The crucial feature of the jointly simulated realisations of PfPR2–10 was that they could be aggregated over arbitrary spatial and/or temporal regions to generate posterior predictive distributions of mean PfPR2–10, constituting appropriate models of regional uncertainty. In this example, such predicted distributions are provided at three different scales, predicting mean PfPR2–10 for the entire African continent (i); across the nations of Ghana (ii), Democratic Republic of Congo (iv) and Kenya (vi); and across a first administrative level unit of those countries (Ashanti Region, Ghana(iii); Kinshasa Province, DRC (v); Nyanza Province, Kenya (vii)).