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How accurate is the weather forecast in your city? Niko Kommenda and I learned that NWS just began doing gridded assessments of forecast accuracy. We got the data and mapped of how many days into the future they get within 3°F of the observed high temp. www.washingtonpost.com/climate-envi...
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Cool stuff! I wonder how it would change if you used median error instead of mean. I suspect that in the early part of the forecast, the mean might be skewed by a few really bad misses (particularly in the cool season).
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Also, if you're using URMA for your truth, I think you're probably getting the max hourly temperature, not the high temperature. Those two things are close, but could be off by a degree or two. (The same thing applies for the low temperature, but it's probably worse for the low.)