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UAH atmospheric temperatures prove climate models and/or surface temperature data sets are wrong

What the science says...

Select a level... Basic Intermediate

The most likely explanation for why the UAH data set shows less warming of the lower atmosphere than expected is that UAH is biased low.

Climate Myth...

UAH atmospheric temperatures prove climate models and/or surface temperature data sets are wrong

the satellite sensors show less warming in the lower troposphere (approximately 10,000 feet above the earth’s surface) than is reported by surface temperature readings. Global warming theory holds that one of the fingerprints of human-induced global warming is more rapid warming in the lower troposphere than at the surface (James Taylor)

Climate models predict, that as a consequence of global warming, the temperature of the lower troposphere  (TLT) will warm about 20% faster than the Earth's surface temperature. On the contrary, TLT as computed by Roy Spencer and John Christy at the University of Alabama at Huntsville (UAH)is warming about 20% more slowly than the surface, as measured by groups like NASA Goddard Institute for Space Studies (GISS) and the National Oceanic and Atmospheric Administration (NOAA). There are three possible explanations for this model-data discrepancy:

  1. The models are wrong and the lower atmosphere should not warm faster than the surface.

  2. The surface temperature estimates are biased high, showing more warming than is actually occurring.

  3. The TLT estimates are biased low, showing less warming than is actually occurring.

The answer may also involve a combination of these three possibilities.  But which is most likely?

The climate model expectation of greater warming in the lower atmosphere is based on fundamental atmospheric physics, so this may be the least likely explanation for the discrepancy.  There are also several surface temperature data sets which are all in very close agreement, and whose accuracy was recently independently confirmed by the Berkeley Earth Surface Temperature (BEST) project, so the second possible explanation also appears rather unlikely.

However, as we've discussed elsewhere, UAH is not the only group analyzing the satellite temperature data. Other groups estimate that the lower atmosphere warming is larger than in UAH (Table 1). 

Table 1: Lower (TLT) and mid-troposphere temperature (TMT) estimates from various groups


TMT Trend

TLT Trend
UAH 0.05 0.14
RSS 0.09 0.14
Fu et al.
V & G

Zou et al.


Note that the RATPAC radiosonde (weather balloon) data are in close agreement with the higher tropospheric temperature estimates, as are the HadAT2 radiosonde data (Figure 1).


Figure 1: HadAT2 radiosonde data (black) vs. UAH (blue) and RSS (red) lower troposphere temperatures, and HadCRUT3 surface temperatures (green)

This provides yet another reason why it is unwise to assume that UAH is correct and the models/physics or surface temperature data are wrong.  It is the UAH data that is the outlier.

Estimating atmospheric temperatures from satellite data is a tricky business.  The microwave sounding units (MSU) aboard the satellites don't actually measure air temperature, but rather the intensity of microwave radiation given off by oxygen molecules in the atmosphere, from which the scientists estimate the temperature.  Given that the radiation reaches the satellite sensors having travelled through a warming lower atmosphere and cooling upper atmosphere, that bias exists between the various instrument sensors, that the orbital decay of the satellite creates another bias in the data, and a host of other obstacles, there's a lot of careful and painstaking analysis required, and much that can go wrong.

Considering these challenges, it's not a surprise that there have been a number of major corrections to the satellite temperature data over the years.  Groups outside of UAH identified two major errors in the UAH analysis, both of which had caused Spencer and Christy to significantly underestimate TLT warming (Figure 2).

UAH corrections 

Figure 2: Major corrections to the UAH temperature trend over the years.

Despite the difficulties in the available data, and the numerous adjustments made to their analysis, Spencer and Christy have all along insisted that their data set is correct, and they continue with this overconfidence today.  The most likely explanation for why the UAH data set shows less TLT than expected is that UAH is biased low.

Last updated on 1 January 2012 by dana1981. View Archives

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Comments 1 to 7:

  1. Hi. Sorry for the heavy necromancing, but I find the "Major corrections to the UAH temperature trend over the years" tables shown at the bottom of both levels of explaination to be not very helpful, unless one already knows what they see. In the article linked right above them, it is properly explained what the highlighting is supposed to mean (red: suggested by outsiders, but not applied by UAH; blue: applied by UAH and makes up half the trend) and how the numbers are to be understood in context. I believe it could be helpful to either add a small explaining paragraph or remove the figure here altogether, but emphasize that more information on the messed up corrections can be found follwing the link.

