Bayesian Network Modelling Association

The BNMA BN Repository

This repository is a resource for posting and downloading Bayesian network models for sharing with others and for providing supporting material for publications. Please respect authors' rights where noted.

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2 BNs found.

Assessing Environmental Injury - Reference Sites Only

This model is a variant of the "Assessing Environmental Injury - Main Model", here for reference sites only, showing the probability of environmental injury on a hypothetical endangered bird species (Pine Dipper) that is potentially affected by stressors from acid mine drainage (AMD) source. The stressors here are copper (Cu) and water pH affecting the Pine Dipper directly and indirectly through macroinvertebrate prey. This was built for the Natural Resource Damage Assessment and Restoration (NRDAR) program in the U.S., and appears as Supporting Information Figure S1 in Rowland et al. (in press).

Freya E. Rowland, Christopher J. Kotalik, Bruce G. Marcot
Netica .dne format
Rowland, F.E., Kotalik, C.J., Marcot, B.G., Hinck, J.E. & Walters, D.M. (2023) A novel approach to assessing natural resource injury with Bayesian networks. Integrated Environmental Assessment and Management, Wiley Online Library
Earth Science
Assessing Environmental Injury - Main Model

This model is a proof-of-concept example of how Bayesian networks (BNs) may be helpful in assessing natural resource injury within the Natural Resource Damage Assessment and Restoration (NRDAR) program in the U.S.

The data set for this model can be found at <abnms.org...>

Freya E. Rowland, Christopher J. Kotalik, Bruce G. Marcot
Netica .dne format
Rowland, F.E., Kotalik, C.J., Marcot, B.G., Hinck, J.E. & Walters, D.M. (2023) A novel approach to assessing natural resource injury with Bayesian networks. Integrated Environmental Assessment and Management, Wiley Online Library
Earth Science