Guest post: A new approach for understanding the remaining carbon budget
Remaining emissions
Published in 2013-14, the fifth assessment report (AR5) of the Intergovernmental Panel on Climate Change (IPCC) established that there is a linear relationship between the total amount of CO2 we put into the atmosphere and the amount of global warming. This led directly to the concept of a carbon budget – the total amount of cumulative CO2 emissions allowable in order to stay under a given global warming level. As the Paris Agreement has the goal to keep warming well-below 2C and preferably 1.5C, the trillion-dollar question thus became: How much of a carbon budget do we have left? This is an important question. Knowing how much remaining carbon budget is left allows us to define mitigation pathways towards achieving the Paris temperature goal. It also allows scientists to inform the adequacy of global net-zero goals. Thus, the quest was on to quantify such remaining carbon budgets. Many researchers took up the challenge to produce new, updated and more nuanced estimates of the remaining carbon budget. Despite these good intentions, the large and unexplained variations between the different estimates left analysts confused. There was limited understanding of the reasons behind these numbers which resulted in some unhelpful confusion amongst science commentators.Clearing up contributions
This confusion was the starting point for the author team of the IPCC’s SR15. Our task was to carry out an assessment of the remaining carbon budget in line with limiting warming to 1.5C. So we began by analysing all factors that could possibly affect calculations of the size of the 1.5C carbon budget. Helped by the expert feedback during the various IPCC review rounds the remaining carbon-budget puzzle was, ultimately, reduced to variations in a set of five main factors that together explain the estimated size of the remaining carbon budget for a specific temperature goal:- The estimate of global warming up to the present day;
- The assumed future warming from emissions of non-CO2 forcings such as methane and black carbon and the reduction of cooling sulphate emissions;
- The amount of warming still in the pipeline once emissions are brought back to zero;
- The ratio between cumulative CO2 emissions and global warming (also known as the transient climate response to cumulative carbon emissions, or “TCRE”); and
- The extra emissions from Earth system processes or feedbacks that are typically not included in the models used to make these estimates, such as thawing permafrost.

Whence the confusion?
Now that we understand why estimates of remaining carbon budgets can differ, some of the confusing variations between earlier published carbon budget estimates can also be explained. First of all, carbon budgets estimates starting from pre-industrial times are more likely to vary than those calculated from the present day. The main reason for this is that uncertainties and errors accumulate over the several centuries that are modelled in the lead-up to today. As a result, these studies are using starting points that are already less precise. When expressing remaining carbon budgets relative to a more recent reference period that is informed by observations, the variation between estimates is already strongly reduced but not entirely eliminated. An additional source of carbon-budget variations is the method that is used to estimate global warming. Different methods of calculating global temperatures are used by different scientific groups in the US, UK and Japan, for example. And each group uses slightly different approaches for how they treat issues such as changes in the way measurements have been taken over the decades and a lack of observed data over the Arctic. Also, analysis of climate change projections with climate models can also use yet another slightly different method. These differences are really nothing more than a labelling issue. However, when inappropriately mixed up, they result in arbitrary changes in reported remaining carbon budgets that, ultimately, can result in pursuing weaker climate targets than the well-below 2C and 1.5C limits set in the Paris Agreement. Next, the contribution of future warming due to factors other than CO2 is difficult to assess if this information is not explicitly provided by the underlying studies. Hence, we call to make this information available when publishing new estimates of remaining carbon budgets. But it is worth noting that studies that provide estimates with and without particular additional Earth system feedbacks, such as permafrost thawing, do tend to show that the inclusion of such feedback consistently results in smaller remaining carbon budgets. A final source of confusion is when numbers are compared that have little relationship to each other. This is the case when studies report cumulative CO2 emissions from scenarios – for example, from 2016 to 2100. Such numbers have little relationship with the physical definition of carbon budgets as discussed here, although at times they have been mistaken for carbon budgets. In our paper, we provide an overview of the various ways in which carbon budgets can be presented in scientific literature. And we have made available online an accompanying checklist of key information (in the supplementary information of our paper) that future studies should provide so that their estimates can be adequately put into context.Communicating the future
Carbon budgets have been proven to be a robust concept to characterise the climate change mitigation challenge. They also provide the scientific underpinning for net-zero targets and their implied adequacy of limiting warming to acceptable levels. However, communication around them can still vastly improve. Our new framework allows us to clearly understand and explain how scientific improvements result in updated estimates of the remaining carbon budget. Science communicators and analysts can then use this information both to track changes in estimates of the remaining carbon budget over time and to inform their expert judgment about how plausible or reliable updated estimates are.Article information
Rogelj, J., Forster, P. M., Kriegler, E., Smith, C. J. and Séférian, R. (2019) A framework to estimate and track remaining carbon budgets for stringent climate targets, Nature, doi:10.1038/s41586-019-1368-z [the full paper is free to access at this link]