here are some online weather APIs that might work in a CDA mashup.
5 Weather APIs – From WeatherBug to Weather Channel
Of course you can do your own testing without standardizing the results and by choosing your test times even more carefully (look at the hydrometer,barometer,temperature).
And there would be some standardized warm up routine in any event, this is business as usual for any testing.