I decided to check what GCMs say about the relationship
between aerosol forcing and response by comparing latitudinal temperature change difference between HistoricalGHG and Historical all - forcing runs.
In CMIP5 there is no correlation
between aerosol forcing and sensitivity across the ensemble, so the implication that aerosol forcing affects the climate sensitivity in such «forward» calculations is false... The spread of model climate sensitivities is completely independent of historical simulations.»
They find that the correlation
between aerosol forcing and ECS changes sign between CMIP3 and CMIP5 (also Andrews et al).
In CMIP5 there is no correlation
between aerosol forcing and sensitivity across the ensemble, so the implication that aerosol forcing affects the climate sensitivity in such «forward» calculations is false.»
The relationship
between aerosol forcing and ECS is roughly linear.
Hegerl: [IPCC AR5 models] So using the 20th c for tuning is just doing what some people have long suspected us of doing -LSB-...] and what the nonpublished diagram from NCAR showing correlation
between aerosol forcing and sensitivity also suggested.
But questions remained concerning the degree of decadal variability, the length of the record and the balance in the models
between aerosol forcing and climate sensitivity (which can't really be disentangled using this measure).
However, the fundamental point which underlies all their calculations is the link
between aerosol forcing and sensitivity, which I would argue is not as strong as they have posited.
Hansen for example suggested (at the AGU in dec 2008) that climate sensitivity is known more accurately than the other two quantities, whereas the more often heard trade - off (correct me if I'm wrong) is
between aerosol forcing and sensitivity.
Not exact matches
The researchers [3] quantified China's current contribution to global «radiative
forcing» (the imbalance, of human origin, of our planet's radiation budget), by differentiating
between the contributions of long - life greenhouse gases, the ozone and its precursors, as well as
aerosols.
The hemispheric responses, in particular in the SH where the imposed
aerosol forcing is very small, can be quite sensitive to factors such as how a given model transports heat
between the hemispheres, however.
There is a huge offset
between aerosols and CO2 sensitivity, as can be seen in Climate sensitivity and
aerosol forcings.
They, too, assume an equivalence in radiative
forcing between GHG and
aerosol, What they do is add different estimates of the
aerosol radiative
forcing to the GHG
forcing, while keeping the temperature response fixed at the observed recent warming.
Ferdinand: The Boer & Yu, 2003 paper shows that the correlation
between the pattern of
aerosol forcing and the pattern of temperature response has only 20 % covariance, and that the covariance of the response to GHG and
aerosol forcing is > 60 %.
In addition, researchers calculated the changes in the shortwave and longwave and net radiation
between the pre-industrial simulation and the present - day simulations to estimate the radiative
forcing resulting from the
aerosol effects on cirrus clouds.
You can also see the relative uncertainty
between forcings (e.g., it is much larger for
aerosols than for GHGs).
Note that while results from fingerprint detection approaches will be affected by uncertainty in separation
between greenhouse gas and
aerosol forcing, the resulting uncertainty in estimates of the near - surface temperature response to greenhouse gas
forcing is relatively small (Sections 9.2.3 and 9.4.1.4).
These results typically provide a somewhat smaller upper limit for the total
aerosol forcing than the estimates given in Chapter 2, which are derived from forward calculations and range
between — 2.2 and — 0.5 W m — 2 (5 to 95 % range, median — 1.3 W m — 2).
Some of these studies use the difference
between Northern and Southern Hemisphere mean temperature to separate the greenhouse gas and
aerosol forcing effects (e.g., Andronova and Schlesinger, 2001; Harvey and Kaufmann, 2002).
The inverse estimates summarised in Table 9.1 suggest that to be consistent with observed warming, the net
aerosol forcing over the 20th century should be negative with likely ranges
between — 1.7 and — 0.1 W m — 2.
As long as the temporal pattern of variation in
aerosol forcing is approximately correct, the need to achieve a reasonable fit to the temporal variation in global mean temperature and the difference
between Northern and Southern Hemisphere temperatures can provide a useful constraint on the net
aerosol radiative
forcing (as demonstrated, e.g., by Harvey and Kaufmann, 2002; Stott et al., 2006c).
They determine the probability of combinations of climate sensitivity and net
aerosol forcing based on the fit
between simulations and observations (see Section 9.6 and Supplementary Material, Appendix 9.
Nevertheless, the similarity
between results from inverse and forward estimates of
aerosol forcing strengthens confidence in estimates of total
aerosol forcing, despite remaining uncertainties.
Therefore in a fingerprint study that doesn't distinguish
between aerosols and GHGs, what the exact value of the
aerosol forcing right is basically irrelevant.
The global mean
aerosol radiative
forcing caused by the ship emissions ranges from -12.5 to -23 mW / m ^ 2, depending on whether the mixing
between black carbon and sulfate is included in the model.
These details are not inconsequential because most of the conclusions in their paper stem from the rapid increase in climate sensitivity
between 1.0 and 2.0 W / m2
aerosol forcing.
