mesmer.io.load_mesmer.load_mesmer_output

mesmer.io.load_mesmer.load_mesmer_output#

mesmer.io.load_mesmer.load_mesmer_output(name, cfg, method_str='_', preds_str='_', targs_str='_', esm_str='_', scen_str='', mid_path=None)#

Load saved MESMER output (parameters or emulations).

Parameters:

  • name (str) – saved MESMER output to load (e.g., “params_lt”, “emus_lv”, “emus_g”)

  • cfg (module) – config file containing metadata

  • method_str (str, optional) – method (e.g., “OLS”)

  • preds_str (st, optional) – predictos (e.g., “gttas”, “gttas_gttas2”)

  • targs_str (str, optional) – target variables (e.g., “tas”)

  • esm_str (str, optional) – Earth System Model (e.g., “CanESM2”, “CanESM5”)

  • scen_str (str, optional) – scenario (e.g., “rcp85”, “ssp585”, “h-ssp585”)

  • mid_path (str, optional) – middle part of pathway depending on what exactly want to load (e.g., “local/local_trends”)

Returns:

dict_out (dict) – loaded MESMER output dictionary

  • [xx] (depending on the loaded output)

Notes

  • This function can only load a single .pkl file at every call

  • If multiple files exist for the given input strings, an empty dictionary is returned

  • If no file exists for the given input strings, an empty dictionary is returned

  • Also partial strings are accepted (with the exception of esm_str, where the full ESM name is needed): e.g.:

    • scen_str=”h-” for joint historical + ssp scenarios

    • scen_str=”hist” for separated historical + ssp scenarios

  • If no mid_path is provided the default MESMER structure for saved params and emus is assumed