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Script fits a non-stationary GEV (dependent on the warming level) to each each timeseries of values for a given indicator and ISIMIP-simulation of a given model as well as its GMT and then returns return period values for each position and warming level. Returns an xr.Dataset with dimensions (lat, lon, return_period, warming_level) that includes the values of the return periods modeled in the GEV dependent on the warming level and lat, lon for each.
Can be used with
rime-fit-distribution
!For now only works for precipitation maxima because of assumptions made on the influence of GMT on the GEV parameters.!