Humidity is an important attribute of the soil to be dened and discovered within the Geotechnical and Agronomy. Understand this attribute is very important to research involving erosion, lands slopes and other studies involving agricultural research. This work dedicated to study the relationship between rainfall and soil moisture, generating a system for preview this moisture using a wheightless neural networks, more specically a WiSARD model.