Why Climate Sensitivity Has Not Narrowed

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Equilibrium climate sensitivity — the eventual warming that follows a doubling of atmospheric carbon dioxide — was estimated in a 1979 report at somewhere between 1.5 and 4.5 degrees. Four decades later, after an enormous increase in observational coverage and in computing power, the range quoted in assessment reports had barely moved. Commentators have periodically offered this as evidence that the field is not making progress, on the reasonable-sounding principle that a science which gathers more data ought to converge. The inference is mistaken, and the reason it is mistaken is worth following. The range is not a margin of measurement error, of the sort that shrinks as observations accumulate. Sensitivity is governed largely by the response of clouds to warming, and clouds form and dissipate at scales far smaller than any global model can resolve; they must therefore be represented by parameterizations, compact formulas standing in for processes the model cannot simulate directly. Several parameterizations are defensible on the physics, and they imply different sensitivities. Uncertainty of this kind is structural rather than statistical, and feeding more data into a structurally uncertain model does not necessarily narrow it. It can widen it, by revealing that models which agree about the observed past diverge about the unobserved future. The narrowing that did eventually arrive, to roughly 2.6 to 3.9 degrees, came from a change of method rather than from better models. Rather than polling model outputs, assessments combined independent lines of evidence — the instrumental record of the past century, reconstructions of past warm and cold climates, and process-level understanding of individual feedbacks — and required a value to be consistent with all of them at once. The lines fail in different ways, so agreement among them carries weight that agreement among models does not. The lesson generalizes past this case. Where uncertainty is structural, progress looks less like increasing precision than like triangulation, and a range that refuses to move is not by itself evidence of a field standing still.
The primary purpose of the passage is to
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