climepi.ClimEpiDatasetAccessor

class climepi.ClimEpiDatasetAccessor(xarray_obj)

Accessor class for xarray datasets accessed through the .climepi attribute.

Provides core methods, including for computing temporal and ensemble statistics, and for plotting.

__init__(xarray_obj)

Methods

__init__(xarray_obj)
ensemble_stats([data_var, ...])	Compute a range of ensemble statistics for a data variable.
monthly_average([data_var])	Compute the monthly mean of a data variable.
plot_map([data_var, include_ocean])	Generate a map plot of a data variable.
plot_time_series([data_var])	Generate a time series plot of a data variable.
plot_uncertainty_interval_decomposition([...])	Plot contributions of climate uncertainty sources to uncertainty intervals.
plot_variance_decomposition([data_var, ...])	Plot decomposition of variance from different climate uncertainty sources.
run_epi_model(epi_model, **kwargs)	Run the epidemiological model on a climate dataset.
sel_geo(location[, lon, lat])	Get data for the nearest grid point(s) to a specified location(s).
temporal_group_average([data_var, frequency])	Compute the group average of a data variable.
uncertainty_interval_decomposition([...])	Decompose uncertainty interval contributions.
variance_decomposition([data_var, fraction, ...])	Decompose variance contributions from different climate uncertainty sources.
yearly_average([data_var])	Compute the yearly mean of a data variable.
yearly_portion_suitable([...])	Calculate the portion of each year that is suitable given suitability data.