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Posted on: November 1, 2020


Zeke Hausfather on Twitter: "Hi Judy, I don't think it's reasonable to  simply discard RCP8.5 and assume RCP6 as the upper bound. Just because you  think the highest baseline scenario (upper red

Line graph showing various possible outcomes for future fossil-fuel emissions to the year 2100
Matt Ridley: Global Warming Versus Global Greening | The Global Warming  Policy Foundation (GWPF)

PART-1: WHAT THE NATURE ARTICLE SAYS with comments inserted in red

Line graph showing various possible outcomes for future fossil-fuel emissions to the year 2100

More than a decade ago, climate scientists and energy modellers made a choice about how to describe the effects of emissions on Earth’s future climate. That choice has had unintended consequences which today are hotly debated. The IPCC AR6 lays out a more realistic scenario.

Historical background: In the lead-up to the 2014 IPCC Fifth Assessment Report (AR5), researchers developed four scenarios for what might happen to greenhouse-gas emissions and climate warming by 2100. They gave these scenarios a catchy title: Representative Concentration Pathways (RCPs)1. One describes a world in which global warming is kept well below 2 °C relative to pre-industrial temperatures (as nations later pledged to do under the Paris climate agreement in 2015); it is called RCP2.6. Another paints a dystopian future that is fossil-fuel intensive and excludes any climate mitigation policies, leading to nearly 5 °C of warming by the end of the century2,3. That one is named RCP8.5. RCP8.5 was intended to explore an unlikely high-risk future2. But it has been widely used by some experts, policymakers and the media as something else entirely: as a likely ‘business as usual’ outcome. A sizeable portion of the literature on climate impacts refers to RCP8.5 as business as usual, implying that it is probable in the absence of stringent climate mitigation. The media then often amplifies this message, sometimes without communicating the nuances. This results in further confusion regarding probable emissions outcomes, because many climate researchers are not familiar with the details of these scenarios in the energy-modelling literature. This is particularly problematic when the worst-case scenario is contrasted with the most optimistic one, especially in high-profile scholarly work. This includes studies by the IPCC, such as AR5 and last year’s special report on the impact of climate change on the ocean and cryosphere4. The focus becomes the extremes, rather than the multitude of more likely pathways in between.


Happily — and that’s a word we climatologists rarely use {because we are in the fear business and not in the happiness business} — the world imagined in RCP8.5 is increasingly implausible with every passing year. Emission pathways to get to RCP8.5 generally require an unprecedented (Comment: improbable but needed to push climate action} fivefold increase in coal use by the end of the century, an amount larger than some estimates of recoverable coal reserves. So w had to change our assessment of what current policies suggest and the new assessment is that the world is on course for around 3 °C of warming above pre-industrial levels by the end of the century — still a catastrophic outcome, but a long way from 5 °C7,8. We cannot settle for 3 °C; nor should we dismiss progress.

Some researchers argue that RCP8.5 could be more likely than was originally proposed because of feedbacks that have no reliable forecast because of uncertainty. such as the release of greenhouse gases from thawing permafrost — might be much larger than has been estimated by current climate models. These researchers point out that current emissions are in line with the AR5 RCP8.5 worst-case scenario. Yet, in our view, reports of emissions over the past decade suggest that they are actually closer to those in the median scenarios. We contend that these critics are looking at the extremes and assuming that all the dice are loaded with the worst outcomes. {TRANSLATION: This is an admission of a consistent error in climate science of a failure to understand uncertainty. this issue is described in a related post:

Asking ‘what’s the worst that could happen?’ is a helpful exercise. It flags potential risks that emerge only at the extremes.{COMMENT: but it is a flawed and advocacy driven understanding of uncertainty. This kind of interpretation of uncertain data is not unbiased and objective scientific inquiry}. RCP8.5 was a useful way to benchmark climate models over an extended period of time, by keeping future scenarios consistent. Perhaps it is for these reasons that the climate-modelling community suggested RCP8.5 “should be considered the highest priority”{ COMMENT: We lied by presenting uncertainty with an advocacy driven bias to scare people and push for climate action. Fear based climate action activism is what we do. LINK:




We must all — from physical scientists and climate-impact modellers to communicators and policymakers — stop presenting the worst-case scenario as the most likely one. Overstating the likelihood of extreme climate impacts can make mitigation seem harder than it actually is. This could lead to defeatism, because the problem is perceived as being out of control and unsolvable. Pressingly, it might result in poor planning, whereas a more realistic range of baseline scenarios will strengthen the assessment of climate risk.

This admission does not make climate action less urgent. The need to limit warming to 1.5 °C, as made clear in the IPCC’s 2018 special report13, does not depend on having a 5 °C counterpoint.

Assess realistically
The plethora of future emissions scenarios poses a challenge to users of climate data — from policymakers to investors14. More than 1,200 mitigation scenarios were assessed in AR5 in 2014. Another 400 scenarios were used in the IPCC’s 2018 special report on 1.5 °C of warming13. Most of these assume a baseline with no climate policy across a range of socio-economic developments. In our experience of working with scenario users, this proliferation leads to more confusion than clarity, particularly in the absence of any guidance on the relative likelihood of each scenario.

