Spatial modeling is a mathematical and computational technique used to represent and analyze the spatial distribution and relationships of variables across geographic spaces. It is crucial in fields like geography, environmental science, and urban planning for predicting patterns, optimizing resource allocation, and understanding spatial dynamics.