A guide to eliciting and using expert knowledge in Bayesian ecological models.

By Petra M. Kuhnert, Tara G. Martin, S. Griffiths. Ecology Letters, 2010

460 citations recorded by the source corpus.

Subfields: Ecological Modeling, Nature and Landscape Conservation, Water Science and Technology

View Paper: https://www.semanticscholar.org/paper/d09e6fd2e02e2332df3b0fd1b08c40ae26ba698e

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In Ecological Modeling

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Citations in the corpus

A global threats overview for Numeniini populations: synthesising expert knowledge for a group of declining migratory birds (2017, methodology): “We undertook a systematic collation of expert opinion, a process increasingly used to inform ecological analyses and conservation decision-making (O’Neill et al. 2008, Kuhnert et al. 2010, Sutherland et al. 2012).”
Use of expert knowledge to elicit population trends for the koala (Phascolarctos cinereus) (2016, background): “…tool for synthesizing diverse sources of information into a reliable representation of the current state of scientific knowledge, including its uncertainties when elicited with the same level of rigour provided in the collection and use of empirical data (Kuhnert et al., 2010; Martin et al., 2012).”
A practical guide to structured expert elicitation using the IDEA protocol (2018, background): “However, reviews by Burgman (2004), Regan et al. (2005), Kuhnert et al. (2010) and Krueger et al. (2012) highlight that informal methods for expert elicitation continue to prevail.”
The role of expert opinion in environmental modelling (2012, methodology): “A prominent technique is the Delphi method (e.g. Ayyub, 2001; Kuhnert et al., 2010), 26 which involves several iterations of individual expert elicitation, feedback and adjustment of 27 opinions remotely, e.g. by questionnaire.”
Managing Multiple Vectors for Marine Invasions in an Increasingly Connected World (2013, background): “recent applications of Bayesian models to invasive species (Kuhnert et al. 2010).”
Benefit relevant indicators: Ecosystem services measures that link ecological and social outcomes (2018, unknown): “Informal and formal methods of expert elicitation (e.g., Bayesian belief networks) can be used to generate models and estimate measures of BRIs, including estimates of uncertainty (e.g., Landuyt et al., 2013; Kuhnert et al., 2011).”