The hard truths of climate change — by the numbers
Other organizations present relatively few scenarios — the International Energy Agency (IEA), for example, now has just three main ones. Its Current Policies Scenario indicates what could happen to emissions with things as they stand. The Stated Policies Scenario includes current policy intentions and targets. The IEA’s Sustainable Development Scenario reflects emissions in a world that is already aligned with the goals set in Paris7. The United Nations Environment Programme’s Emissions Gap Report takes a similar approach, comparing countries’ emissions-reduction pledges with global pathways that limit warming to well below 2 °C15. These influential agencies do not focus on worst-case outcomes. They plot the gulf between where the world is heading and where it has agreed it should go.

For those making real-life decisions, the choice of scenario becomes important14,16. Emphasizing ways of adapting to an extreme RCP8.5 scenario with around 5 °C warming in 2100 is out of step with the requirement to build resilience and reduce vulnerabilities in the near-term. Most users of climate scenarios care more about the world as it is now, rather than what might have been had global emissions not slowed over the past decade7. Users focused on mitigation are keen to capitalize on emerging opportunities such as cheap renewables, or to avoid overinvesting in stranded assets in dying industries. For example, they want to know whether the rapid cost declines in renewables might make investments in fossil fuels high risk. A RCP8.5 baseline renders these applications useless, because it implies that recent climate policies and technological progress are halted or even reversed.

For policymakers, mitigation policies that depend on the assumptions underlying high-emission baseline scenarios such as RCP8.5 will seem exorbitant, because they do not incorporate the plummeting costs of many low-carbon technologies over the past decade. The marginal investments required to move from 3 °C of warming to well below 2 °C (the main Paris goal) will be much less than moving from 5 °C to well below 2 °C. A narrative of progress and opportunity can make the Paris targets seem feasible, rather than seemingly impossible.

Line graph showing various possible outcomes for future fossil-fuel emissions to the year 2100
Sources: Historical data: Global Carbon Budget (2019); SSP data: ref. 19/J. Rogelj et al. Nature Clim. Change 8, 325–332 (2018)/SSP Database (v2); IEA data: Ref. 7

Towards risk-based scenarios
Those who are tasked with taking climate action on the basis of information from model scenarios are increasingly calling for a more risk-based approach to help with adaptation and mitigation14. This approach accounts for the relative likelihood of different outcomes. Controversially, it requires researchers to assign probabilities to scenarios16. Critics don’t want to do this, because many see it as an arbitrary process. But when specialists refuse to assign probabilities, users often do so themselves. Most do so poorly because they do not have a deep understanding of the assumptions that underpin these scenarios.

Initially, the probabilities do not need to be elaborate, and could even just identify the most likely scenario resulting from current energy-system trends and policies. Now, scenarios are selected on the basis of their climate outcomes in 2100, not their likelihoods. More complex probabilistic approaches would require modellers to work differently17. For example, they would need to forge new alliances with those in the social sciences18 and involve policymakers, investors and industry14.

This will require years of work. Meanwhile, three steps should be taken over the next year in the lead-up to AR6, to set the climate community on the right road. The latest generation of climate models has just come out, and many researchers are now selecting which future emissions scenarios to use in studies.

First, the new generation of scenarios called the Shared Socioeconomic Pathways (SSPs; see ‘Parting of the pathways’) has a much more nuanced approach to baselines, and IPCC authors can highlight a range of outcomes in a world with no new policies19 (see also Nature Clim. Change 9, 727; 2019). The space between high-end and low-end scenarios should be more deeply explored in AR6, so that the climate impacts we are likely to experience can be communicated more clearly20. For example, according to many studies, we are heading for a 3 °C world. Therefore, it would be prudent to clearly outline the climate impacts for 3 °C in addition to those for 5 °C.

The 2021–22 Sixth Assessment Report from the Intergovernmental Panel on Climate Change (IPCC) will compare different types of trajectory from those weighed in its 2014 report.

The Representative Concentration Pathways (RCPs) are a set of four possible climate scenarios for the end of the century1. The RCPs were used extensively in the 2014 IPCC Fifth Assessment Report, but lack any consistent set of socio-economic assumptions driving future emissions and are simply intended to reflect different potential climate outcomes3. They include RCP2.6, RCP4.5, RCP6.0 and RCP8.5, with the number reflecting the additional radiative forcing in 2100, relative to pre-industrial times. Radiative forcing (in watts per square metre) measures the combined effect of greenhouse-gas emissions and other factors (such as atmospheric aerosol levels) on climate warming. Current radiative forcing relative to pre-industrial levels is around 2.5 watts per square metre.

The Shared Socioeconomic Pathways (SSPs) are five socio-economic and technological trajectories that the world could follow this century19. Each has a baseline in which no climate policies are enacted after 2010 — resulting in between 3 °C and 5 °C of warming above pre-industrial levels by 2100. In addition, the SSPs can be linked to climate policies to generate different outcomes for the end of the century (analogous to RCPs), with radiative forcing of 1.9, 2.6, 3.4, 4.5, 6.0, 7.0 or 8.5 watts per square metre in 2100. A subset of SSP models has been selected for the 2021–22 IPCC report12, and will function in a similar way to the RCPs in its 2014 report.

Second, scientists should recognize that different users need different tools. In the context of AR6, this could mean that the various working groups (focusing on climate science, impacts and mitigation) highlight different scenarios in their analyses and communications. The final AR6 synthesis could then integrate the different risk perspectives.

Finally, we suggest that climate-impact studies using models developed for AR6 should include scenarios that reflect more-plausible outcomes, such as SSP2-4.5, SSP4-6.0 and SSP3-7.0 (see ’Possible futures’). When RCP8.5 or its successor SSP5-8.5 are deployed, they should be clearly labelled as unlikely worst cases rather than as business as usual.

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