In assessing the state of knowledge about climate change, scientists have developed a careful terminology for expressing uncertainties around both statements of fact about a current situation (for example, “most observed warming can be attributed to human action”) and statements about the likelihoods of various future outcomes (for example, “sea level could rise by several feet by 2100”). The IPCC, in particular, has devoted serious debate and discussion to appropriate ways of expressing and dealing with uncertainty around such statements (Moss and Schneider, 2000), and all recent IPCC assessments have adopted a set of terminology to describe the degree of confidence in conclusions (see, e.g., Manning et al., 2004). In estimating confidence, scientific assessment teams draw on information about “the strength and consistency of the observed evidence, the range and consistency of model projections, the reliability of particular models as tested by various methods, and, most importantly, the body of work addressed in earlier synthesis and assessment reports” (USGCRP, 2009). It is easier to employ precise uncertainty language in situations where conclusions are based on extensive quantitative data or models than in areas where data are less extensive, important research is qualitative, or models are in an earlier stage of development. Statements about the future are also generally more uncertain than statements of fact about observed changes or current trends.
Table D.1 shows the language adopted by the IPCC to describe confidence about facts or the likelihood that a statement is accurate. The U.S. Global Change Research Program’s recent assessment report on Global Climate Change Impacts on the United States(USGCRP, 2009) uses similar language. In this report, Advancing the Science of Climate Change, when we draw directly on the statements of the formal national and international assessments, we adopt their terminology to describe uncertainty. However, because of the more concise nature and intent of this report, we do not attempt to quantify confidence and certainty about every statement of the science.
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APPENdIX d
Uncertainty Terminology
I
n assessing the state of knowledge about climate change, scientists have devel-
oped a careful terminology for expressing uncertainties around both statements of
fact about a current situation (for example, “most observed warming can be attrib-
uted to human action”) and statements about the likelihoods of various future out-
comes (for example, “sea level could rise by several feet by 2100”). The IPCC, in particu-
lar, has devoted serious debate and discussion to appropriate ways of expressing and
dealing with uncertainty around such statements (Moss and Schneider, 2000), and all
recent IPCC assessments have adopted a set of terminology to describe the degree of
confidence in conclusions (see, e.g., Manning et al., 2004). In estimating confidence, sci-
entific assessment teams draw on information about “the strength and consistency of
the observed evidence, the range and consistency of model projections, the reliability
of particular models as tested by various methods, and, most importantly, the body of
work addressed in earlier synthesis and assessment reports” (USGCRP, 2009). It is easier
to employ precise uncertainty language in situations where conclusions are based
on extensive quantitative data or models than in areas where data are less extensive,
important research is qualitative, or models are in an earlier stage of development.
Statements about the future are also generally more uncertain than statements of fact
about observed changes or current trends.
Table D.1 shows the language adopted by the IPCC to describe confidence about
facts or the likelihood that a statement is accurate. The U.S. Global Change Research
Program’s recent assessment report on Global Climate Change Impacts on the United
States(USGCRP, 2009) uses similar language. In this report, Advancing the Science of
Climate Change, when we draw directly on the statements of the formal national and
international assessments, we adopt their terminology to describe uncertainty. How-
ever, because of the more concise nature and intent of this report, we do not attempt
to quantify confidence and certainty about every statement of the science.
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APPENdIX d
TABLE D.1 Language Adopted by the IPCC to Describe Confidence About Facts or the
Likelihood of an Outcome
Terminology for Describing Confidence About Facts
Very high confidence At least 9 out of 10 chance of being correct
High confidence About 8 out of 10 chance
Medium confidence About 5 out of 10 chance
Low confidence About 2 out of 10 chance
Very low confidence Less than 1 out of 10 chance
Terminology for Describing Likelihood of an Outcome
Virtually certain More than 99 chances out of 100
Extremely likely More than 95 chances out of 100
Very likely More than 90 chances out of 100
Likely More than 65 chances out of 100
More likely than not More than 50 chances out of 100
About as likely as not Between 33 and 66 chances out of 100
Unlikely Less than 33 chances out of 100
Very unlikely Less than 10 chances out of 100
Extremely unlikely Less than 5 chances out of 100
Exceptionally unlikely Less than 1 chance out of 100
SOURCE: IPCC (2007a).