{"id":"https://openalex.org/W4386014347","doi":"https://doi.org/10.1145/3605423.3605426","title":"Seawater Temperature Prediction that Adapts to Changes in Water Depth","display_name":"Seawater Temperature Prediction that Adapts to Changes in Water Depth","publication_year":2023,"publication_date":"2023-05-10","ids":{"openalex":"https://openalex.org/W4386014347","doi":"https://doi.org/10.1145/3605423.3605426"},"language":"en","primary_location":{"id":"doi:10.1145/3605423.3605426","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605423.3605426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computer Technology Applications","raw_type":"proceedings-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/A5103015081","display_name":"S. Aoyama","orcid":"https://orcid.org/0000-0003-3123-8452"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shuhei Aoyama","raw_affiliation_strings":["Department of Information Science, Nagoya Institute of Technology, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, Nagoya Institute of Technology, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087505403","display_name":"Takuma Miwa","orcid":"https://orcid.org/0009-0005-9542-7692"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuma Miwa","raw_affiliation_strings":["Department of Information Science, Nagoya Institute of Technology, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, Nagoya Institute of Technology, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050525630","display_name":"Takanobu Otsuka","orcid":"https://orcid.org/0000-0002-3991-522X"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takanobu Otsuka","raw_affiliation_strings":["Department of Information Science, Nagoya Institute of Technology, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, Nagoya Institute of Technology, Japan","institution_ids":["https://openalex.org/I197274945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103015081"],"corresponding_institution_ids":["https://openalex.org/I197274945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10228126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9811999797821045,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9811999797821045,"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/T10230","display_name":"Marine and fisheries research","score":0.9787999987602234,"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"}},{"id":"https://openalex.org/T12073","display_name":"Isotope Analysis in Ecology","score":0.9314000010490417,"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/seawater","display_name":"Seawater","score":0.8539007306098938},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.6587145328521729},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.525974452495575},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5173225402832031},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4859999120235443},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4562276005744934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44912293553352356},{"id":"https://openalex.org/keywords/long-term-prediction","display_name":"Long-term prediction","score":0.4210335612297058},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.38088151812553406},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.3589971363544464},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2966998517513275},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.17317086458206177},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1708795130252838},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15300258994102478},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07816436886787415}],"concepts":[{"id":"https://openalex.org/C197248824","wikidata":"https://www.wikidata.org/wiki/Q184395","display_name":"Seawater","level":2,"score":0.8539007306098938},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.6587145328521729},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.525974452495575},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5173225402832031},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4859999120235443},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4562276005744934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44912293553352356},{"id":"https://openalex.org/C2776537626","wikidata":"https://www.wikidata.org/wiki/Q4047883","display_name":"Long-term prediction","level":2,"score":0.4210335612297058},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.38088151812553406},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3589971363544464},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2966998517513275},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.17317086458206177},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1708795130252838},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15300258994102478},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07816436886787415},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3605423.3605426","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605423.3605426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computer Technology Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.7699999809265137,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1987507200","https://openalex.org/W2064675550","https://openalex.org/W2078038927","https://openalex.org/W2087426453","https://openalex.org/W2116819044","https://openalex.org/W2127510753","https://openalex.org/W2153597511","https://openalex.org/W2162548336","https://openalex.org/W2295598076","https://openalex.org/W2619995677","https://openalex.org/W2898227265","https://openalex.org/W2911495555","https://openalex.org/W2911964244","https://openalex.org/W2912083425","https://openalex.org/W2921197185","https://openalex.org/W2949676527","https://openalex.org/W3015153359","https://openalex.org/W3020938178","https://openalex.org/W3037368601","https://openalex.org/W3168154234","https://openalex.org/W4231746097"],"related_works":["https://openalex.org/W757470175","https://openalex.org/W2382606443","https://openalex.org/W4389066043","https://openalex.org/W2351415812","https://openalex.org/W2073142107","https://openalex.org/W2348922951","https://openalex.org/W2361035134","https://openalex.org/W4386085894","https://openalex.org/W4385275171","https://openalex.org/W3193207809"],"abstract_inverted_index":{"Changes":[0],"in":[1,26,46,117,204,230,261],"seawater":[2,21,38,79,251],"temperature":[3,22,39,54,80,89,234,252],"affect":[4],"the":[5,35,41,49,59,111,171,184,194,202,209,215,220,226,244,248,255,262],"daily":[6],"decisions":[7],"of":[8,20,37,51,61,66,78,110,170,196,211,219,225,228],"aquaculture":[9],"farmers.":[10],"To":[11],"make":[12],"optimal":[13],"decisions,":[14],"farmers":[15],"need":[16],"highly":[17],"accurate":[18,182],"predictions":[19,74,130],"at":[23,40,95,254],"specific":[24],"depths":[25,42,104,213],"their":[27],"farms.":[28],"Nevertheless,":[29],"few":[30],"studies":[31],"have":[32],"focused":[33],"on":[34,87,233],"prediction":[36,50,81,205,235,241,253],"required":[43],"by":[44,92,207],"farmers,":[45],"contrast":[47],"to":[48,70,101,125,154,192],"sea":[52],"surface":[53],"(SST),":[55],"which":[56],"has":[57],"been":[58],"focus":[60,86],"much":[62],"research.":[63],"The":[64],"purpose":[65],"this":[67],"paper":[68],"is":[69,173,177,258],"establish":[71],"these":[72,123],"undersea":[73,88],"as":[75,165],"a":[76,107,139,144],"branch":[77],"alongside":[82],"SST":[83],"prediction.":[84],"We":[85,120],"data":[90,124],"measured":[91],"moored":[93],"buoys":[94],"five":[96],"points":[97],"with":[98,148,160],"different":[99],"characteristics":[100],"handle":[102],"multiple":[103,212],"and":[105,114,128,134,157,167,217,237],"provide":[106],"careful":[108],"description":[109],"extensive":[112,223],"analysis":[113,224],"pre-processing":[115],"involved":[116],"making":[118],"predictions.":[119,189],"then":[121],"use":[122],"evaluate":[126],"short-term":[127],"long-term":[129],"for":[131,187,214,246,250],"24":[132],"hours":[133],"seven":[135],"days,":[136],"respectively.":[137],"As":[138],"predicting":[140],"model,":[141,199],"we":[142,200],"proposed":[143,240],"deep":[145],"learning":[146],"model":[147,176,186,242],"gated":[149],"recurrent":[150],"units":[151],"(GRUs)":[152],"adaptive":[153],"water":[155,231],"depth":[156,232,256],"compared":[158],"it":[159],"standard":[161],"mathematical":[162,185],"models":[163],"such":[164],"LightGBM":[166],"CatBoost.":[168],"One":[169],"results":[172,236],"that":[174,257],"our":[175,197,238],"more":[178,181],"than":[179,183],"10%":[180],"7-day-ahead":[188],"In":[190],"addition,":[191],"support":[193],"superiority":[195],"depth-adaptive":[198],"tested":[201],"reduction":[203],"accuracy":[206],"eliminating":[208],"consideration":[210],"inputs":[216],"outputs":[218],"model.":[221],"Our":[222],"impact":[227],"changes":[229],"corresponding":[239],"provides":[243],"foundation":[245],"meeting":[247],"demand":[249],"truly":[259],"needed":[260],"aquaculture.":[263]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}