<p>Conclusions: COVID-19 spatial and temporal heterogeneity were associated with average minimum air temperature, months of high human mobility, and co-morbidities. This calls for the intensification of coordinated public health surveillance activities targeting high-risk population groups and districts. There is a need to further investigate spatiotemporal variations in various geographic and socio-economic statuses.</p>