{"id":"https://openalex.org/W3135217141","doi":"https://doi.org/10.3390/rs13050861","title":"Predicting Skipjack Tuna Fishing Grounds in the Western and Central Pacific Ocean Based on High-Spatial-Temporal-Resolution Satellite Data","display_name":"Predicting Skipjack Tuna Fishing Grounds in the Western and Central Pacific Ocean Based on High-Spatial-Temporal-Resolution Satellite Data","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3135217141","doi":"https://doi.org/10.3390/rs13050861","mag":"3135217141"},"language":"en","primary_location":{"id":"doi:10.3390/rs13050861","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050861","pdf_url":"https://www.mdpi.com/2072-4292/13/5/861/pdf?version=1614672046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/5/861/pdf?version=1614672046","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010735332","display_name":"Tung-Yao Hsu","orcid":"https://orcid.org/0000-0002-7643-197X"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tung-Yao Hsu","raw_affiliation_strings":["Institute of Ocean Technology and Marine Affairs, National Cheng Kung University, No. 1, University Road, Tainan City 70101, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7643-197X","affiliations":[{"raw_affiliation_string":"Institute of Ocean Technology and Marine Affairs, National Cheng Kung University, No. 1, University Road, Tainan City 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037851928","display_name":"Yi Chang","orcid":"https://orcid.org/0000-0003-3595-021X"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yi Chang","raw_affiliation_strings":["Graduate Institute of Marine Affairs, National Sun Yat-sen University, No. 70, Lienhai Rd., Kaohsiung City 80424, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Marine Affairs, National Sun Yat-sen University, No. 70, Lienhai Rd., Kaohsiung City 80424, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000619639","display_name":"Ming\u2010An Lee","orcid":"https://orcid.org/0000-0001-6970-7643"},"institutions":[{"id":"https://openalex.org/I153512688","display_name":"National Taiwan Ocean University","ror":"https://ror.org/03bvvnt49","country_code":"TW","type":"education","lineage":["https://openalex.org/I153512688"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-An Lee","raw_affiliation_strings":["College of Ocean Science and Resources, National Taiwan Ocean University, No. 2, Pei-Ning Rd, Keelung City 20224, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6970-7643","affiliations":[{"raw_affiliation_string":"College of Ocean Science and Resources, National Taiwan Ocean University, No. 2, Pei-Ning Rd, Keelung City 20224, Taiwan","institution_ids":["https://openalex.org/I153512688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003499164","display_name":"Ren-Fen Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren-Fen Wu","raw_affiliation_strings":["Information Division Overseas Fisheries Development Council, No. 19, Lane 113 Roosevelt Rd., Sec. 4, Taipei City 10673, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Division Overseas Fisheries Development Council, No. 19, Lane 113 Roosevelt Rd., Sec. 4, Taipei City 10673, Taiwan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083948989","display_name":"Shih\u2010Chun Hsiao","orcid":"https://orcid.org/0000-0001-8795-6483"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Chun Hsiao","raw_affiliation_strings":["Department of Hydraulic and Ocean Engineering, National Cheng Kung University, No. 1, University Road, Tainan City 70101, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-8795-6483","affiliations":[{"raw_affiliation_string":"Department of Hydraulic and Ocean Engineering, National Cheng Kung University, No. 1, University Road, Tainan City 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037851928"],"corresponding_institution_ids":["https://openalex.org/I142974352"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":3.8365,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.94117753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"13","issue":"5","first_page":"861","last_page":"861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.9993000030517578,"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/T11088","display_name":"Marine Bivalve and Aquaculture Studies","score":0.9940999746322632,"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/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.992900013923645,"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/fishing","display_name":"Fishing","score":0.8218551874160767},{"id":"https://openalex.org/keywords/pelagic-zone","display_name":"Pelagic zone","score":0.7674552202224731},{"id":"https://openalex.org/keywords/skipjack-tuna","display_name":"Skipjack tuna","score":0.7202256917953491},{"id":"https://openalex.org/keywords/tuna","display_name":"Tuna","score":0.6689279675483704},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.635482668876648},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.6069018840789795},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.5739365816116333},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.519210159778595},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.46199846267700195},{"id":"https://openalex.org/keywords/marine-habitats","display_name":"Marine habitats","score":0.45265311002731323},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.42496633529663086},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15845301747322083},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.15823745727539062},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11153778433799744},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07884857058525085}],"concepts":[{"id":"https://openalex.org/C514101110","wikidata":"https://www.wikidata.org/wiki/Q14373","display_name":"Fishing","level":2,"score":0.8218551874160767},{"id":"https://openalex.org/C77942228","wikidata":"https://www.wikidata.org/wiki/Q191468","display_name":"Pelagic zone","level":2,"score":0.7674552202224731},{"id":"https://openalex.org/C2779991348","wikidata":"https://www.wikidata.org/wiki/Q633957","display_name":"Skipjack