Files to make Fig. 3

mean_var_all: The overall mean and variance of the ensemble members at all locations and all years 1400-2011. Available in .mat and .txt formats. 

Histos_20Ys: Matlab structure. Contains the mean and variance of the posterior draws for 20-year intervals, beginning in 1852--1871. Also contains bin centers and counts used to make histograms. barplot_tops.m is a required subroutine and should not be touched. 

Sim_CRU_obs_MaxVals_20yrs.m: Simulates CRU observations over 20 year intervals. Finds the site-wise maxima, and largest values. This must be run prior to the next file.  EarthChordDistances is a required subroutine and should not be touched. 

Spatial_ExtremeHisto_vMimic_CRU_20yrs.m: Replicates Fig. 3 from the paper, with the option of using different 20 year intervals. Note that Sim_CRU_obs_MaxVals_20yrs.m must be run first, to produce the simulations used here.