY14F020044","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5966362760","display_name":null,"funder_award_id":"51409117","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7543514336","display_name":null,"funder_award_id":"U1713205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G878287767","display_name":null,"funder_award_id":"LY14F020044","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/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898532094.pdf","grobid_xml":"https://content.openalex.org/works/W2898532094.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1971137931","https://openalex.org/W2002049881","https://openalex.org/W2003610960","https://openalex.org/W2006788951","https://openalex.org/W2025371478","https://openalex.org/W2037371126","https://openalex.org/W2059123622","https://openalex.org/W2061879449","https://openalex.org/W2063402786","https://openalex.org/W2074937617","https://openalex.org/W2095861878","https://openalex.org/W2098852172","https://openalex.org/W2133037879","https://openalex.org/W2165639702","https://openalex.org/W2265670592","https://openalex.org/W2288560581","https://openalex.org/W2331766678","https://openalex.org/W2353654284","https://openalex.org/W2363954707","https://openalex.org/W2376552753","https://openalex.org/W2376697094","https://openalex.org/W2582727962","https://openalex.org/W2759189196"],"related_works":["https://openalex.org/W4205728520","https://openalex.org/W2389722499","https://openalex.org/W2355054390","https://openalex.org/W2903576220","https://openalex.org/W2379229172","https://openalex.org/W2759189196","https://openalex.org/W2384829406","https://openalex.org/W2898532094","https://openalex.org/W2301688796","https://openalex.org/W2003556131"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"with":[3,61,80,121],"the":[4,7,13,32,36,40,43,58,62,67,71,75,92,101,109,112,122],"use":[5],"of":[6,19,39,70,111,124],"float-based":[8],"wireless":[9],"sensor":[10],"network":[11],"in":[12,46,51],"Argo":[14,82],"project,":[15],"a":[16],"large":[17],"amount":[18],"ocean":[20],"data":[21,26,83],"has":[22],"been":[23],"obtained.":[24],"These":[25],"can":[27,117],"be":[28,118],"applied":[29],"to":[30,86],"analyze":[31],"oceanic":[33],"thermocline,":[34],"and":[35,65,97],"forecasting":[37],"trend":[38,94,110],"thermocline":[41,73,93],"through":[42,74],"SVR":[44,63,125],"method":[45,64],"machine":[47],"learning":[48],"is":[49],"presented":[50],"this":[52,55,88],"paper.":[53],"Firstly,":[54],"paper":[56,89],"refines":[57],"spatial":[59],"resolution":[60],"determines":[66],"lateral":[68,115],"boundary":[69,116],"three-dimensional":[72,113],"information":[76],"entropy":[77],"method.":[78,126],"Combined":[79],"BOA":[81],"from":[84],"2004":[85],"2015,":[87],"then":[90],"predicts":[91],"(10\u00b0\u201325\u00b0":[95],"S":[96],"55\u00b0\u201380\u00b0":[98],"E)":[99],"over":[100],"next":[102],"4":[103],"years.":[104],"The":[105],"results":[106],"show":[107],"that":[108],"thermocline\u2019s":[114],"effectively":[119],"predicted":[120],"application":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}