{"datasetrec":{"DasID":8519,"Acronym":null,"StandardTitle":"Climate-Induced Habitat Suitability Modelling for Pelagic Fish in European Seas","OrigTitle":null,"OrigTitleLangID":null,"OrigTitleLangCode":null,"OrigTitleLang":null,"OrigTitleLangNL":null,"VersionName":null,"ContactEmail":null,"VersionDate":null,"VersionDay":null,"VersionMonth":null,"VersionYear":null,"SizeReference":null,"EngAbstract":"<p>Pelagic fish species, such as Atlantic herring, Atlantic mackerel, and European seabass, are crucial for both the ecological balance and economic prosperity of European seas. Understanding their migration patterns and habitat preferences is vital for ensuring sustainable fisheries management. This study employed a mechanistic niche modelling approach to predict the distribution of these species, investigating the impact of climate change on their habitat suitability. The study incorporated a mathematical description of each species' niche and focused on temperature and salinity responses, utilising fuzzy logic principles. Climate prediction data and various scenarios were utilized to simulate habitat suitability models from the current to 2090. Our findings indicate substantial alterations in habitat suitability under the climate scenario SSP585 , with a northward shift for all three species. Temperature and salinity changes drive complex shifts, with regional variations in suitability conditions. This mechanistic approach informs proactive fisheries management strategies, crucial for navigating the dynamic interplay between climate change, fish distribution, and the post-Brexit landscape.</p>","EngDescr":null,"OrigAbstract":null,"OrigDescr":null,"Comments":null,"ReleaseDate":null,"ReleaseDate0":null,"OrigDescrLang":null,"EmbargoDate":null,"OrigDescrLangNL":null,"OrigLangCode":null,"OrigLangCodeExtended":null,"OrigLangID":null,"DescrCompFlag":null,"DescrTransFlag":null,"Citation":"Standaert, W.; Musimwa, R.; Stevens, M.; Fernandez Bejarano, S.; Muñiz, C.; Debusschere, E.; Pint, S.; Everaert, G.; Flanders Marine Institute: Belgium; (2024): Climate-Induced Habitat Suitability Modelling for Pelagic Fish in European Seas. Dataset and calculations. Marine Data Archive.","AccessConstraints":null,"UDate":"2024-11-22","CDate":"2024-03-13","CurrencyDate":null,"RevisionDate":null,"DateLastModified":{"date":"2026-05-14 01:44:00.153333","timezone_type":1,"timezone":"+02:00"},"CheckedFlag":0,"PublicFlag":1,"VlizCoreFlag":1,"MarineFlag":1,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"StatusID":1,"DasType":"Software/models/scripts","DasTypeID":3,"DasOrigin":"Research","Progress":"Completed","AccessConstraint":"Attribution (CC BY)","AccConstrEN":"Attribution (CC BY)","AccConstrDisplay":"<a rel=\"license\" href=\"https://creativecommons.org/licenses/by/4.0/\" target=\"_blank\"><img alt=\"Creative Commons License\" style=\"border:0px;height:15px;width:80px;vertical-align:middle;\" src=\"https://www.marinespecies.org/aphia/images/cc/by.png\" /></a> This dataset is licensed under a <a rel=\"license\" href=\"https://creativecommons.org/licenses/by/4.0/\" target=\"_blank\">Creative Commons Attribution 4.0 International License</a>.","License":"https://creativecommons.org/licenses/by/4.0/","AccConstrDescription":"This license lets others distribute, remix, tweak, and build upon your work, even commercially, as long as they credit you for the original creation. This is the most accommodating of licenses offered. Recommended for maximum dissemination and use of licensed materials.","Lineage":null,"AccConID":21},"dois":[{"DOIID":1077,"PublicationYear":2024,"DOI":"10.14284/707","Citation":"Standaert, W.; Musimwa, R.; Stevens, M.; Fernandez Bejarano, S.; Muñiz, C.; Debusschere, E.; Pint, S.; Everaert, G.; Flanders Marine Institute: Belgium; (2024): Climate-Induced Habitat Suitability Modelling for Pelagic Fish in European Seas. Dataset and calculations. Marine Data Archive.","MDAID":"VLIZ_00001364_673622dfd60d0976249299","Moratorium":0,"MDAURL":"https://mda.vliz.be/directlink.php?fid=VLIZ_00001364_673622dfd60d0976249299","CurrentDOI":1,"Active":1,"URL":null,"downloadURL":"https://mda.vliz.be/download.php?file=VLIZ_00001364_673622dfd60d0976249299"}],"spcols":null,"keywords":[{"ThesaurusTerm":"Atlantic mackerel <i>Scomber scombrus</i>","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Atlantic mackerel <i>Scomber scombrus</i>","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Climate change ecology","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Climate change ecology","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Climate change effects","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Climate change effects","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Distribution modelling","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Distribution modelling","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Ecological modelling","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Ecological modelling","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Ecosystem modelling","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Ecosystem modelling","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Fisheries ecosystem","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Fisheries ecosystem","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Fisheries management indicators","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Fisheries