{"refrec":{"BRefID":36342,"RR":"<b>Levi, D.; Andreoli, M.G.; Bonanno, A.; Fiorentino, F.; Garofalo, G.; Mazzola, S.; Norrito, G.; Patti, B.; Pernice, G.; Ragonese, S.; Giusto, G.B.; Rizzo, P.</b> (2003). Embedding sea surface temperature anomalies into the stock recruitment relationship of red mullet (<i>Mullus barbatus</i> L. 1758) in the Strait of Sicily. <i>Sci. Mar. (Barc.) 67(S1)</i>: 259-268. <a href=\"https://dx.doi.org/10.3989/scimar.2003.67s1259\" target=\"_blank\">https://dx.doi.org/10.3989/scimar.2003.67s1259</a>","BEntID":36342,"PublicFlag":1,"CheckedFlag":0,"wosflag":1,"vabbflag":0,"RefStringPartII":". <i>Sci. Mar. (Barc.) 67(S1)</i>: 259-268. <a href=\"https://dx.doi.org/10.3989/scimar.2003.67s1259\" target=\"_blank\">https://dx.doi.org/10.3989/scimar.2003.67s1259</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":1,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Levi, D.; Andreoli, M.G.; Bonanno, A.; Fiorentino, F.; Garofalo, G.; Mazzola, S.; Norrito, G.; Patti, B.; Pernice, G.; Ragonese, S.; Giusto, G.B.; Rizzo, P.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Levi, D. <i>et al.</i>","Englishabstract":"In the Strait of Sicily, red mullet (<i>Mullus barbatus</i> L. 1758) is one of the most important resources for the bottom trawlers exploiting the shelf fishing grounds. At present, the younger age groups (groups 0-1) represent most of the catches. In order to give more effective advice for fisheries management in the area, this paper is aimed at further investigating the stock-recruitment relationship for red mullet by including environmental information. Indices of the mean abundance of red mullet older than 1 year (spawners) and younger (recruits) were obtained from autumn trawl survey samples by analyzing the length-frequency distributions. Sea surface temperature (SST), expressed as the average monthly anomalies over the period from May to September (referring to 1961-90 climatology), was considered as a proxy for oceanographic processes affecting recruitment. An exploratory analysis was performed using three stock-recruitment relationships (Cushing, Ricker and Beverton-Holt), with and without the effect of SST. The best fit (R<sup>2</sup>=0.80) was obtained with a Ricker modified curve (ln<i>R</i> = ln(70.17113) + ln<i>S</i> - 0.063812S + 0.060544(<i>S ⋅ E</i>)), including SST anomalies in July and August as a masking factor. Results showed that, for a given spawning stock level, higher recruitment levels corresponded to warmer than average SST in early life stages.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"Embedding sea surface temperature anomalies into the stock recruitment relationship of red mullet (<i>Mullus barbatus</i> L. 1758) in the Strait of Sicily","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2026-04-22 01:31:27.429753","timezone_type":1,"timezone":"+02:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":null,"OtherDescriptors":"Red mullet; Strait of Sicily; stock-recruitment relationships","Notes":null,"AnaPub":2003,"MonPub":null,"DateUpdate":"2021-02-15","DateCreate":"2003-07-16","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000183403500020","VABBcode":null,"OpenAcc":1,"DOI":"10.3989/scimar.2003.67s1259"},"refs":null,"anarec":{"AnaID":36342,"PubliDate":2003,"Pagination":"259-268","XtraPublOfAnaID":null,"ISBN":null,"Volume":"67","Issue":"S1","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":43791,"SerRR":"Scientia Marina (Barcelona). Consejo Superior de Investigaciones Científicas. Institut de Ciènces del Mar: Barcelona.  