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Compilation and standardization of oil toxicity data on early life stages of fish to support population-level oil spill impact modeling

dc.contributor.authorVikkula, Sami
dc.contributor.authorMäntyniemi, Samu
dc.contributor.authorKuikka, Sakari
dc.contributor.departmentid4100110810
dc.contributor.orcidhttps://orcid.org/0000-0002-3367-6280
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2026-01-22T08:35:53Z
dc.date.issued2025
dc.description.abstractThe risk of oil spills has increased in recent years due to rising tanker traffic and the emergence of poorly maintained vessels. While the environmental impacts of oil spills are wide-ranging, their effects on fish populations remain contested, prompting the need for further research and the development of improved tools and methodologies for impact assessment. One complicating factor is the heterogeneity of existing laboratory exposure data, which hinders their usage in population-level oil spill impact assessment. This study addresses that gap by compiling a dataset from peer-reviewed laboratory exposure studies on the early life stages (ELS) of fish exposed to oil. Through a systematic literature review, we identified relevant studies and developed novel standardization methods to improve data comparability. These methods included converting diverse exposure metrics to a baseline polycyclic aromatic hydrocarbon (PAH) concentration metric, calculating the geometric mean and time-weighted average concentrations, and modeling missing control concentrations. The resulting dataset encompasses multiple fish species and oil types, as well as wide exposure time and PAH concentration ranges, in order to support impact assessments across diverse spill scenarios in fish population dynamics models. Although our methodology significantly increased the amount of usable data, the species and oil type coverage remained uneven, requiring model structures that accommodate information borrowing. We provide recommendations to improve future experimental reporting and suggest methodological extensions for the standardization methods. This study demonstrates how structured data compilation and standardization can cost-effectively expand the applicability of existing experimental data for oil spill impact assessment.
dc.description.vuosik2025
dc.format.pagerange12 p.
dc.identifier.citationHow to cite: Sami Vikkula, Samu Mäntyniemi, Sakari Kuikka, Compilation and standardization of oil toxicity data on early life stages of fish to support population-level oil spill impact modeling, Aquatic Toxicology, Volume 286, 2025, 107480, https://doi.org/10.1016/j.aquatox.2025.107480
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/103766
dc.identifier.urlhttp://dx.doi.org/10.1016/j.aquatox.2025.107480
dc.identifier.urnURN:NBN:fi-fe202601227509
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline1181
dc.okm.internationalcopublicationei
dc.okm.julkaisukanavaoa2 = Osittain avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherElsevier
dc.relation.articlenumber107480
dc.relation.doi10.1016/j.aquatox.2025.107480
dc.relation.ispartofAquatic Toxicology
dc.relation.ispartofseriesAquatic Toxicology
dc.relation.issn0166-445X
dc.relation.volume286
dc.rightsCC BY 4.0
dc.source.justusid134307
dc.subjectoil spills
dc.subjectfisheries
dc.subjectimpact assessment
dc.subjecttoxicity model
dc.subjectdata heterogeneity
dc.subjectpolycyclic aromatic hydrocarbons
dc.tehOHFO-Puskuri-2
dc.titleCompilation and standardization of oil toxicity data on early life stages of fish to support population-level oil spill impact modeling
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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