Simple Expert System for Evaluation of Nutrient Pollution Potential in Groundwater from Manure Application

An expert system for the evaluation of groundwater pollution potential due to leaching of nutrients from land application of manure is developed in this study. The expert system consists of five modules: surface loading, sorption, vadose zone transport, saturated zone transport, and final module. The expert system evaluates the pollution potential in two steps. In the first step, rating values are evaluated for the selected modules. A set of expert system rules is assigned by the writers to evaluate the rating value of each selected module. In the second step, the pollution potential is evaluated from calculating the weighted average rating of the selected modules. Finally, the expert system is validated against a site assessment done by a group of experts for a concentrated animal feeding operation (CAFO) facility in Oklahoma. The advantages of the expert system are its user-friendliness, requirement of easily available input data, and faster evaluation time. The expert system is recommended to the farmers for improving their management practices and for selecting sites suitable for building new CAFOs. It is also recommended to the regulatory agencies as a screening level tool to identify the most vulnerable sites.