ISSN 0214-8358; e-ISSN 1886-8134","StandardTitleSer":"Scientia Marina (Barcelona)","ISSN":"0214-8358","AbbrevSer":"Sci. Mar. (Barc.)","StandardTitleMon":null,"StartPage":259,"Pages":10,"ToPubliDate":null,"BRefBibLvlCode":"S","SerNotes":null},"monrec":null,"serrec":null,"relations":[{"YBRefID":36309,"RefStrFull":"<b>Ulltang, Ø.; Blom, G.</b> (2003). Fish stock assessments and predictions: integrating relevant knowledge. SAP Symposium held in Bergen, Norway 4-6 December 2000. <i>Scientia Marina (Barcelona)</i>, 67(S1). Institut de Ciències de Mar: Barcelona. 374 pp. <a href=\"https://dx.doi.org/10.3989/scimar.2003.67s1\" target=\"_blank\">https://dx.doi.org/10.3989/scimar.2003.67s1</a>","RelID":10,"Relation":"Also appears in","StandardTitle":"Fish stock assessments and predictions: integrating relevant knowledge. SAP Symposium held in Bergen, Norway 4-6 December 2000"}],"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Levi","Firstname":null,"Initials":"D.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":30971,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Andreoli","Firstname":null,"Initials":"M.G.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":38509,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Bonanno","Firstname":null,"Initials":"A.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":38510,"OrderNr":3,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Fiorentino","Firstname":"Fabio","Initials":"F.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":34051,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Garofalo","Firstname":null,"Initials":"G.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":34260,"OrderNr":5,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Mazzola","Firstname":null,"Initials":"S.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":31895,"OrderNr":6,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Norrito","Firstname":"Giacomo","Initials":"G.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":34072,"OrderNr":7,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Patti","Firstname":null,"Initials":"B.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":31898,"OrderNr":8,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Pernice","Firstname":null,"Initials":"G.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":38514,"OrderNr":9,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Ragonese","Firstname":null,"Initials":"S.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":200890,"OrderNr":10,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Giusto","Firstname":null,"Initials":"G.B.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":43646,"OrderNr":11,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null},{"AutName":"Rizzo","Firstname":null,"Initials":"P.","Affiliation":null,"Discriminator":null,"CorporateFlag":0,"BEntID":36342,"AutID":437372,"OrderNr":12,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":null,"ORCID":null,"PersID":null,"InsID":null}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":null,"BEntPrivate":null,"availability":[{"BInstID":67482,"LibID":36,"BRefID":36342,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":1,"ShelfLocCode":"67482","RFID":null,"PaidValue":null,"Medium":"Server","Description":"VLIZ Open Access","Acronym":"VLIZ","Library":"Vlaams Instituut voor de Zee","DutchTerm":"Open access","URL":null,"ClassifID":53,"Classification":"Open access","ReqLink":null,"ClassifTypID":1,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":null,"InternalReq":0,"LoggedInReq":0,"Disclaimer":null,"DutchDisclaimer":null,"FileFormat":".pdf","FileDescr":"pdf","InsPub":1,"InsID":36,"FileFormID":6,"LendableFlag":1,"PublicFlag":1,"orderLib":"A","Notes":null,"AccConID":null,"AccessConstraint":null,"LicURL":null}],"litstyles":null,"thespers":null,"arch2discl":null,"SERpubls":[{"PublName":"Consejo Superior de