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Larval presence prediction through logistic regression: an early warning system against <i>Mytilopsis leucophaeata</i> biofouling. <i>Biofouling (Print) 23(1)</i>: 25-35. <a href=\"https://dx.doi.org/10.1080/08927010601092952\" target=\"_blank\">https://dx.doi.org/10.1080/08927010601092952</a>","BEntID":102103,"PublicFlag":1,"CheckedFlag":0,"wosflag":1,"vabbflag":0,"RefStringPartII":". <i>Biofouling (Print) 23(1)</i>: 25-35. <a href=\"https://dx.doi.org/10.1080/08927010601092952\" target=\"_blank\">https://dx.doi.org/10.1080/08927010601092952</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":1,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Verween, A.; Hendrickx, F.; Vincx, M.; Degraer, S.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Verween, A. <i>et al.</i>","Englishabstract":"<i>Mytilopsis leucophaeata</i> is a biofouling bivalve causing major problems in the cooling water system of BASF, Antwerp NV, Belgium, a large water-using industrial facility. This study aimed to develop a statistical model to predict the response of <i>M. leucophaeata</i> larvae to environmental conditions in estuarine ecosystems. Multiple logistic regression, taking into account temporal autocorrelation, was applied on a large dataset allowing the prediction of the probability of occurrence of <i>M. leucophaeata</i> larvae at BASF NV as a response to the environmental variables. The final model made it possible to predict larval presence in the water column solely by monitoring water temperature. The results from subsampling indicated that the model was stable. The model was tested with 2005 data, demonstrating a 98% precise prediction of the occurrence of <i>M. leucophaeata</i> larvae in the water column, with a sensitivity of 100% and a specificity of 97%, even though autumn 2005 was exceptionally warm, which led to an extended presence of the larvae.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"Larval presence prediction through logistic regression: an early warning system against <i>Mytilopsis leucophaeata</i> biofouling","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2024-12-10 01:33:17.368041","timezone_type":1,"timezone":"+01:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":"Mytilopsis leucophaeata; biofouling control; population dynamics; larvae; logistic regression; predictive statistics","OtherDescriptors":null,"Notes":null,"AnaPub":2007,"MonPub":null,"DateUpdate":"2019-08-28","DateCreate":"2008-02-12","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000246250900003","VABBcode":null,"OpenAcc":0,"DOI":"10.1080/08927010601092952"},"refs":null,"anarec":{"AnaID":119642,"PubliDate":2007,"Pagination":"25-35","XtraPublOfAnaID":null,"ISBN":null,"Volume":"23","Issue":"1","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":68744,"SerRR":"Biofouling. Taylor & Francis: Chur; New York.  ISSN 0892-7014; e-ISSN 1029-2454","StandardTitleSer":"Biofouling","ISSN":"0892-7014","AbbrevSer":"Biofouling (Print)","StandardTitleMon":null,"StartPage":25,"Pages":11,"ToPubliDate":null,"BRefBibLvlCode":"S","SerNotes":null},"monrec":null,"serrec":null,"relations":[{"YBRefID":107267,"RefStrFull":"<b>Verween, A.; Hendrickx, F.; Vincx, M.; Degraer, S.</b> (2007). Larval presence prediction through logistic regression: an early warning system against <i>Mytilopsis leucophaeata</i> biofouling, <b><i>in</i></b>: Verween, A. <i>Biologische kennis als een instrument voor een ecologische verantwoorde biofouling beheersing: een case study van de invasieve mossel <i>Mytilopsis leucophaeata</i> in Europa = Biological knowledge as a tool for an ecologically sound biofouling control: a case study of the invasive bivalve <i>Mytilopsis leucophaeata</i> in Europe.