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Climate Change & Tropospheric Temperature Trends

Part I: What do we know today and where is it taking us?
Figure 49:   Global, land based average surface temperature trends with and without economic and social influences, and their associated standard deviations, as reported by McKitrick and Michaels after correction of erroneous latitude inputs to their original SHAZAM regression run. Taken from McKitrick and Michaels (2004b).
Regression analyses of McKitrick and Michaels (2004).
Figure 50:   Results of regression analyses with 5 different models designed to reproduce the modeled results of McKitrick and Michaels (2004) to test their derived correlations of surface temperature trends with economic, social, and climatic variables. One model was run using all of McKitrick and Michaels’ data and the remaining 4 were run using various subsets of their dependent variables. Each model run shown used data from stations within the latitude range 75.5° S to 35.2°N for calibration and stations in the latitude range 35.3° to 80.0° N and corresponding depending variables for prediction and evaluation. The trend estimates shown are in deg. K/decade. Taken from Benestad (2004).
Zonal mean stratospheric temperature time series datasets.
Figure 51:   Zonal mean stratospheric temperature time series datasets used by the SPARC-STTA project for their analysis of stratospheric trend profiles. The 1979-1994 datasets shown were used to derive the vertical stratospheric temperature trend profile shown in Figure 54 (Ramaswamy et al., 2001) and used by Fu and Johanson (2004) for the derivation of their updated stratosphere-corrected MSU2 weighting function. The sources shown for the 1979-1994 datasets are reproduced in the references of this paper also. Taken from Ramaswamy et al. (2001).
Vertical stratospheric temperature trend profiles above 200 hPa.
Figure 52:   Vertical stratospheric temperature trend profiles above 200 hPa for the period 1979-2001 as derived by Fu and Johanson (2004). The solid and short-dashed curves are based on a multiple dataset profile derived by Ramaswamy et al. (2001) rescaled to the global MSU4 trend of UAH Version 5.0 (Christy et al., 2003) using linear extrapolations with respect to height (RH) and pressure (RP). The purple dashed line (RHad) is the corresponding profile from the HadRT2.1s radiosonde product (Parker et al., 1997). Also shown for comparison are global mean trends for the same period from 4 other radiosonde products as described in Seidel et al. (2004). Taken from Fu and Johanson (2004).
Tropical (30° S  to 30° N Latitude) temperature trends (deg. K/decade) for the period 1978-2002.
Figure 53:   Tropical (30° S to 30° N Latitude) temperature trends (deg. K/decade) for the period 1978-2002 as derived by Tett and Thorne (2004) using the Fu et al. (2004) method and data from radiosonde, reanalysis, and model run products. For the non-satellite data sets, static weighting functions were used to estimate MSU2 and MSU4 equivalents. Tfjws is the free troposphere trend they derived for each data set using the Fu et al. published coefficients applied to the T2 and T4 data. All datasets were zonally averaged, then cosine-weighted and least-square estimates of the linear trends were computed from annual-means. Indian data were removed from the HadRT2.1s analysis. Also shown are the logarithms of the pressure-weighted 850–300 hPa temperatures and the pressure-weighted 1,000–100-hPa temperatures. The RMS of the annual-mean differences between those trends and Tfjws is shown in brackets. Surface trends are from data averaged over land and ocean. For ERA-40, 2-meter temperatures were used over land and sea surface temperatures over the oceans. Surface temperatures from HadCRUT2v were used for RSS, UAH and HadRT2.1s. For the two model ensembles, the average, largest and smallest trends are shown. The difference between largest and smallest gives an indication of uncertainty in the ensemble average. The coupled (HadCM3) and atmosphere-only (HadAM3) simulations differ in their forcings, with the main differences being a correction of an error in ozone loss and changes to the sulphur cycle in the HadAM3 simulations. The HadAM3 (HadCM3) ensemble consists of six (four) simulations. Taken from Tett and Thorne (2004).
The free troposphere weighting function of Fu and Johanson (2004) for the tropics.
Figure 54:   The free troposphere weighting function of Fu and Johanson (2004) for the tropics (30 deg. S to 30 deg. N Latitude) compared to the corresponding weightings for MSU2 and 2LT/TLT. Taken from Fu and Johanson (2004).
Modeled and observed vertical trend profiles for the tropics.