tuna","level":4,"score":0.7202256917953491},{"id":"https://openalex.org/C2780532849","wikidata":"https://www.wikidata.org/wiki/Q6146274","display_name":"Tuna","level":3,"score":0.6689279675483704},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.635482668876648},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.6069018840789795},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.5739365816116333},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.519210159778595},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.46199846267700195},{"id":"https://openalex.org/C134037308","wikidata":"https://www.wikidata.org/wiki/Q6764288","display_name":"Marine habitats","level":3,"score":0.45265311002731323},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.42496633529663086},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15845301747322083},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.15823745727539062},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11153778433799744},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07884857058525085}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13050861","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050861","pdf_url":"https://www.mdpi.com/2072-4292/13/5/861/pdf?version=1614672046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3dba53c71f3d43c58847d4178101fb6f","is_oa":true,"landing_page_url":"https://doaj.org/article/3dba53c71f3d43c58847d4178101fb6f","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 5, p 861 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/5/861/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13050861","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13050861","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050861","pdf_url":"https://www.mdpi.com/2072-4292/13/5/861/pdf?version=1614672046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135217141.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1662882894","https://openalex.org/W1975437812","https://openalex.org/W1992399780","https://openalex.org/W2006474377","https://openalex.org/W2007688248","https://openalex.org/W2009063460","https://openalex.org/W2011823175","https://openalex.org/W2016791581","https://openalex.org/W2022054880","https://openalex.org/W2037723922","https://openalex.org/W2042592131","https://openalex.org/W2058913108","https://openalex.org/W2065432274","https://openalex.org/W2068844372","https://openalex.org/W2080675852","https://openalex.org/W2086057440","https://openalex.org/W2098290554","https://openalex.org/W2103144213","https://openalex.org/W2106005269","https://openalex.org/W2139208932","https://openalex.org/W2160506882","https://openalex.org/W2163333500","https://openalex.org/W2285043948","https://openalex.org/W2341241268","https://openalex.org/W2349778059","https://openalex.org/W2552472814","https://openalex.org/W2567087745","https://openalex.org/W2610174779","https://openalex.org/W2756291180","https://openalex.org/W2762439716","https://openalex.org/W2762697533","https://openalex.org/W2788355205","https://openalex.org/W2799607600","https://openalex.org/W2892108910","https://openalex.org/W2909526089","https://openalex.org/W2925164989","https://openalex.org/W2973362435","https://openalex.org/W2974915097","https://openalex.org/W2980971929","https://openalex.org/W2994611911","https://openalex.org/W6624576311","https://openalex.org/W6704049043"],"related_works":["https://openalex.org/W2558304819","https://openalex.org/W2049967573","https://openalex.org/W2392908989","https://openalex.org/W3143647450","https://openalex.org/W4393115481","https://openalex.org/W4200434336","https://openalex.org/W2038777599","https://openalex.org/W847847493","https://openalex.org/W3203671295","https://openalex.org/W3215004282"],"abstract_inverted_index":{"Skipjack":[0],"tuna":[1,45,59,200],"are":[2],"the":[3,15,21,28,39,47,63,69,121,145,170],"most":[4],"abundant":[5],"commercial":[6],"species":[7],"in":[8,27,46,144,174],"Taiwan\u2019s":[9],"pelagic":[10],"purse":[11],"seine":[12],"fisheries.":[13],"However,":[14],"rapidly":[16],"changing":[17],"marine":[18],"environment":[19],"increases":[20],"challenge":[22],"of":[23,33,43,57,71,126,131,141,152,163],"locating":[24],"target":[25],"fish":[26],"vast":[29],"ocean.":[30],"The":[31,54,83,109],"aim":[32],"this":[34,186],"study":[35,187],"was":[36],"to":[37,81,116,120,194],"identify":[38],"potential":[40],"fishing":[41,55,73,134,180],"grounds":[42,56],"skipjack":[44,58,199],"Western":[48],"and":[49,75,91,105,129,150,154,178,192],"Central":[50],"Pacific":[51],"Ocean":[52],"(WCPO).":[53],"were":[60,113,136,158],"simulated":[61],"using":[62],"habitat":[64,143,190,208],"suitability":[65],"index":[66],"(HSI)":[67],"on":[68,207],"basis":[70],"global":[72,127,153],"activities":[74],"remote":[76],"sensing":[77],"data":[78],"from":[79,185],"2012":[80],"2015.":[82],"selected":[84,114],"environmental":[85],"factors":[86,112],"included":[87],"sea":[88,93,96],"surface":[89,94,97],"temperature":[90],"front,":[92],"height,":[95],"salinity,":[98],"mixed":[99],"layer":[100],"depth,":[101],"chlorophyll":[102],"a":[103],"concentration,":[104],"finite-size":[106],"Lyapunov":[107],"exponents.":[108],"final":[110],"input":[111],"according":[115],"their":[117],"percentage":[118],"contribution":[119],"total":[122],"efforts.":[123],"Overall,":[124],"68.3%":[125],"datasets":[128],"35.7%":[130],"Taiwanese":[132],"logbooks\u2019":[133],"spots":[135],"recorded":[137],"within":[138,160],"5":[139],"km":[140,162],"suitable":[142,164],"daily":[146,176],"field.":[147],"Moreover,":[148],"94.9%":[149],"79.6%":[151],"Taiwan":[155],"data,":[156],"respectively,":[157],"identified":[159],"50":[161],"habitat.":[165],"Our":[166],"results":[167,184],"showed":[168],"that":[169],"model":[171],"performed":[172],"well":[173],"fitting":[175],"forecast":[177],"actual":[179],"position":[181],"data.":[182],"Further,":[183],"could":[188],"benefit":[189],"monitoring":[191],"contribute":[193],"managing":[195],"sustainable":[196],"fisheries":[197],"for":[198],"by":[201],"providing":[202],"wide":[203],"spatial":[204],"coverage":[205],"information":[206],"variation.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
