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Western North Carolina is one of the hardest places in the country to forecast a winter weather event. For one, Asheville sits in a valley. You have the Appalachian mountains to the south and east of town and the Great Smokies to the north and west of town. If a system comes in from the north, the TN border counties get it. If the system comes from the south, Asheville has a better chance for accumulation, but so the do counties south and east of Buncombe.
Add to the recipe, the dreaded "Wedge". This occurs when an area of high pressure sets up shop in the Northeast. This funnels cool dry air down the eastern side of the Appalachians setting up the "Cold Air Dam" – because it is damming the air up against the mountains. The dam will actually force the cooler, more stable air, all the way south through north Georgia.
Add even more fun to the recipe by talking about temperature profiles. You have to remember that the atmosphere is 3D. You must look both at the surface and aloft. So, picture a vertical column of air. If the entire column is below freezing, it will be all snow. If the column of air is above freezing aloft but below freezing at the surface, you will see a mixed bag of sleet and freezing rain. If the entire column, both aloft and at the surface, is above freezing, it will be all rain.
Are you keeping up?
Now, maybe you can see the fun in forecast winter weather.
Oh yeah…one more complication. The nearest OFFICIAL weather balloon site, which measures upper air temperatures, is either Greensboro or Atlanta. This does WNC no good for winter weather. Therefore, we must rely on computer models for this information. While they are fairly reliable, they aren’t perfect, so neither will WNC forecasts.
There are a few studies taking place in WNC with weather balloons that the National Weather Service is taking into consideration, but they are permanent launch sites.
Hope this information helps!