Figure 55:   Modeled and observed vertical trend profiles for the tropics (30 deg. S to 30 deg. N Latitude) as reported by Douglass et al. (2004b). HadCM3 trends are for 1975-1995, DOE PCM trends are for 1979-1999, and GISS SI2000 trends are for 1979-1998. The MSU trend (single point) gives TLT data from UAH Version D (Christy et al., 2000) truncated to 1996. The surface trend (single point) is from Jones et al. (1999). The NNR profile is for the NCEP/NCAR 2-Meter Reanalysis (Kisteler et al., 2001). MSU, surface, and NNR trends are for the period 1979-1996. Taken from Douglass et al. (2004b).
Simulated trends in global-mean free-tropospheric temperature as derived by Gillett et al. (2004).
Figure 56:   Simulated trends in global-mean free-tropospheric temperature as derived by Gillett et al. (2004) using the Fu et al. method applied to 1958-1999 results from the DOE PCM coupled AOGCM. Black crosses, are 850-300 hPa layer trends in each of four realizations of an experiment with anthropogenic and natural forcing. Asterisks indicate free-tropospheric temperature trends reconstructed from synthetic MSU2 and MSU4 trends using the method of Fu et al. These are calculated using three different sets of regression coefficients, which are derived from radiosonde observations by Fu et al. (pink asterisks), estimated from the PCM experiments (dark blue asterisks), and obtained directly from the MSU2 and MSU4 weighting functions (light blue asterisks). Red crosses, simulated trends in MSU2; green crosses, simulated trends in TLT. The simulated trend in MSU4 is -0.36 +/- 0.03 deg. K per decade. The model’s surface warming over 1890–1999 (0.62 °C) is consistent with that observed. Taken from Gillett et al. (2004).
Global mean annual mean temperature trends from GISS SI2000 for (top) 1958–98 and (bottom) 1979–98 based on linear trends.
Figure 57:   Global mean annual mean temperature trends from GISS SI2000 for (top) 1958–98 and (bottom) 1979–98 based on linear trends. Model results are for oceans A, B, and E with (a) five forcings and (b) six forcings. Radiosonde data are from HadRT2.0 and HadRT2.1 (Parker et al., 1997). The surface observations (green triangles) are the land–ocean data of Hansen et al. (1999) with SST of Reynolds and Smith (1994) for ocean areas. The green bars are MSU trends for Channels 2LT, MSU2, and MSU4 from UAH Ver. D (Christy et al. 2000). Error bars reflect 2-sigma confidence intervals adjusted for autocorrelation (Santer et al. 2000b). Taken from Sun and Hansen (2003).
Transient responses of MSU 2LT, MSU2, and MSU4 layer temperatures.
Figure 58:   Transient responses of MSU 2LT, MSU2, and MSU4 layer temperatures, and global oceanic heat content anomalies in GISS SI2000 using the Oceans A, B, and E component models. Observed MSU layer temperatures are from UAH Ver. D (Christy et al., 2000). Results on the right employ six forcings, while those on the left exclude tropospheric aerosol changes. Taken from Sun and Hansen (2003).
The Fu et al. corrected weighting function for the free troposphere.
Figure 59:   The Fu et al. corrected weighting function WFT for the free troposphere (850-300 hPa layer) compared with uncorrected weighting functions. TLT, MSU2, and MSU4 weighting functions are from UAH Version 5.0 (Christy et al., 2003). WFT is from Fu et al. (2004). Some critics of the Fu et al. methods have claimed that the area shown in red aliases a spurious warming into the free troposphere trend. Figure taken from Spencer (2004).
The Fu et al. corrected weighting function.
Figure 60:   Figure 59 modified to reflect the layers being detected and trended by MSU2. The region shown in orange is the free troposphere (850-300 hPa layer), the light blue region reflects the tropopause and lower stratosphere, and the red region reflects the surface affected layer. MSU2 measures the entire shaded region, but the layers shown in orange and light blue are known to have differing trends during the satellite era. Adapted from Spencer (2004).
Figure 59 modified to reflect the layers being detected and trended by the effective weighting function of Fu et al. (2004).
Figure 61:   Figure 59 modified to reflect the layers being detected and trended by the effective weighting function of Fu et al. (2004). The region shown in dark blue averages to zero above 300 hPa. The combined area shaded in light orange, dark orange, and dark blue averages to the actual temperature and trend of the free troposphere (850-300 hPa layer), shown here in light orange. The red region reflects the surface affected layer. Adapted from Spencer (2004).



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