Apparently the calculation includes "Social Vulnerability", which looks very much like a population map. Which is probably why my city is yellow due to winter weather even though the surrounding counties are blue.
If you select a county you can see what type of hazards the consider. I wondered especially about the county in NW TX (Lubbock) and saw that FEMA rates it high for things like wind, riverine flooding, winter weather, etc.