{"id":"https://openalex.org/W4404901477","doi":"https://doi.org/10.31315/telematika.v21i1.8959","title":"Forecasting Sea Surface Salinity in the Eastern Madura Strait Using a 1D Convolutional Neural Network","display_name":"Forecasting Sea Surface Salinity in the Eastern Madura Strait Using a 1D Convolutional Neural Network","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4404901477","doi":"https://doi.org/10.31315/telematika.v21i1.8959"},"language":"id","primary_location":{"id":"doi:10.31315/telematika.v21i1.8959","doi":"https://doi.org/10.31315/telematika.v21i1.8959","is_oa":true,"landing_page_url":"http://dx.doi.org/10.31315/telematika.v21i1.8959","pdf_url":"https://jurnal.upnyk.ac.id/index.php/telematika/article/download/8959/6342","source":{"id":"https://openalex.org/S4210169421","display_name":"Telematika","issn_l":"1829-667X","issn":["1829-667X","2460-9021"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315171","host_organization_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","host_organization_lineage":["https://openalex.org/P4310315171"],"host_organization_lineage_names":["Universitas Pembangunan Nasional Veteran Yogyakarta"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telematika","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jurnal.upnyk.ac.id/index.php/telematika/article/download/8959/6342","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081805799","display_name":"Fahrul Rozzy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090649","display_name":"UIN Sunan Ampel Surabaya","ror":"https://ror.org/009cc1d57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210090649"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fahrul Rozzy","raw_affiliation_strings":["UIN Sunan Ampel Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UIN Sunan Ampel Surabaya","institution_ids":["https://openalex.org/I4210090649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054658169","display_name":"Dian Candra Rini Novitasari","orcid":"https://orcid.org/0000-0003-1593-6808","observed_orcids":["https://orcid.org/0000-0003-1593-6808"]},"institutions":[{"id":"https://openalex.org/I4210090649","display_name":"UIN Sunan Ampel Surabaya","ror":"https://ror.org/009cc1d57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210090649"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dian Candra Rini Novitasari","raw_affiliation_strings":["UIN Sunan Ampel Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UIN Sunan Ampel Surabaya","institution_ids":["https://openalex.org/I4210090649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031011035","display_name":"Dian Yuliati","orcid":"https://orcid.org/0000-0002-6685-4872","observed_orcids":["https://orcid.org/0000-0002-6685-4872"]},"institutions":[{"id":"https://openalex.org/I4210090649","display_name":"UIN Sunan Ampel Surabaya","ror":"https://ror.org/009cc1d57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210090649"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dian Yuliati","raw_affiliation_strings":["UIN Sunan Ampel Surabaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UIN Sunan Ampel Surabaya","institution_ids":["https://openalex.org/I4210090649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114942754","display_name":"Puteri Permata Sani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802461946","display_name":"Meteorological, Climatological, And Geophysical Agency","ror":"https://ror.org/043xhrz72","country_code":"ID","type":"government","lineage":["https://openalex.org/I2802461946"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Puteri Permata Sani","raw_affiliation_strings":["Badan Meteorologi Klimatologi dan Geofisika"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Badan Meteorologi Klimatologi dan Geofisika","institution_ids":["https://openalex.org/I2802461946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2142,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43102157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"21","issue":"1","first_page":"14","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.7348999977111816,"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":0.7348999977111816,"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.22419999539852142,"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/T13785","display_name":"Aquatic and Environmental Studies","score":0.006200000178068876,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/sea-surface-salinity","display_name":"sea surface salinity","score":0.9020000100135803},{"id":"https://openalex.org/keywords/salinity-forecasting","display_name":"salinity forecasting","score":0.9670000076293945},{"id":"https://openalex.org/keywords/madura-strait","display_name":"Madura Strait","score":0.7429999709129333},{"id":"https://openalex.org/keywords/1d-convolutional-neural-network","display_name":"1D convolutional neural network","score":0.9649999737739563},{"id":"https://openalex.org/keywords/ocean-currents","display_name":"ocean currents","score":0.6800000071525574},{"id":"https://openalex.org/keywords/salinity-profiles","display_name":"salinity