Update: Just a note that this post was not intended to be anything more than a “back of the envelope” look at how global tropospheric temperatures correlate with surface temperatures as I understand the models. I’m hoping I can look more deeply into this topic in the future, mostly as an educational experience for myself.
Climate models predict that the lower troposphere should warm globally approximately 1.2 times more than the Earth’s surface (1.5 in the tropics). Yet at present, satellite temperature data does not seem entirely consistent with those predictions.
The following graph plots GISS land/sea temperatures against UAH satellite temperatures for the lower troposphere from 1979-2010 for comparison purposes. The red line represents the GISS data and the green line plots the actual UAH temperature data. The blue line represents the GISS temperatures scaled by a factor of 1.2 and therefore shows the predicted value of the global tropospheric temperatures according to the models.
As can be seen, the difference between the predicted tropospheric temperatures and actual temperatures (i.e., the difference between the green and blue lines) appears to be substantial. I am not attempting to determine at this point whether the difference is statistically significant or not (I suspect it is), but that can be a topic for future post.