I started by regressing on all nine series: there are separate series for direct and
indirect aerosol forcing.
[14] In particular, use of RF (or, a fortiori, iRF) for
indirect aerosol forcing [giving RFaci] is inappropriate.
When Aldrin adds a fixed cloud lifetime effect of -0.25 W / m ^ 2 forcing on top of his variable parameter direct and (1st)
indirect aerosol forcing, the mode of the sensitivity PDF increases from 1.6 to 1.8.
That results in the data maximum likelihoods for direct and
indirect aerosol forcing being in the upper tails of the priors, biasing the aerosol forcing estimation to more negative values (and hence biasing ECS estimation to a higher value).
The (posterior) mean estimated by the study was circa -0.3 W / m ^ 2 for
indirect aerosol forcing and -0.4 W / m ^ 2 for direct.
The probabilistic analyses of DAI reported in this section draw substantially on (subjective) Bayesian probabilities to describe key uncertainties in the climate system, such as climate sensitivity, the rate of oceanic heat uptake, current radiative forcing, and
indirect aerosol forcing.
The top three curves show total anthropogenic forcing assuming central values for all components other than
indirect aerosol forcing.
The effect on radiative forcing of assuming different values for
indirect aerosol forcing.
The bottom three curves show the history of
indirect aerosol forcing used in the top three curves.
The effect on global - mean temperature of assuming a large value for
indirect aerosol forcing (viz. − 1.8 W / m2 in 2005, the 95th percentile value according to the IPCC AR4) compared with temperatures for the central indirect forcing estimate (− 0.7 W / m2) and a less extreme maximum of − 1.1 W / m2.
To do so we assume that all anthropogenic forcings except
indirect aerosol forcing are given their central values, and consider a range of values for the reference (2005) indirect forcing amount.
When Aldrin adds a fixed cloud lifetime effect of -0.25 W / m ^ 2 forcing on top of his variable parameter direct and (1st)
indirect aerosol forcing, the mode of the sensitivity PDF increases from 1.6 to 1.8.
Table 1 and Figure 15 (2nd panel) of the Supplementary Material show that a wide prior extending from -0.3 to -1.8 W / m ^ 2 (corresponding to the AR4 estimated range) was used for
indirect aerosol forcing.
The (posterior) mean estimated by the study was circa -0.3 W / m ^ 2 for
indirect aerosol forcing and -0.4 W / m ^ 2 for direct.
In fact one point you made 2 posts ago — that the aerosol and
indirect aerosol forcings seem fudged to make the curve fit — I think that is a strong possibility.
Not exact matches
The AR5 gives a value for 1850
aerosol forcing (relative to 1750)(Annex II, Table AII.1.2) of -0.178 W / m ² for direct +
indirect (radiation + clouds).
Steven J. Ghan • Contributing Author, Working Group I, «
Aerosols, Their Direct and
Indirect Effects,» IPCC Third Assessment Report (2001) • Contributing Author, Working Group I, «Radiative
Forcing of Climate Change,» IPCC Third Assessment Report (2001).
When extra
forcing of -0.25 or -0.5 W / m ^ 2 is added his prior mean total
aerosol forcing is very substantially more negative than -0.7 W / m ^ 2 (the posterior mean without the extra
indirect forcing).
But, given the revised
aerosol forcing estimates given in the AR5 WG1 SOD, there is no justification at all for increasing the prior for
aerosol indirect forcing prior by adding either -0.25 or -0.5 W / m ^ 2.
Most studies consider a range of anthropogenic
forcing factors, including greenhouse gases and sulphate
aerosol forcing, sometimes directly including the
indirect forcing effect, such as Knutti et al. (2002, 2003), and sometimes indirectly accounting for the
indirect effect by using a wide range of direct
forcing (e.g., Andronova and Schlesinger, 2001; Forest et al., 2002, 2006).
We don't know the total
forcing that well, primarily because we don't know the
aerosol (direct or
indirect) effects.
It is rather surprising that adding cloud lifetime effect
forcing makes any difference, insofar as Aldrin is estimating
indirect and direct
aerosol forcings as part of his Bayesian procedure.
The total of -0.7 W / m ^ 2 is the same as the best observational (satellite) total
aerosol adjusted
forcing estimate given in the leaked Second Order Draft of AR5 WG1, which includes cloud lifetime (2nd
indirect) and other effects.
As noted above, two independent analyses [64], [72] yield a total (direct plus
indirect)
aerosol forcing in the past decade of about − 1.5 W / m2, half the magnitude of the GHG
forcing and opposite in sign.
The
indirect aerosol effect on clouds is non-linear [1], [76] such that it has been suggested that even the modest
aerosol amounts added by pre-industrial humans to an otherwise pristine atmosphere may have caused a significant climate
forcing [59].
Earth's measured energy imbalance has been used to infer the climate
forcing by
aerosols, with two independent analyses yielding a
forcing in the past decade of about − 1.5 W / m2 [64], [72], including the direct
aerosol forcing and
indirect effects via induced cloud changes.