profiles","score":0.5009999871253967}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7520899176597595},{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.6781115531921387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6111075282096863},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4189494848251343},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3819102346897125},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.27060988545417786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25149866938591003}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31315/telematika.v21i1.8959","doi":"https://doi.org/10.31315/telematika.v21i1.8959","is_oa":true,"landing_page_url":"http://dx.doi.org/10.31315/telematika.v21i1.8959","pdf_url":"https://jurnal.upnyk.ac.id/index.php/telematika/article/download/8959/6342","source":{"id":"https://openalex.org/S4210169421","display_name":"Telematika","issn_l":"1829-667X","issn":["1829-667X","2460-9021"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315171","host_organization_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","host_organization_lineage":["https://openalex.org/P4310315171"],"host_organization_lineage_names":["Universitas Pembangunan Nasional Veteran Yogyakarta"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telematika","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31315/telematika.v21i1.8959","doi":"https://doi.org/10.31315/telematika.v21i1.8959","is_oa":true,"landing_page_url":"http://dx.doi.org/10.31315/telematika.v21i1.8959","pdf_url":"https://jurnal.upnyk.ac.id/index.php/telematika/article/download/8959/6342","source":{"id":"https://openalex.org/S4210169421","display_name":"Telematika","issn_l":"1829-667X","issn":["1829-667X","2460-9021"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315171","host_organization_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","host_organization_lineage":["https://openalex.org/P4310315171"],"host_organization_lineage_names":["Universitas Pembangunan Nasional Veteran Yogyakarta"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Telematika","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404901477.pdf","grobid_xml":"https://content.openalex.org/works/W4404901477.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1971447249","https://openalex.org/W2893116530","https://openalex.org/W2944356707","https://openalex.org/W2947119719","https://openalex.org/W2992430866","https://openalex.org/W3029414076","https://openalex.org/W3043612909","https://openalex.org/W3108971226","https://openalex.org/W3129588956","https://openalex.org/W3155587509","https://openalex.org/W3158812140","https://openalex.org/W3182706339","https://openalex.org/W3201653131","https://openalex.org/W4210293305","https://openalex.org/W4281566925","https://openalex.org/W4287882615","https://openalex.org/W4296079257","https://openalex.org/W4320169395","https://openalex.org/W4352977272"],"related_works":["https://openalex.org/W7056534652","https://openalex.org/W4391610756","https://openalex.org/W4417472963","https://openalex.org/W3015229409","https://openalex.org/W4301163241","https://openalex.org/W2973758235","https://openalex.org/W4385725370","https://openalex.org/W3201653131","https://openalex.org/W4404280668","https://openalex.org/W7217634469"],"abstract_inverted_index":{"Tujuan:":[0],"Penelitian":[1,65],"ini":[2,66,90,153],"bertujuan":[3],"untuk":[4,115],"memprediksi":[5,58,62,96],"salinitas":[6,42,63,83,97],"permukaan":[7,43],"air":[8],"laut":[9],"pada":[10,84,105],"perairan":[11],"Selat":[12,44],"Madura":[13,45],"bagian":[14,46],"Timur":[15,47],"menggunakan":[16,67,154],"1D":[17,25,69,93],"CNN":[18,26,94],"dan":[19,82,109,158],"menguji":[20],"daripada":[21],"performa":[22],"model":[23,92],"arsitektur":[24],"yang":[27,32,54,161],"dibuat.":[28],"Berdasarkan":[29,88],"hasil":[30,113,160],"prediksi":[31,114],"diperoleh,":[33],"diharapkan":[34],"mampu":[35,95],"memberi":[36],"informasi":[37],"ke":[38,50,118],"masyarakat":[39],"terkait":[40],"kondisi":[41],"beberapa":[48],"hari":[49,117],"depan.Perancangan/metode/pendekatan:":[51],"Hal":[52],"pertama":[53],"perlu":[55],"dilakukan":[56],"adalah":[57,138],"tiap":[59],"parameter":[60,72,155],"sebelum":[61],"permukaan.":[64],"metode":[68],"CNN,":[70],"dengan":[71,78,98,101,132,141,163],"kecepatan":[73],"arus":[74,76],"eastward,":[75],"northward":[77],"3":[79],"kedalaman":[80,86],"berbeda,":[81],"2":[85],"berbeda.Hasil:":[87],"penelitian":[89,152,164],"diperoleh":[91,159],"sangat":[99],"baik,":[100],"MAPE":[102],"sebesar":[103],"2.86%":[104],"nilai":[106],"dropout":[107],"0.8":[108],"batchsize":[110],"64.":[111],"Adapun":[112],"6":[116],"depan,":[119],"dari":[120],"17":[121],"Januari":[122,128],"2023":[123,129],"pukul":[124,130],"19.00":[125],"hingga":[126],"23":[127],"07.00":[131],"rentang":[133],"waktu":[134],"per":[135],"12":[136],"jam":[137],"mengalami":[139],"penurunan":[140],"angka":[142],"terendah":[143],"menyentuh":[144],"33.313":[145],"PSU.Keaslian/":[146],"state":[147],"of":[148],"the":[149],"art:":[150],"Pada":[151],"prediksi,":[156],"metode,":[157],"berbeda":[162],"sebelumnya.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-12-02T00:00:00"}