In one embodiment, a training device may include a first module to receive a plurality of inputs that define a set of animal waste elimination behaviors. A second module may train an animal monitoring system based on the plurality of inputs. The training may facilitate use of the animal monitoring system with an irrigation system to reduce water consumption.