management indicators","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Global climate change","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Global climate change","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Habitat selection","ThesTypID":1,"ThesType":"ASFA Thesaurus List","Code":"c_a7111c29","Description":null,"OrigThesTerm":"Habitat selection","DutchTerm":"Habitatselectie","URI":"http://aims.fao.org/aos/agrovoc/c_a7111c29","DasKeywordDescr":null},{"ThesaurusTerm":"Habitat suitability modelling","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Habitat suitability modelling","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Migration patterns","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Migration patterns","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Model predictions","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"Model predictions","DutchTerm":"Modelvoorspellingen","URI":null,"DasKeywordDescr":null}],"parents":[{"DasID":8450,"Acronym":"Pelfish","EngAbstract":"<p>Ecological modelling techniques applied on the data collected for the prediction of future scenarios in the BPNS.</p><p><br>Three different methodologies where used:&nbsp;</p><ul><li>Mechanistic approach: Habitat suitability maps for the pelagic fish with an emphasis on the Belgian part of the North Sea. The modelling technique used was the mechanistic approach.</li><li>Data driven approach: It utilizes maximum entropy modelling to derive species-environment relations. Biological input data was derived from ICES International bottom trawl surveys, International herring larvae surveys and Mackerel and Horse Mackerel Egg surveys. Environmental layers were derived from CMEMS (https://doi.org/10.48670/moi-00021, https://doi.org/10.48670/moi-00058, https://doi.org/10.48670/moi-00020) and EMODNet</li><li>Climate-induced habitat suitability maps, delving deep into the intricate relationships between changing environmental conditions and the distribution of pelagic fish.</li></ul><p>&nbsp;</p>","License":"https://creativecommons.org/licenses/by/4.0/","StandardTitle":"Predictive modelling of the distribution of pelagic fish species in the BPNS","doi":null,"vlizDoi":null}],"children":null,"othrel":null,"othrelrev":null,"ownerships":[{"OrderNr":1,"Surname":"Musimwa","Firstname":"Rutendo","Initials":"R.","PerPublicFlag":1,"AdrID":171145,"Email":"rutendo.musimwa@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":43588,"InsID":36,"FullInstitute":"Vlaams Instituut voor de 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Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0009-0004-2354-4905","ROR":"https://ror.org/0496vr396"},{"OrderNr":3,"Surname":"Standaert","Firstname":"Ward","Initials":"W.","PerPublicFlag":1,"AdrID":168908,"Email":"ward.standaert@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":43587,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0001-7058-0125","ROR":"https://ror.org/0496vr396"},{"OrderNr":4,"Surname":"Stevens","Firstname":"Martha","Initials":"M.","PerPublicFlag":1,"AdrID":171867,"Email":"martha.stevens@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":42116,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0002-9498-4498","ROR":"https://ror.org/0496vr396"},{"OrderNr":5,"Surname":"Fernández Bejarano","Firstname":"Salvador Jesús","Initials":"S.J.","PerPublicFlag":1,"AdrID":170441,"Email":"salvador.fernandez@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":37871,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":68,"Role":"Data provider","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0003-0535-7677","ROR":"https://ror.org/0496vr396"},{"OrderNr":6,"Surname":"Fernandez Muñiz","Firstname":"Carlota","Initials":"C.","PerPublicFlag":1,"AdrID":167764,"Email":"carlota.muniz@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":40426,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams Instituut voor de Zee","FullAcronym":"VLIZ","ORC":"https://orcid.org/0000-0001-9584-3833","ROR":"https://ror.org/0496vr396"},{"OrderNr":7,"Surname":"Debusschere","Firstname":"Elisabeth","Initials":"E.","PerPublicFlag":1,"AdrID":167751,"Email":"elisabeth.debusschere@vliz.be","InsPublicFlag":1,"Acronym":"VLIZ","OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flanders Marine Institute","InsOwnerCNT":9,"PersID":25977,"InsID":36,"FullInstitute":"Vlaams Instituut voor de Zee","RoleID":61,"Role":"Data creator","OrigName":"Flanders Marine Institute","StandardName":"Vlaams 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modelling"},{"OtherTerm":"Fisheries ecosystem"},{"OtherTerm":"Fisheries management indicators"},{"OtherTerm":"Global climate change"},{"OtherTerm":"Habitat suitability modelling"},{"OtherTerm":"Migration patterns"},{"OtherTerm":"Model predictions"}],"temporal":[{"DasDateID":6120,"StartYear":2023,"EndYear":2024,"StartDay":1,"EndDay":1,"StartDate":"2023-01-01","EndDate":"2024-01-01","DasDate":null,"Resolution":null,"ResolutionNL":null,"Notes":null,"StartMonth0":1,"StartMonth":"January","StartMonthNL":"Januari","EndMonth0":1,"EndMonth":"January","EndMonthNL":"Januari","Progress":"Completed","ProgressNL":"Afgelopen"}],"geographical":null,"meastypes":[{"MethID":291,"DasMeasTypID":19104,"DasMeasType":"","Matrix":"Water","MatrixNL":"Water","Parameter":"Biological effect parameters","ParameterNL":null,"Description":null,"Unit":null,"Methodology":"Model 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