Spatial patterns are vital for several reasons: - Identifying Disease Clusters: Recognizing areas with unusually high incidence rates can indicate potential outbreaks or environmental hazards. - Resource Allocation: Efficiently deploying healthcare resources and services to areas with higher needs. - Policy Making: Informing public health policies and strategies based on the spatial distribution of diseases. - Risk Assessment: Understanding geographic risk factors that contribute to the spread of diseases.