Spatial models are crucial in epidemiology for several reasons: 1. They help in understanding the geographic distribution of diseases. 2. They assist in identifying risk factors associated with specific locations. 3. They are useful in planning and evaluating public health interventions. 4. They aid in predicting future outbreaks and in resource allocation.