Investigaciones Científicas. Institut de Ciènces del Mar","City":"Barcelona"}],"MONpubls":null,"pictures":[],"thestermsPath":[{"ThesaurusTerm":"MED, Italy, Sicily","ThestID":185948,"Acronym":"ASFA_GEOT","ThesTermPath":"MED, Italy, Sicily"},{"ThesaurusTerm":"Recruitment","ThestID":6795,"Acronym":"ASFA","ThesTermPath":"Population functions > Recruitment"},{"ThesaurusTerm":"Temperature","ThestID":8411,"Acronym":"ASFA","ThesTermPath":"Properties > Physical properties > Thermodynamic properties > Temperature"},{"ThesaurusTerm":"Stocks","ThestID":8032,"Acronym":"ASFA","ThesTermPath":"Stocks"},{"ThesaurusTerm":"Sea surface","ThestID":7278,"Acronym":"ASFA","ThesTermPath":"Surfaces > Sea surface"}],"thestermsASFA":[{"ThesaurusTerm":"MED, Italy, Sicily"},{"ThesaurusTerm":"Recruitment"},{"ThesaurusTerm":"Sea surface"},{"ThesaurusTerm":"Stocks"},{"ThesaurusTerm":"Temperature"}],"taxtermsASFA":[{"TaxTerm":"Mullus barbatus Linnaeus, 1758"}],"geotermsASFA":[{"GeoTerm":"Sicily"}],"collections":null,"conf":null,"proj":null,"Physdatasets":null,"spcols":null,"doi":null,"publs":null,"serparttypes":null,"monauthors":null,"MParts":null,"SParts":null,"hLibs":null,"langs":[{"BEntID":36342,"AbstractFlag":0,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"},{"BEntID":36342,"AbstractFlag":1,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"}],"urls":[{"URL":"https://dx.doi.org/10.3989/scimar.2003.67s1259","externalID":"10.3989/scimar.2003.67s1259","URLTypeCode":"DOI","URLID":90377,"URLTypID":13,"URLType":"DOI","URLPrefix":"http://dx.doi.org/"}],"thesterms":[{"ThesaurusTerm":"MED, Italy, Sicily","ThestID":185948,"Acronym":"ASFA_GEOT","ThesTypID":34,"ThesType":"ASFA Geoterms"},{"ThesaurusTerm":"Recruitment","ThestID":6795,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Sea surface","ThestID":7278,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Stocks","ThestID":8032,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Temperature","ThestID":8411,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"}],"taxterms":[{"TaxTerm":"Mullus barbatus Linnaeus, 1758 [red mullet]","AphiaID":126985,"TaxtID":12459}],"geoterms":[{"GeoTerm":"Sicily","GeoObjectID":3383,"GeotID":4235}],"othterms":[{"OtherTerm":"Red mullet","OthtID":4161},{"OtherTerm":"Stock-recruitment relationships","OthtID":9015},{"OtherTerm":"Strait of sicily","OthtID":7067}],"asfacodes":null,"asfa2codes":null,"thestermsFRIS":[{"ThesaurusTerm":"MED, Italy, Sicily","DutchTerm":null,"ThestID":185948,"Acronym":"ASFA_GEOT","ThesTypID":34,"ThesType":"ASFA Geoterms"},{"ThesaurusTerm":"Recruitment","DutchTerm":"Recrutering","ThestID":6795,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Sea surface","DutchTerm":"Zeeoppervlak; Zeespiegel","ThestID":7278,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Stocks","DutchTerm":"Voorraden","ThestID":8032,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"},{"ThesaurusTerm":"Temperature","DutchTerm":"Temperatuur","ThestID":8411,"Acronym":"ASFA","ThesTypID":1,"ThesType":"ASFA Thesaurus List"}],"taxtermsFRIS":[{"TaxTerm":"Mullus barbatus Linnaeus, 1758","DutchTerm":"gewone zeebarbeel","AphiaID":126985,"TaxtID":12459}],"geotermsFRIS":[{"GeoTerm":"Sicily","DutchTerm":null}],"othtermsFRIS":[{"OtherTerm":"Red mullet","DutchTerm":null,"OthtID":4161},{"OtherTerm":"Stock-recruitment relationships","DutchTerm":null,"OthtID":9015},{"OtherTerm":"Strait of sicily","DutchTerm":null,"OthtID":7067}],"resmessage":"","complete":1,"sessions":{"newSesName":"Chisala, Chilekwa, C.","newSesDate":{"date":"2003-07-16 09:21:37.603000","timezone_type":3,"timezone":"Europe/Brussels"},"updSesName":"Bouchti, Zohra, Z.","updSesDate":{"date":"2021-02-15 06:38:49.350000","timezone_type":3,"timezone":"Europe/Brussels"}}}