Recent Bayesian stable-isotope mixing models are highly sensitive to variation in discrimination factors

Stable isotopes are now used widely in ecological studies, including diet reconstruction, where quantitative inferences about diet composition are derived from the use of mixing models. Recent Bayesian models (MixSIR, SIAR) allow users to incorporate variability in discrimination factors (Δ 13 C or...

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Bibliographic Details
Published in:Ecological Applications
Main Authors: Bond, Alexander L., Diamond, Antony W.
Format: Article in Journal/Newspaper
Language:English
Published: 2011
Subjects:
Assumptions
Conservation
Discrimination factor
Management
Mixing model
MixSIR
Puffinus mauretanicus
Sensitivity analysis
SIAR
Stable isotope
Sterna hirundo
Online Access:https://pure.uhi.ac.uk/en/publications/4937b610-0b7e-42f9-bbd0-a761bf7fcfec
https://doi.org/10.1890/09-2409.1
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Summary:Stable isotopes are now used widely in ecological studies, including diet reconstruction, where quantitative inferences about diet composition are derived from the use of mixing models. Recent Bayesian models (MixSIR, SIAR) allow users to incorporate variability in discrimination factors (Δ 13 C or Δ 15 N), or the amount of change in either δ 13 C or δ 15 N between prey and consumer, but to date there has been no systematic assessment of the effect of variation in Δ 13 C or Δ 15 N on model outputs. We used whole blood from Common Terns (Sterna hirundo) and muscle from their common prey items (fish and euphausiids) to build a series of mixing models in SIAR (stable isotope analysis in R) using various discrimination factors from the published literature for marine birds. The estimated proportion of each diet component was affected significantly by Δ 13 C or Δ 15 N. We also use recently published stable-isotope data on the reliance of critically endangered Balearic Shearwaters (Puffinus mauretanicus) on fisheries discards to show that discrimination factor choice can have profound implications for conservation and management actions. It is therefore crucial for researchers wishing to use mixing models to have an accurate estimate of Δ 13 C and Δ 15 N, because quantitative diet estimates can help to direct future research or prioritize conservation and management actions.

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