Climate Scientists Erring on the Side of Least Drama

A paper recently published in Global Environmental Change by Brysse et al. (2012) examined a number of past predictions made by climate scientists, and found that that they have tended to be too conservative in their projections of the impacts of climate change.  The authors thus suggest that climate scientists are biased toward overly cautious estimates, erring on the side of less rather than more alarming predictions, which they call "erring on the side of least drama" (ESLD).

In this paper, Brysse et al. examined research evaluating past climate projections, and considered the pressures which might cause climate scientists to ESLD.

Conservative Climate Projections

While we have recently shown that the Intergovernmental Panel on Climate Change (IPCC) temperature projections have been exceptionally accurate, several other projections in the IPCC reports have been far too conservative. 

Sea Level Rise

For example, Rahmstorf (2007) and more recently Rahmstorf et al. (2012) showed that sea level is rising at a rate inconsistent with all but the highest IPCC scenarios (Figure 1).  Rahmstorf et al. (2012) concluded,

"The satellite-based linear trend 1993–2011 is 3.2 ± 0.5 mm yr-1, which is 60% faster than the best IPCC estimate of 2.0 mm yr-1 for the same interval"

RFC12 Fig 2

Figure 1: Sea level measured by satellite altimeter (red with linear trend line; AVISO data from Centre National d’Etudes Spatiales) and reconstructed from tide gauges (orange, monthly data from Church and White 2011). Tide gauge data were aligned to give the same mean during 1993–2010 as the altimeter data. The scenarios of the IPCC are again shown in blue (third assessment) and green (fourth assessment); the former have been published starting in the year 1990 and the latter from 2000.

The main reason these sea level rise projections have been too low and that the IPCC almost certainly underestimates future sea level rise is that their models do not include the effects of dynamic ice processes from chunks of ice breaking off into the ocean ("calving"), then melting.  The IPCC approach in attempting to account for these processes considers recent contributions to sea level rise from ice sheet melt, then "assume that this contribution will persist unchanged."  This is certainly a conservative approach, and the primary reason their sea level projections have been low.

Arctic Sea Ice Decline

Three years after the IPCC Fourth Assessment Report was drafted, the 2009 Copenhagen Diagnosis examined the latest climate research to effectively update the IPCC report.  In addition to confirming the Rahmstorf finding that the IPCC has underestimated sea level rise, the Copenhagen Diagnosis also found that the IPCC has dramatically understimated the decline in Arctic sea ice extent (Figure 2).

Copenhagen sea ice

Figure 2: Observed vs. IPCC modeled annual minimum Arctic sea ice extent

In 2012, Arctic sea ice melt shattered the previous record low, to levels unseen in millennia, increasing the margin by which IPCC projections have been too conservative.

CO2 Emissions

A 2009 report by the US National Research Council (NRC), Committee on Strategic Advice on the U.S. Climate Change Science Program found that the IPCC had also underestimated recent CO2 emissions from developing countries. 

"The IPCC projections are based on estimates that CO2 emissions in China increased at an annual rate of about 3 to 4 percent during the past 10 years (IPCC, 2007a; IEA, 2007), but a subsequent province-based inventory concluded that emissions actually increased at a higher rate of about 10 to 11 percent (Auffhammer and Carson, 2008)....Emissions from a number of other developed countries were also higher than agreed-to targets."

The Copenhagen Diagnosis similarly found that in addition to underestimating sea level rise, human CO2 emissions have tracked towards the highest IPCC scenarios.

IEA vs. SRES 2011

Figure 3: IEA fossil fuel CO2 emissions estimates vs. IPCC SRES emissions scenarios.

Permafrost Melt and Carbon Feedback

The Copenhagen Diagnosis notes that the global warming amplification (feedback) from carbon released as a result of permafrost melting has not been accounted for in any of the IPCC projections.  A recent UN Environment Programme report warned that failing to account for this feedback will result in an underestimate of future warming.

Other Climate Impacts

The NRC report notes that according to Déry and Brown (2007), northern hemisphere snow cover may also be declining at a faster-than-expected rate, and the Copenhagen Diagnosis states that rainfall has become more intense in already rainy areas, and "recent changes have occurred faster than predicted".

So while the IPCC and the climate science community in general has under-predicted quite a few climate impacts, there are very few examples where they have over-predicted these changes.

"Erring on the Side of Least Drama" (ESLD) to Avoid Alarmism

The IPCC and climate scientists are often accused of "alarmism", but clearly Brysse et al. demonstrates that these accusations are wholly unfounded and misplaced.