</i> pp. 111-131","RelID":4,"Relation":"Related to","StandardTitle":"Larval presence prediction through logistic regression: an early warning system against <i>Mytilopsis leucophaeata</i> biofouling"}],"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Verween","Firstname":"Annick","Initials":"A.","Affiliation":"Ghent University, Biology Department, Marine Biology Section","Discriminator":null,"CorporateFlag":0,"BEntID":102103,"AutID":144381,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MARBIOL","InsFSN":"Universiteit Gent; Faculteit Wetenschappen; Vakgroep Biologie; Onderzoeksgroep Mariene Biologie","ORCID":null,"PersID":3401,"InsID":13},{"AutName":"Hendrickx","Firstname":"Frederik","Initials":"F.","Affiliation":"Ghent University, Biology Department, Terrestrial Ecology Unit","Discriminator":null,"CorporateFlag":0,"BEntID":102103,"AutID":145564,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"TEREC","InsFSN":"Universiteit Gent; Faculteit Wetenschappen; Vakgroep Biologie; Onderzoeksgroep Terrestrische Ecologie","ORCID":null,"PersID":3139,"InsID":1453},{"AutName":"Vincx","Firstname":"Magda","Initials":"M.","Affiliation":"Ghent University, Biology Department, Marine Biology Section","Discriminator":null,"CorporateFlag":0,"BEntID":102103,"AutID":134511,"OrderNr":3,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MARBIOL","InsFSN":"Universiteit Gent; Faculteit Wetenschappen; Vakgroep Biologie; Onderzoeksgroep Mariene Biologie","ORCID":null,"PersID":19,"InsID":13},{"AutName":"Degraer","Firstname":"Steven","Initials":"S.","Affiliation":"Ghent University, Biology Department, Marine Biology Section","Discriminator":null,"CorporateFlag":0,"BEntID":102103,"AutID":134295,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MARBIOL","InsFSN":"Universiteit Gent; Faculteit Wetenschappen; Vakgroep Biologie; Onderzoeksgroep Mariene Biologie","ORCID":"0000-0002-3159-5751","PersID":221,"InsID":13}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":null,"BEntPrivate":null,"availability":[{"BInstID":276439,"LibID":36,"BRefID":119642,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":1,"ShelfLocCode":"276439","RFID":null,"PaidValue":null,"Medium":"Server","Description":"Interne VLIZ documenten","Acronym":"VLIZ","Library":"Vlaams Instituut voor de Zee","DutchTerm":"Non-open access","URL":null,"ClassifID":228,"Classification":"Non-open access","ReqLink":1,"ClassifTypID":3,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":1,"InternalReq":1,"LoggedInReq":1,"Disclaimer":"Disclaimer_VLIZ_Intern","DutchDisclaimer":"<p>Deze publicatie is enkel beschikbaar voor persoonlijk gebruik binnen de Innovocean site <br />en mag op geen enkele manier verder worden verspreid.</p>","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":"Taylor & Francis","City":"Chur; New York"}],"MONpubls":null,"pictures":[],"thestermsPath":[{"ThesaurusTerm":"Fouling control","ThestID":3441,"Acronym":"ASFA","ThesTermPath":"Control > Fouling control"},{"ThesaurusTerm":"Larvae","ThestID":4630,"Acronym":"ASFA","ThesTermPath":"Developmental stages > Larvae"},{"ThesaurusTerm":"Population dynamics","ThestID":9702,"Acronym":"ASFA","ThesTermPath":"Population dynamics"},{"ThesaurusTerm":"Regressions","ThestID":6845,"Acronym":"ASFA","ThesTermPath":"Regressions"},{"ThesaurusTerm":"Statistics","ThestID":7988,"Acronym":"ASFA","ThesTermPath":"Statistics"}],"thestermsASFA":[{"ThesaurusTerm":"Fouling control"},{"ThesaurusTerm":"Larvae"},{"ThesaurusTerm":"Population dynamics"},{"ThesaurusTerm":"Regressions"},{"ThesaurusTerm":"Statistics"}],"taxtermsASFA":[{"TaxTerm":"Mytilopsis leucophaeata"}],"geotermsASFA":[{"GeoTerm":"Antwerp Harbour"}],"collections":[{"Collection":"ScheldeMonitor","ShortName":"scheldemonitor"}],"conf":null,"proj":null,"Physdatasets":null,"spcols":{"222":{"SpName":"BMB - 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