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A toolbox to evaluate data reliability for whole-ecosystem models: Application on the Bay of Biscay continental shelf food-web model

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  • Lassalle, Géraldine
  • Bourdaud, Pierre
  • Saint-Béat, Blanche
  • Rochette, Sébastien
  • Niquil, Nathalie

Abstract

Ecosystem models are always simplifications of reality and as such their application for ecosystem-based management requires standard validation. Here, the “DataReli” toolbox is proposed to evaluate the quality of the data used during the construction of ecosystem models, their coherence across trophic levels, and whether data limitations prevent the model long-term applications. This toolbox is the combination of three operational and complementary analyses: (i) the pedigree index to determine to what extent a model was calibrated on data of local origin; (ii) the graphical analysis known as PREBAL to assess whether a model respects some basic ecological and fisheries principles; and (iii) a sensitivity analysis to evaluate the robustness of model predictions to small variations in input data. The toolbox is delivered to potential users with main generic recommendations on how interpreting results conjointly and on which decisions to make about parameters’ revisions or model uses’ restrictions. (i) Corrections of parameters should be preferentially envisaged when modelling data-rich environments. (ii) For those models with an overall pedigree index above 0.4, a closer look at the pedigree routine, i.e. values by parameters and compartments, and the PREBAL analysis would help to prioritize parameters needing improvement. (ii)’ For Ecopath models of no overall acceptable quality (overall pedigree index <0.4), we recommend stopping the DataReli procedure at this point. (iii) In terms of sensitivity analysis, marked responses of model predictions to small variations in the input values must preferentially lead to restrictions in the model applications compared to corrections of parameter estimates. A concrete application of the “DataReli” toolbox to the pre-existing Ecopath model of the Bay of Biscay continental shelf food web is presented. For the present case study, the general level of input data reliability is considered as satisfying with regard to the model applications.

Suggested Citation

  • Lassalle, Géraldine & Bourdaud, Pierre & Saint-Béat, Blanche & Rochette, Sébastien & Niquil, Nathalie, 2014. "A toolbox to evaluate data reliability for whole-ecosystem models: Application on the Bay of Biscay continental shelf food-web model," Ecological Modelling, Elsevier, vol. 285(C), pages 13-21.
    • Handle: RePEc:eee:ecomod:v:285:y:2014:i:c:p:13-21
    DOI: 10.1016/j.ecolmodel.2014.04.002
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    References listed on IDEAS

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    1. Fabienne Daures & Marie Joelle Rochet & Sylvie van Iseghem & Verena M. Trenkel, 2009. "Fishing fleet typology, economic dependence, and species landing profiles of the French fleets in the Bay of Biscay," Post-Print hal-00511493, HAL.
    2. Link, Jason S., 2010. "Adding rigor to ecological network models by evaluating a set of pre-balance diagnostics: A plea for PREBAL," Ecological Modelling, Elsevier, vol. 221(12), pages 1580-1591.
    3. Johnson, Galen A. & Niquil, Nathalie & Asmus, Harald & Bacher, Cédric & Asmus, Ragnhild & Baird, Daniel, 2009. "The effects of aggregation on the performance of the inverse method and indicators of network analysis," Ecological Modelling, Elsevier, vol. 220(23), pages 3448-3464.
    4. Byron, Carrie & Link, Jason & Costa-Pierce, Barry & Bengtson, David, 2011. "Calculating ecological carrying capacity of shellfish aquaculture using mass-balance modeling: Narragansett Bay, Rhode Island," Ecological Modelling, Elsevier, vol. 222(10), pages 1743-1755.
    5. Rochette, S. & Lobry, J. & Lepage, M. & Boët, Ph., 2009. "Dealing with uncertainty in qualitative models with a semi-quantitative approach based on simulations. Application to the Gironde estuarine food web (France)," Ecological Modelling, Elsevier, vol. 220(2), pages 122-132.
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    1. Heymans, Johanna Jacomina & Coll, Marta & Link, Jason S. & Mackinson, Steven & Steenbeek, Jeroen & Walters, Carl & Christensen, Villy, 2016. "Best practice in Ecopath with Ecosim food-web models for ecosystem-based management," Ecological Modelling, Elsevier, vol. 331(C), pages 173-184.
    2. Zetina-Rejón, Manuel J. & Cabrera-Neri, Erika & López-Ibarra, Gladis A. & Arcos-Huitrón, N. Enrique & Christensen, Villy, 2015. "Trophic modeling of the continental shelf ecosystem outside of Tabasco, Mexico: A network and modularity analysis," Ecological Modelling, Elsevier, vol. 313(C), pages 314-324.
    3. Guesnet, Vanessa & Lassalle, Géraldine & Chaalali, Aurélie & Kearney, Kelly & Saint-Béat, Blanche & Karimi, Battle & Grami, Boutheina & Tecchio, Samuele & Niquil, Nathalie & Lobry, Jérémy, 2015. "Incorporating food-web parameter uncertainty into Ecopath-derived ecological network indicators," Ecological Modelling, Elsevier, vol. 313(C), pages 29-40.
    4. Colléter, Mathieu & Valls, Audrey & Guitton, Jérôme & Gascuel, Didier & Pauly, Daniel & Christensen, Villy, 2015. "Global overview of the applications of the Ecopath with Ecosim modeling approach using the EcoBase models repository," Ecological Modelling, Elsevier, vol. 302(C), pages 42-53.
    5. Morzaria-Luna, Hem Nalini & Ainsworth, Cameron H. & Tarnecki, Joseph H. & Grüss, Arnaud, 2018. "Diet composition uncertainty determines impacts on fisheries following an oil spill," Ecosystem Services, Elsevier, vol. 33(PB), pages 187-198.

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