Multi-scalar analysis based on 5961 epidemic incidents in Chinese history. Epidemic outbreaks were negatively correlated with temperature. Stark reduction in the correlational strength observed at lower geographic levels. Cooling primarily drove up epidemic outbreaks in northern and central China. Shows impact of modifiable areal unit and uncertain geographic context problems.