A framework to diagnose the causes of river ecosystem deterioration using biological symptoms.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A discrete Bayesian network to estimate the probability of individual stressors being causal for biological degradation at the scale of individual riverine ecosystems (Catchment BN). The network was available from an associated repository. The vertices are:
(Low, Enhanced, Intermediate, High);
(Low, Intermediate, High);
(None, Enhanced, High);
(Normal, Enhanced);
(Low, Enhanced);
(Low, Medium, High);
(Low, High);
(Low, High);
(Low, Enhanced, High);
(Low, Fair, Good);
(Low, High);
(No, Yes);
(Low, Fair, Good);
(No, Yes);
(Low, High);
(Low, Medium, High);
(Low, Medium, High);
(Low, Medium, High);
(Low, Medium, High);
Feld, C. K., Saeedghalati, M., & Hering, D. (2020). A framework to diagnose the causes of river ecosystem deterioration using biological symptoms. Journal of Applied Ecology, 57(11), 2271-2284.