    Thank you for this amazing resource on Climate Change!

  2. It would be interesting to see the corrections applied to subsequent versions.  I know UAH 5.6 showed reasonably close agreement with the surface datasets (and with RSS TLT v. 4).  Then it was replaced by UAH 6.0 and it immediately diverged to lower warming relative to all the other sets I follow. 

  3. knaugle @2,

    I would not myself say that UAH TLTv5.6 "showed reasonably close agreement" with anything other than HadCRUT4 which itself showed less warming than other SAT records like GISTEMP.

    And while RSS TLTv3.3 showed lower warming than all others back in the day, RSS TLTv4.0 is now showing more warming than UAHv5.6 did.

    A comparison between HadCRUT4, UAH TLTv5.6 & v6.0 and RSS TLTv4.0 is plotted in this WoodForTrees presentation. Note how UAH v6.0 diverges over a short period 2000-12 which is symptomatic of a satellite calibration issue, something the UAH folk themselves accuse other satellite records of ignoring.

  4. MA Rodger @3

    What I have to go on was David Cowtan's Univ. York Temperature plotter.  For 2000 to 2018, UAH 5.6 reported warming of +0.193°C/decade.
    Global set HadCRUT4krigv2 had +0.191°C/decade.  That seems reasonably close to me.  I have not seen what HadCRUT5 says.

    Meanwhile UAH 6.0 gives +0.141°C/decade since 2000.  That seems a big downward drop.  I imagine different time frames could vary the comparison, but when I used WoodForTrees to plot them all in 20,30, & 40 year increments, UAH 6.0 always stands out.  5.6 not so much.

    Cowtan's Univ. of York Temperature Plotter

  5. Sorry, a bit more.  I agree GISS and Berkeley show higher warming, but the delta is about half large as what UAH 6.0 shows.  I guess it depends what one would call "reasonable".

    Regardless, this page is very dated, ending at ver. 5.2.

  6. Knaugle , this very issue is addressed by the science journalist "Potholer54" in his latest Youtube climate video.  Video dated 19 March 2022, and titled "A close look at Roy Spencer's claims on global warming".  (Duration 20 minutes  ~  and is number 59 in his climate series.)

    The video lacks the usual humorous touch by Potholer54 . . . possibly because it leans more towards discussing Spencer's intransigence - the failure to acknowledge the validity of the mainstream climate science (owing to Spencer's religious fundamentalist belief that the Earth's climate is ultimately under divine control).

  7. knaugle @4&5,

    As we are commenting on SkS, perhaps it would be appropriate to note that Cowtan's "Temperature plotter" is one of the resources provided here at SkS.
    And do note that UAH TLTv5.6 data only runs to July 2017 so any trend comparison using more recent dates (so an end date beyond 2017.6) will be comparing apples and oranges. For Jan 2000 to Jul 2017 HadCRUT5 (not on the trend engine) yields a trend of +0.226ºC/decade, pretty-much as per GISS & BEST.

    You note the OP above hasn't been updated for a while. The 20 min video mentioned by Eclectic @6 doesn't really explain why UAH TLT 5.2 evolved into UAH TLT 5.6 and then into UAH TLTv6.0. And at one point the video actually uses the table shown in Fig 1 of the OP above.

    Post-v5.2 (& I am no expert but if you are interested there is a UAH log of work done which shows one side of it), the evolution of UAH TLT to become 5.6 apparently does still include being driven by folk outside UAH observing problems and the UAH folk taking a long time to notice and to admit it was a problem and then to correct the problem.
    Thus v5.3 arrived in 2010 addressing a spurious annual cycle which had been known about in 2008 but apparently first spotted back in 2003.
    But much of the difficulty and thus the incrementing versions is down to the performance of individual satellites.
    UAH TLTv6.0 appeared in 2015 and strangely UAH are more interested in proclaiming a new lower rate of warming than explaining what the new version is adressing. But perhaps not so strange if you watch that video.

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