A simple snowfall threshold works in some cases, but it often fails across different locations. For example, 5 inches of snow may be normal in one state but cause major disruptions in another. A prediction model can combine multiple factors such as temperature, ice risk, wind conditions, and historical closure patterns to produce more realistic results. This is why many forecasting tools focus on probabilities instead of fixed rules.