There are indeed uncertainties in
aerosol forcing (not just the
indirect effects) and, especially in the earlier part of the 20th Century, uncertainties in solar trends and impacts.
While there is good data over the last century, there were many different changes to planet's radiation balance (greenhouse gases,
aerosols, solar
forcing, volcanoes, land use changes etc.), some of which are difficult to quantify (for instance the
indirect aerosol effects) and whose history is not well known.
Based on NASA's CMIP5
forcing model, year 2012 has a greenhouse
forcing of 3.54 Wm2, ozone has 0.45 Wm2, atmospheric
aerosols have -0.89 Wm2 combined direct /
indirect, and land use has -0.19 Wm2, all based on iRF.
Inclusion of calculated
indirect effects from
aerosols for instance or if unknown / un-included
forcings are significant this may lead to more model - obs disagreements.
The top panel shows the direct effects of the individual components, while the second panel attributes various
indirect factors (associated with atmospheric chemistry,
aerosol cloud interactions and albedo effects) and includes a model estimate of the «efficacy» of the
forcing that depends on its spatial distribution.
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).
It predicts an annual global mean first
indirect forcing of -1.5 W m - 2 from an anthropogenic sulfate burden of 0.59 Tg S. Most of the cooling occurs in norhtern hemisphere (NH), where most anthropogenic sources of
aerosol are located.
Some of these
forcings are well known and understood (such as the well - mixed greenhouse gases, or recent volcanic effects), while others have an uncertain magnitude (solar), and / or uncertain distributions in space and time (
aerosols, tropospheric ozone etc.), or uncertain physics (land use change,
aerosol indirect effects etc.).
While this does not invalidate the
aerosol indirect effect at all, it underlines the limitations in using satellite observed changes in droplet size to compute the
aerosol indirect forcing.
Assuming a Northern Hemisphere to Southern Hemisphere ratio of 2:1 for the
aerosol indirect effect, this would imply a globally - averaged
forcing of -1.5 Wm - 2.
Indirect aerosol effect - Aerosols may lead to an indirect radiative forcing of the climate system through acting as cloud condensation nuclei or modifying the optical properties and lifetime of
Indirect aerosol effect -
Aerosols may lead to an
indirect radiative forcing of the climate system through acting as cloud condensation nuclei or modifying the optical properties and lifetime of
indirect radiative
forcing of the climate system through acting as cloud condensation nuclei or modifying the optical properties and lifetime of clouds.
Given our very short and spotty data on the relative abundance (or importance) of the majority of these
aerosols, and given our very poor understanding of the direct,
indirect, and side effects of the majority of these
aerosols, any numbers that anyone generates about their abundance, importance, or total radiative
forcing are going to be a SWAG.
Hansen,»
Aerosol climate forcing today is inferred to be -1.6 ± 0.3 W / m2, implying substantial aerosol indirect climate forcing via cloud c
Aerosol climate
forcing today is inferred to be -1.6 ± 0.3 W / m2, implying substantial
aerosol indirect climate forcing via cloud c
aerosol indirect climate
forcing via cloud changes.
Note, OA stands for Other Anthropogenic factors, primarilly the
aerosol direct and
indirect effects and Land Use Change, all of which are negative
forcings.
Additionally, changes in anthropogenic sulfate
aerosol forcing have been proposed as the dominant cause of the AMV and the historical multidecadal variations in Atlantic tropical storm frequency, based on some model simulations including
aerosol indirect effects.
adding two variables that were requested in the ACCMIP Word document but not explained in the spreadsheet: the longwave and the shortwave cloud radiative
forcing with reference (fixed) composition, for diagnosis of
aerosol indirect effect.
As I have pointed out before, it seems to me that a fair evaluation of climate models is impossible when there remains vast uncertainty in
aerosol forcing (direct and
indirect), and substantial uncertainty in cloud effects.
Note that most models do not use other
forcings described in Chapter 6 such as soot, the
indirect effect of sulphate
aerosols, or land - use changes.
«Here, it is sufficient to note that many of the 20CEN / A1B simulations neglect negative
forcings arising from stratospheric ozone depletion, volcanic dust, and
indirect aerosol effects on clouds... It is likely that omission of these negative
forcings contributes to the positive bias in the model average TLT trends in Figure 6F.
But including
aerosol indirect effects on radiative
forcing has made it easier to generate a greater variety of 20th century simulations without affecting other aspects of the climate simulation as strongly.
Earth's measured energy imbalance has been used to infer the climate
forcing by
aerosols, with two independent analyses yielding a
forcing in the past decade of about − 1.5 W / m2 [64], [72], including the direct
aerosol forcing and
indirect effects via induced cloud changes.
In the period 1910 to 1945 the reflective
aerosol and
indirect aerosol effects combined look to almost cancel out the
forcing from GHG's.
Climate scientist Kevin Trenberth also notes that the change in the estimated
aerosol forcing is mainly associated with
indirect aerosol effects, but half of GCMs don't include these
indirect effects, and those that do actually tend to simulate less warming.
I think it could produce useful predictions but major uncertainties need to be addressed;
aerosols, BC, maybe GCRs,
indirect solar
forcings, etc..