Given that you comment that the largest differences
between the different
forcings is
between land and ocean or
between the Northern and Southern Hemispheres, have you looked at the land — ocean temperature difference or the Northern — Southern Hemisphere temperature difference, as they both scale linearly with ECS, in the same way as global mean temperature for ghg
forcing, but not for
aerosol forcing.
Ferdinand: The Boer & Yu, 2003 paper shows that the correlation
between the pattern of
aerosol forcing and the pattern of temperature response has only 20 % covariance, and that the covariance of the response to GHG and
aerosol forcing is > 60 %.
But there are offsets
between GHGs /
aerosol combinations and solar activity (especially as derived by Hoyt and Schatten), which may have been underestimated (see Stott e.a. 2003) If one simply should compare only the influence of solar (by H&S or even LBB) with the increase in heat content of the oceans, one can get a similar conclusion: that solar is the main driving
force in ocean heat content.
On your page, you show the results for HADCM3
aerosol and ozone (actually the difference
between total
forcing and GHG
forcing, but should be approximately the same).
A follow - up question related to where we might lose contact
between historical and future is the disproportionate role of
aerosols on the asymmetries in climate
forcing.
They, too, assume an equivalence in radiative
forcing between GHG and
aerosol, What they do is add different estimates of the
aerosol radiative
forcing to the GHG
forcing, while keeping the temperature response fixed at the observed recent warming.
The expected global average direct + indirect
forcings for
aerosols vary
between -1.0 (Japan) and -1.4 W / m2 (Hansen, IPCC) for the past centuries and -0.9 to -1.3 W / m2 for future (2050, 2100) emissions (Canada).
Aerosols exert a
forcing on the hydrological cycle by modifying cloud condensation nuclei, ice nuclei, precipitation efficiency, and the ratio
between solar direct and diffuse radiation received.
«The overall slight rise (relative heating) of global total net flux at TOA
between the 1980's and 1990's is confirmed in the tropics by the ERBS measurements and exceeds the estimated climate
forcing changes (greenhouse gases and
aerosols) for this period.
Boucher (1995) showed that, if this difference is to be attributed to anthropogenic
aerosols, it implies a differential
forcing of about -1 Wm - 2
between the two hemispheres.
However, detection and attribution analyses based on climate simulations that include these
forcings, (e.g., Stott et al., 2006b), continue to detect a significant anthropogenic influence in 20th - century temperature observations even though the near - surface patterns of response to black carbon
aerosols and sulphate
aerosols could be so similar at large spatial scales (although opposite in sign) that detection analyses may be unable to distinguish
between them (Jones et al., 2005).
If only GHG
forcing is used, without
aerosols, the surface temperature in the last decade or so is about 0.3 - 0.4 C higher than observations; adding in
aerosols has a cooling effect of about 0.3 - 0.4 C (and so cancelling out a portion of the GHG warming), providing a fairly good match
between the climate model simulations and the observations.
Based on the rather vast uncertainties in
aerosol forcing, and the substantial discrepancies
between model projections of ocean heat uptake and measured heat uptake (ARGO), it strikes me as bizarre that the IPCC insists on excluding the possibility of quite low sensitivity, when there is a wealth of evidence for fairly low sensitivity.
More than a decade ago I published a peer - reviewed paper that showed the UK's Hadley Centre general circulation model (GCM) could not model climate and only obtained agreement
between past average global temperature and the model's indications of average global temperature by
forcing the agreement with an input of assumed anthropogenic
aerosol cooling.
Research published in 2008 by Arizona State University professor Peter Crozier suggests that this nanoscale atmospheric
aerosol species is abundant in the atmosphere over East Asian countries and should be explicitly included in models of radiative
forcing (the gap
between energy radiation reaching the Earth and that leaving through the upper atmosphere).
Answer the question: If you had to use words to describe the relationship
between the reported ECS and
aerosol forcing what you see would you call it
Looking solely at direct relationships
between forcing factors (TSI,
aerosols, etc.) and temperature ignores any time lags in the climate system.
This point was also made by Schmidt et al. (2014), which additionally showed that incorporating the most recent estimates of
aerosol, solar, and greenhouse gas
forcings, as well as the El Niño Southern Oscillation (ENSO) and temperature measurement biases, the discrepancy
between average GCM global surface warming projections and observations is significantly reduced.
Has any similar analysis been done on the CMIP5 ensemble, to show the correlation (or lack thereof)
between estimated ECS, and historical values for total anthropogenic
forcing and
aerosol forcing?
However the CMIP5 models show no particular correlation
between ECS and total
forcing or effective
aerosol forcing (which includes the indirect effect).
Figure 2 shows the correlation
between total anthropogenic
forcing and
forcing due to tropospheric
aerosols.
So, to answer my own question, the inverse correlation
between CS and
aerosol forcing isn't as strong, but it's likely not zero.
There is a strong positive correlation
between these two quantities with a near 3-fold range in the magnitude of
aerosol forcing applied over the 20th century.»
There is medium confidence that this difference
between models and observations is to a substantial degree caused by unpredictable climate variability, with possible contributions from inadequacies in the solar, volcanic, and
aerosol forcings used by the models and, in some models, from too strong a response to increasing greenhouse - gas
forcing.