In the linked 2018 Carbon Brief article Hausfather both tries to explain 'How scientists estimate 'climate sensitivity' and tries to support the AR5 consensus ranges for ECS and TCR; which in my opinion discounts much of the actual climate change risk that we are currently facing. Examples of how consensus climate scientists (including Hausfather) are discounting the risk of higher effective climate sensitivity include:
1. They created definitions of 'climate sensitivity' that discount effective climate sensitivity risks such as abrupt ice sheet mass loss, and sea ice albedo flip, this century.
2. They discount the early activation of various 'slow' feedback mechanisms such as the early upwelling of warm circumpolar deep water, CDW, that is currently accelerating ice shelf calving in Antarctic.
3. They general give too much weight to calculations of climate sensitivity based on short-term observations that are biased by the 'faux hiatus'.
4. They discount the fact that both effective ECS and effective TCR increase with continued forcing and thus the longer we wait to take effective action to stop climate change the harder it will be to take effective action.
Title: "Explainer: How scientists estimate 'climate sensitivity'" by Zeke Hausfather, 2018
https://skepticalscience.com/explainer-how-scientists-estimate-climate-sensitivity.htmlExtract: "Climate sensitivity refers to the amount of global surface warming that will occur in response to a doubling of atmospheric CO2 concentrations compared to pre-industrial levels."
CO2 has increased from its pre-industrial level of 280 parts per million (ppm) to around 408 ppm today. Without actions to reduce emissions concentrations are likely to reach 560 ppm – double pre-industrial levels – around the year 2060.
There are three main measures of climate sensitivity that scientists use. The first is equilibrium climate sensitivity (ECS). The Earth’s climate takes time to adjust to changes in CO2 concentration. For example, the extra heat trapped by a doubling of CO2 will take decades to disperse down through the deep ocean. ECS is the amount of warming that will occur once all these processes have reached equilibrium.
The second is transient climate response (TCR). This is the amount of warming that might occur at the time when CO2 doubles, having increased gradually by 1% each year. TCR more closely matches the way the CO2 concentration has changed in the past. It differs from ECS because the distribution of heat between the atmosphere and oceans will not yet have reached equilibrium.
A third way of looking at climate sensitivity, Earth system sensitivity (ESS), includes very long-term Earth system feedbacks, such as changes in ice sheets or changes in the distribution of vegetative cover.
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A 2017 paper by Dr Cristian Proistosescu and Prof Peter Huybers at Harvard University found that amplifying feedbacks that play a large role in ECS in climate models have not fully kicked in for current climate conditions. A similar paper by Prof Kyle Armourof the University of Washington suggests feedbacks will increase by about 25% from today’s transient warming as the Earth moves towards equilibrium.
This means that sensitivity estimates based on instrumental warming to date would be on the low side, as they would not capture the larger role of feedbacks in future warming. The authors suggest that “accounting for these…brings historical records into agreement with model-derived ECS estimates”.
This is in part because feedbacks depend strongly on the spatial pattern of warming. Prof Armour elaborates in a discussion on the Climate Lab Book website:
“Nearly all GCMs [global climate models] show global radiative feedbacks changing over time under forcing, with effective climate sensitivity increasing as equilibrium is approached. As a result, climate sensitivity estimated from transient warming appears smaller than the true value of ECS…
As far as we can tell, the physical reason for this effect is that the global feedback depends on the spatial pattern of surface warming, which changes over time…One nice example is the sea-ice albedo feedback in the Southern Ocean: because warming has yet to emerge there, that positive (destabilising) feedback has yet to be activated.
This means that even perfect knowledge of global quantities (surface warming, radiative forcing, heat uptake) is insufficient to accurately estimate ECS; you also have to predict how radiative feedbacks will change in the future.”"
See also:
https://www.climate-lab-book.ac.uk/2016/reconciling-estimates-of-climate-sensitivity/#comment-2565Extract: "Caldeira & Myrhvold (2013) and the standard “Gregory approach” use simulations where CO2 jumps by 300% immediately (“abrupt4xCO2”) and then you see what happens. In those cases dT/dt is big and then slows down. That’s because forcing is big and causes immediate heating. But if you plot T vs F (F being net top-of-atmosphere imbalance here) you see that dT/dF, which is related to feedbacks, changes with time in a way that means feedbacks get more-positive as warming goes on.
In 1pctCO2 simulations the forcing increases linearly from zero, but the temperature change accelerates. Taking the model average T and looking at the trends for each 30 year period within years 0-120 you get trends in C/decade of: +0.21, +0.27, +0.31, +0.34. Warming accelerates under transient CO2 increases in models.
The differences comes down to dT/dt versus dT/dF. Rugenstein & Knutti is a good place to look for more info and work by people like Armour, Held, Gettelman, Kay & Shell helps explain the physics."