When water is the culprit for washing away soil, it is called water erosion. This can be caused by something a small as a raindrop or as large as a flash flood.
Water erosion is the process of water, whether from rain, snow, melted ice, or some body of water, wears away at soil or rock. This can often cause fertile soil to be swept away.