"Our analysis of the available studies suggests that if a bias is operative in the work of climate scientists, it is in the direction of under-predicting, rather than over-predicting, the rate and extent of anthropogenic climate change."

In fact, Brysse et al. suggest that these frequent accusations of "alarmism" and other climate contrarian attacks on climate scientists may be one reason why climate scientists have under-predicted climate change, or erred on the side of least drama.

"The frequent attacks on Stephen Schneider—as well as attacks on other climate scientists such as Benjamin Santer and Michael Mann—suggests that one possible reason why scientists may have underestimated the threat of anthropogenic warming is the fear that if they don’t, they will be accused by contrarians (as was Schneider) of being alarmist fear-mongers. That is to say, pressure from skeptics and contrarians and the risk of being accused of alarmism may have caused scientists to understate their results."

However, Brysse et al. note that from a scientific and statistical standpoint, under-predicting an effect by 10% is no less wrong than over-predicting an effect by 10%.  Therefore, ESLD can introduce a systematic bias that leads to a reduction in the accuracy of climate projections. 

The Ozone Example

Between 2008 and 2011, Brysse et al. conducted a series of interviews with numerous scientists studying and assessing ozone depletion.  In February of 1992, NASA scientists studying the Arctic atmosphere issued a press release warning that a major Arctic ozone hole, like the one over Antarctica, could develop that spring.  While the science behind the prediction was correct, unexpected factors intervened, and Arctic ozone depletion in 1992 was not as severe as the scientists anticipated.

"In the aftermath of the unrealized 1992 Arctic ozone hole prediction, NASA scientists were severely criticized in the conservative press for crying wolf, causing unnecessary panic, and acting according to emotional imperatives or an environmental agenda instead of according to the dictates of scientific objectivity."

Subsequent to the barrage of criticism over this event, NASA has become more cautious in issuing press releases.  Many scientists who researched ozone depletion have now become involved in the IPCC reports.  In an interview in 2009, ozone researcher Jonathan Shanklin suggested that scientific assessments operate according to the "crying wolf principle: if you cry wolf too often, then nobody believes you anymore, and the sky does fall in", and also suggested that in the case of recent IPCC predictions of future climate change, scientists’ "best guess for many of these [scenarios] were actually worse than those in the report." 

In other words, Shanklin suggests that the IPCC under-predicts climate impacts in order to avoid losing credibility due to ...accusations of "alarmism".  Other scientists interviewed by Brysse who were involved in ozone research and the IPCC reports shared similar opinions.

Other Causes of ESLD

In addition to fear of being labeled as "alarmist" Brysse et al. discusses other possible causes of ESLD.  For example, scientists tend to invoke the "principle of least astonishment", whereby they typically choose the simplest of two possible hypotheses.  However, the rate that climate impacts like Arctic sea loss and sea level rise are occurring and will occur is rather astonishing.  Similarly, scientific conservatism introduces "an inherent bias in favor of existing knowledge and presumptions, and the avoidance of conclusions that seem excessively dramatic."

Brysse et al. also believe "that the basic, core values of scientific rationality contribute to an unintended bias against dramatic outcomes...scientists are skeptical of all new claims, and ceteris paribus, the more dramatic the claim, the more skeptical they are likely to be."  Dramatic claims open scientists to criticisms not just from climate contrarians, but to their own peers as well.

The Dangers of ESLD

To sum up, climate scientists have tended to systematically under-predict many impacts resulting from climate change.  Brysse et al. suggest they do so in "erring on the side of least drama" (ESLD)

However, the conservative bias imposed by ESLD produces a dangerous result.

"If climate scientists and assessors are erring on the side of least drama in their predictions, then they are not preparing policymakers and the public for the worst, because they are underpredicting what the worst outcomes might be."

We will give the final word to Brysse et al.

"Our hypothesis of ESLD is not meant as a criticism of scientists. The culture of science has in most respects served humanity very well. Rather, ESLD provides a context for interpreting scientists’ assessments of risk-laden situations, a challenge faced by the public and policy-makers. In attempting to avoid drama, the scientific community may be biasing its own work—a bias that needs to be appreciated because it could prevent the full recognition, articulation, and acknowledgment of dramatic natural phenomena that may, in fact, be occurring. After all, some phenomena in nature are dramatic. If the drama arises primarily from social, political, or economic impacts, then it is crucial that the associated risk be understood fully, and not discounted."

Note: the Brysse et al. results have been incorporated into the rebuttal to the myth that the IPCC is alarmist.

Posted by dana1981 on Wednesday, 30 January, 2013

Creative Commons License The Skeptical Science website by Skeptical Science is licensed under a Creative Commons Attribution 3.0 Unported License.