Читать книгу Agricultural Informatics - Группа авторов - Страница 20

A Bayesian network also known as Bayes network or belief network or Bayesian model is probabilistic directed acyclic graphical that uses statistical model. Effect of climate change on potato production was assessed using a belief network [4]. The change in climate (uncertainty) and the variability of current weather parameters were collaborated in the belief network. The parameters studied were such as temperature conditions, radiation, rainfall data and the potato development information. The network was developed to support the policy makers in agriculture. Synthetic weather scenarios were used for tests and then, comparison of the results with the conventional mathematical model was done. The belief network proved efficient for the experiment.