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Fig. S1 Map of study sites in the four North American deserts indicating the plant species that were measured at each site.

Fig. S2 Figure of model goodness-of-fit.

Table S1 Statistics used to propagate uncertainty in the reported stomatal conductance values associated with the measurement/observation error model in Eqn 2

Table S2 Posterior medians and 95% credible intervals (CIs) for time- and species-specific parameters in Eqn 5

Table S3 Posterior medians and 95% credible intervals (CIs) for time- and desert-specific parameters in Eqn 6

Notes S1 Description of the random effects models and priors.

Notes S2 OpenBUGS code for the hierarchical Bayesian model of stomatal conductance.

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