Hence the deduction of the estimated change in
ocean heat uptake from the estimated change in forcing before comparison with the change in global temperature to derive sensitivity.
Mikel, The IPCC figure (here) describes the differing projections of
ocean heat uptake from model to model.
Ocean heat uptake from 700 — 2000 m, where interannual variability is smaller, likely continued unabated from 1993 to 2009.
Not exact matches
This was due to a combination of factors: a less active sun, higher levels of cooling aerosols
from volcanoes and Asian factories, and increased
heat uptake by the
oceans.
For one thing, the fit neglects lags in the system (such as those resulting
from ocean heat uptake) and it also neglects changes in albedo and other radiative factors.
The treatment of uncertainty in the
ocean's
uptake of
heat varies,
from assuming a fixed value for a model's
ocean diffusivity (Andronova and Schlesinger, 2001) to trying to allow for a wide range of
ocean mixing parameters (Knutti et al., 2002, 2003) or systematically varying the
ocean's effective diffusivity (e.g., Forest et al., 2002, 2006; Frame et al., 2005).
If the greenhouse effect (that checks the exit of longwave radiation
from Earth into space) or the amount of absorbed sunlight diminished, one would see a slowing in the
heat uptake of the
oceans.
Your attempt to estimate equilibrium climate sensitivity
from the 20th C won't work because a) the forcings are not that well known (so the error in your estimate is large), b) the climate is not in equilibrium — you need to account for the
uptake of
heat in the
ocean at least.
In these experiments the climate sensitivity was 2.7 deg C for a doubling of CO2, the net aerosol forcing
from 1940 to 2000 was around -0.7 W / m2 (55 % of the total forcing, -1.27,
from 1850 to 2000), and the
ocean uptake of
heat was well - matched to recent observations.
If you look at the Fig. 3a in our review (red lines at the top) you see that many previous estimates based on the observed warming /
ocean heat uptake had a tendency to peak at values below 3 °C (that review is
from 2008).
These scaling factors compensate for under - or overestimates of the amplitude of the model response to forcing that may result
from factors such as errors in the model's climate sensitivity,
ocean heat uptake efficiency or errors in the imposed external forcing.
We conclude that recent slowdown of
ocean heat uptake was caused by a delayed rebound effect
from Mount Pinatubo aerosols and a deep prolonged solar minimum.
«But the other thing I want to point out,» England added, «is that greenhouse gases in the atmosphere are at such high concentrations compared to what they were 100 years ago that you don't need to bring
heat back up
from the
ocean to the surface to get future warming — you just need to slow down the
heat uptake by the
ocean, and greenhouse gases will do the rest.»
The near - linear rate of anthropogenic warming (predominantly
from anthropogenic greenhouse gases) is shown in sources such as: «Deducing Multidecadal Anthropogenic Global Warming Trends Using Multiple Regression Analysis» «The global warming hiatus — a natural product of interactions of a secular warming trend and a multi-decadal oscillation» «The Origin and Limits of the Near Proportionality between Climate Warming and Cumulative CO2 Emissions» «Sensitivity of climate to cumulative carbon emissions due to compensation of
ocean heat and carbon
uptake» «Return periods of global climate fluctuations and the pause» «Using data to attribute episodes of warming and cooling in instrumental records» «The proportionality of global warming to cumulative carbon emissions» «The sensitivity of the proportionality between temperature change and cumulative CO2 emissions to
ocean mixing»
I got a most probable value of 1.55 C / doubling, a 17 % to 83 % range of 1.41 C to 3.27 C / doubling, and a 5 % to 95 % range of 1.18 C to 6.2 C / doubling... not far
from your values (but I assumed a little higher total
heat accumulation, including deep
ocean uptake equal to 10 % of the 0 - 2000M value, and some additonal
heat for ice melt and land mass warming).
«In our mor recent global model simulations the
ocean heat -
uptake is slower than previously estimated, the
ocean uptake of carbon is weaker, feedbacks
from the land system as temperature rises are stronger, cumulative emissions of greenhouse gases over the century are higher, and offsetting cooling
from aerosol emissions is lower.
If some of the
ocean heat uptake during the last 20 years has shifted
from the shallow and warm parts to the deeper and colder parts this would reduce the total thermal expansion even if the total
heat flux into the
oceans remained the same.
The relative roles can easily be computed
from OHC data and data on
ocean heat uptake efficiency and radiative restoring (reflected in the climate feedback parameter).
Observational estimates of climate sensitivity
from changes in the rate of
ocean heat uptake and comparison to CMIP5 models.
Typically there is also a single parameter controlling the rate of
ocean heat uptake, and forcings (
from aerosols in particular, this forcing being quite uncertain) can of course readily be adjusted.
