ClimoDatasetAccessor.get

ClimoDatasetAccessor.get(*keys, quantify=None, standardize=False, units=None, normalize=False, runmean=None, add=None, subtract=None, multiply=None, divide=None, **kwargs)[source]

Call __getitem__, with optional post-processing steps and special behavior when variables are prefixed or suffixed with certain values.

Parameters

  • arg (var-spec or 2-tuple thereof) – The variable name. The following prefix and suffix shorthands are supported:

    • Prepend abs_ to return the absolute value of the result.

    • Append _latitude or _strength to return vertically and zonally integrated energy and momentum budget maxima or latitudes of maxima.

    • Append _1, _2, _anomaly, or _ratio to make a selection or take an anomaly pair difference using sel_pair.

    All names can be replaced with 2-tuples of the form (‘name’, kwargs) to pass keyword arguments positionally.

  • search_coords (bool, optional) – Whether to search for coordinates.

  • search_vars (bool, optional) – Whether to search for variables.

  • search_cf (bool, optional) – Whether to translate CF names.

  • search_registry (bool, optional) – Whether to translate registered names and aliases.

  • search_derivations (bool, optional) – Whether to perform registered derivations of coordinates or variables.

  • search_transformations (bool, optional) – Whether to perform registered transformations of coordinates or variables.

  • add_cell_measures (bool, optional) – Whether to add default cell measures to the coordinates.

  • quantify (bool, optional) – Whether to quantify the data with quantify().

  • units (unit-like, optional) – Convert the result to the input units with to_units.

  • standardize (bool, optional) – Convert the result to the standard units with to_standard_units.

  • normalize (bool, optional) – Whether to normalize the resulting data with normalize.

  • runmean (bool, optional) – Apply a length-runmean running mean to the time dimension with runmean.

  • add, subtract, multiply, divide (var-spec, optional) – Modify the resulting variable by adding, subtracting, multiplying, or dividing by this variable (passed to get).

  • long_name, short_name, standard_name, long_prefix, long_suffix, short_prefix, short_suffix (str, optional) – Arguments to be passed to CFVariableRegistry when constructing the cfvariable. Added as attributes to the DataArray.

  • **kwargs – Passed to reduce. Used to reduce dimensionality.

Returns

data (xarray.DataArray) – The data.