Soil loss models help with land management decisions to prevent soil and water quality issues. A new model was created to predict sediment delivery and its clay, silt, and sand fractions during erosion events. The model used data from Central Chile and identified key factors like rainfall, soil type, slope, and moisture. It accurately estimated clay and silt fractions but had difficulty with sand. The model also included methods like contour plowing and vegetative strips for soil conservation planning. Overall, the model is user-friendly and can be customized for different conservation practices.