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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3 BNs found.

Phytophthora_invasiveness_FINAL

This model predicts the degree of invasiveness of species of Phytophthora, which are plant pathogens on native vegetation, agriculture, nurseries and urban parks and gardens.

Bruce G. Marcot, Peter Scott, Treena Burgess
Netica .dne format
Biology
FISRAM Freshwater Species 190213

This model is used to determine the degree to which an introduced species of freshwater fish might be invasive and injurious. The model is used by the U.S. Fish and Wildlife Service to help inform on species for potential exclusion of importation.

B. G. Marcot, M. H. Hoff, C. D. Martin, S. D. Jewell, and C. E. Givens
Netica .dne format
Marcot, B.G., Hoff, M.H., Martin, C.D., Jewell, S.D. & Givens, C.E. (2019) A decision advisory system for identifying potentially invasive and injurious freshwater fishes. Management of Biological Invasions 10(2):200-226.
Biology > Ecology
Marten Telomere Genetics for Age Determination

These models, trained from laboratory and field data, predict the age of individuals of two species of marten (Martes americana and M. caurina) in North America, from relative length of telomeres (fragmented ends of chromosomes that shorten over time) and other anatomical and environmental factors. It is the first time that age of an organism can be predicted from telomeres (and other factors) in a reliable manner. Two models are presented here: the "live capture" versions, for predicting age in years from captured (or museum specimen) martens; and the "noninvasive" version for predicting age class from non-invasive genetic samples where the actual animal does not need to be captured and handled. A case file for running the live capture model version can be found at <abnms.org...>.

Bruce G. Marcot
Netica .dne format
Pauli, J.N., Whiteman, J.P., Marcot, B.G., McClean, T.M. & Ben-David, M. (2011) DNA-based approach to aging martens (Martes americana and M. caurina). Journal of Mammalogy, 92(3):500-510, The Oxford University Press
Wildlife, Animal, Genetics