Application of a Weight of Evidence Approach for Monitoring Complex Environmental Scenarios: the Case-Study of Off-Shore Platforms
Frontiers in Marine Science2019
60 citations
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Francesco Regoli
Francesco Regoli
Francesco Regoli
Stefania Gorbi,
Alessandro Nardi,
Alessandro Nardi,
Francesco Regoli
Maura Benedetti,
Marica Mezzelani,
Marica Mezzelani,
Stefania Gorbi,
Maura Benedetti,
Stefania Gorbi,
Maura Benedetti,
Stefania Gorbi,
Maura Benedetti,
Marica Mezzelani,
Marica Mezzelani,
Maura Benedetti,
Maura Benedetti,
Maura Benedetti,
Maura Benedetti,
Maura Benedetti,
Marica Mezzelani,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Alessandro Nardi,
Stefania Gorbi,
Giuseppe d’Errico,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Giuseppe d’Errico,
Giuseppe d’Errico,
Giuseppe d’Errico,
Giuseppe d’Errico,
Giuseppe d’Errico,
Giuseppe d’Errico,
Marica Mezzelani,
Francesco Regoli
Daniele Fattorini,
Alessandro Nardi,
Stefania Gorbi,
Stefania Gorbi,
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Maura Benedetti,
Francesco Regoli
Alessandro Nardi,
Francesco Regoli
Alessandro Nardi,
Francesco Regoli
David Pellegrini,
Francesco Regoli
Giuseppe d’Errico,
Alessandro Nardi,
Francesco Regoli
Giuseppe d’Errico,
Francesco Regoli
Marica Mezzelani,
David Pellegrini,
Francesco Regoli
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Daniele Fattorini,
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Stefania Gorbi,
Francesco Regoli
Daniele Fattorini,
Daniele Fattorini,
Daniele Fattorini,
Maura Benedetti,
Maura Benedetti,
Stefania Gorbi,
Francesco Regoli
Maura Benedetti,
Maura Benedetti,
Stefania Gorbi,
Maura Benedetti,
Stefania Gorbi,
Stefania Gorbi,
Alessandro Nardi,
Maura Benedetti,
Giuseppe d’Errico,
Stefania Gorbi,
Francesco Regoli
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Maura Benedetti,
Giuseppe d’Errico,
Giuseppe d’Errico,
Giuseppe d’Errico,
David Pellegrini,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Daniele Fattorini,
Alessandro Nardi,
Alessandro Nardi,
Francesco Regoli
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Daniele Fattorini,
Francesco Regoli
Marta Di Carlo,
Stefania Gorbi,
Francesco Regoli
David Pellegrini,
Francesco Regoli
Stefania Gorbi,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Giuseppe d’Errico,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Francesco Regoli
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Francesco Regoli
Alessandro Nardi,
Francesco Regoli
Francesco Regoli
Francesco Regoli
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Maura Benedetti,
Francesco Regoli
Stefania Gorbi,
Maura Benedetti,
Francesco Regoli
Alessandro Nardi,
Maura Benedetti,
Francesco Regoli
Francesco Regoli
Daniele Fattorini,
Francesco Regoli
Stefania Gorbi,
Stefania Gorbi,
Stefania Gorbi,
Francesco Regoli
Summary
A weight of evidence approach integrating chemical measurements and biological effect assessments was applied to monitor the environmental impact of offshore oil and gas platforms, providing a more complete picture of contamination than either approach alone. The framework is applicable to evaluating microplastic and chemical pollution from other industrial marine activities.
Multidisciplinary investigations based on integration of chemical and biological measurements, represent an added value to monitoring and management protocols, and their use is recommended by European Directives to evaluate the environmental status of aquatic ecosystems. However, assessing the overall significance of results obtained in different typologies of studies is often a difficult challenge. The aim of this work was to present a quantitative Weight Of Evidence (WOE) model (Sediqualsoft) to integrate huge amounts of heterogeneous data and to validate this approach in complex monitoring scenarios. Using the case-study of an off-shore platform field in the Adriatic Sea, procedures are presented to elaborate different typologies of data (lines of evidence, LOEs), including chemical characterization of sediments, bioavailability, biomarkers, ecotoxicological bioassays and benthic communities around three platforms. These data are initially evaluated by logical flowcharts and mathematical algorithms, which provide specific hazard indices for each considered LOE, before their different weighting and overall integration in an environmental risk index. The monitoring study selected for the WOE elaboration consisted on chemical analyses of trace metals, aliphatic hydrocarbons, polycyclic aromatic hydrocarbons carried out on 60 sediment samples; the same samples were also characterized for the status of benthic communities; bioavailability of metals from sediments was assessed in laboratory conditions on the polychaete Hediste diversicolor, while bioaccumulation of inorganic and organic chemicals and biomarker responses were measured in native and transplanted mussels; ecotoxicological properties of sediments were evaluated through a battery of bioassays determining algal growth of the diatom Phaeodactylum tricornutum, bioluminescence of the marine bacterium Vibrio fischeri, survival of the copepod Acartia tonsa and embryotoxicity of sea urchin Paracentrotus lividus. Overall, almost 7000 analytical results were elaborated and summarized in specific hazard