«Results imply that global and regional warming rates depend sensitively on regional
ocean processes setting the [
ocean heat uptake] pattern, and that equilibrium climate sensitivity can not be reliably estimated
from transient observations.»
The current rate of
ocean heat uptake is perfectly consistent with that theory and recovery
from a little ice age period as far as
ocean heat content goes.
* In calculating ECS in energy balance models,
ocean heat uptake (dQ = 0.7 W / m2) is subtracted
from the forcing change (dF)
Using 1981 - 2011
ocean heat data (again for 0 - 2000m,
from Levitus et al, 2012), rather than the last 10 years, to compute the trend would have reduced the recent - period OHU estimate, scaling up as before to allow for
heat uptake in the deeper
ocean and elsewhere, by 0.08 W / m.
Increased
ocean heat uptake could cause a permanent deepening of the thermocline in the EEP and a consequent shift
from present day ENSO variability to greater amplitude and / or more frequent El Niños (55).
The recent transient warming (combined with
ocean heat uptake and our knowledge of climate forcings) points towards a «moderate» value for the equilibrium sensitivity, and this is consistent with what we know
from other analyses.
9.3.1 Global Mean Response 9.3.1.1 1 % / yr CO2 increase (CMIP2) experiments 9.3.1.2 Projections of future climate
from forcing scenario experiments (IS92a) 9.3.1.3 Marker scenario experiments (SRES) 9.3.2 Patterns of Future Climate Change 9.3.2.1 Summary 9.3.3 Range of Temperature Response to SRES Emission Scenarios 9.3.3.1 Implications for temperature of stabilisation of greenhouse gases 9.3.4 Factors that Contribute to the Response 9.3.4.1 Climate sensitivity 9.3.4.2 The role of climate sensitivity and
ocean heat uptake 9.3.4.3 Thermohaline circulation changes 9.3.4.4 Time - scales of response 9.3.5 Changes in Variability 9.3.5.1 Intra-seasonal variability 9.3.5.2 Interannual variability 9.3.5.3 Decadal and longer time - scale variability 9.3.5.4 Summary 9.3.6 Changes of Extreme Events 9.3.6.1 Temperature 9.3.6.2 Precipitation and convection 9.3.6.3 Extra-tropical storms 9.3.6.4 Tropical cyclones 9.3.6.5 Commentary on changes in extremes of weather and climate 9.3.6.6 Conclusions
Ocean temperature must be measured regularly around the world from the ocean surface to the ocean floor to reduce uncertainty in ocean heat uptake, which accounts for over 90 % of global war
Ocean temperature must be measured regularly around the world
from the
ocean surface to the ocean floor to reduce uncertainty in ocean heat uptake, which accounts for over 90 % of global war
ocean surface to the
ocean floor to reduce uncertainty in ocean heat uptake, which accounts for over 90 % of global war
ocean floor to reduce uncertainty in
ocean heat uptake, which accounts for over 90 % of global war
ocean heat uptake, which accounts for over 90 % of global warming.
If you have good measurements of upper
ocean and atmospheric temperatures, then if you had a good decade - long satellite record of the Earth's total radiative energy balance
from space — say, if Triana has been launched to in the late 1990s — then you could use conservation of energy to calculate the rate of
heat uptake by the deep
ocean over the past ten years.
Warming in the pipeline very largely reflects
ocean heat uptake, which reduces the extent to which surface temperatures need to rise in order to counteract increased forcing
from CO2 etc..
Comparing the trend in global temperature over the past 100 - 150 years with the change in «radiative forcing» (
heating or cooling power)
from carbon dioxide, aerosols and other sources, minus
ocean heat uptake, can now give a good estimate of climate sensitivity.
I might also note that the method returns ECS values that are generally similar to those reported for AR5 GCMs when ECM - derived temperature and
ocean -
heat -
uptake predictions are input to the model instead of the observed values (AR5 GCM values are obtained
from the «Climate Explorer» web site).
Over long time periods, this tropical
heat uptake is roughly balanced by
heat release
from the
ocean to the atmosphere in other regions closer to the poles.
Supplementary Information (SI), along with the values I calculate
from their 1996 — 2005 GMST data, averaged ERF data for 2000 and
ocean heat uptake data (taking the trend over 1996 — 2005), and alternatively by accurately digitising ERF ΔF and ΔF − ΔQ values in Marvel et al..
For equilibrium efficacies, I show estimates both
from the raw data (save for iRF), and with the
ocean heat uptake ΔQ divided by 0.86 to estimate the full TOA imbalance ΔN and the GISS - E2 - R equilibrium climate sensitivity of 2.3 °C replaced by its effective climate sensitivity, taken as 2.0 °C.