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The original article (Murphy et al 2015 Environ. Res. Lett. 10 084007) contained an incorrect map of rainfall intensity in figure 5(c). The correct version of figure 5 is shown below. The correct data were used in the analyses, and thus this error has no bearing on the interpretation of the data and conclusions.