A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
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User API
=============
Routines
------------------
Diagnostic Routine
^^^^^^^^^^^^^^^^^^^^^^^
The routine below is the primary routine for extracting variables from a
WRF-ARW NetCDF file (or sequence of files) and performing diagnostic
calculations.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.getvar
Interpolation Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are the primary routines used for performing interpolation
calculations.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.interplevel
wrf.vertcross
wrf.interpline
wrf.vinterp
Lat-Lon to/from XY Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are used for converting back and forth between xy-grid
space and latitude-longitude space.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.ll_to_xy
wrf.xy_to_ll
wrf.ll_to_xy_proj
wrf.xy_to_ll_proj
Numpy Extraction Routine
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
The routine below is used to extract a :class:`numpy.ndarray` from a
:class:`xarray.DataArray`. This routine must be used before passing
the array object to a compiled extension.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.to_np
Variable Extraction Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are primarily used internally by :meth:`wrf.getvar`, but
some users may find them useful to manually extract variables from a
WRF NetCDF file (or a sequence of NetCDF files).
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.extract_vars
wrf.combine_files
wrf.extract_dim
wrf.extract_global_attrs
wrf.extract_times
Plotting Helper Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are used to assist with plotting.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.geo_bounds
wrf.get_cartopy
wrf.get_basemap
wrf.get_pyngl
wrf.cartopy_xlim
wrf.cartopy_ylim
Raw Diagnostic Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below can be used when working with variables that are not
contained in a WRF-ARW NetCDF file. They can also be used with non-WRF data.
However, if you are working with WRF-ARW NetCDF files,
use :meth:`wrf.getvar` instead.
Keep in mind that these routines were developed for WRF-ARW, so your mileage
may vary when working with non-WRF data. Also, the vast majority of these
routines do not allow for missing values in any of the input arrays, so make
sure they are removed before calling these routines.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.xy
wrf.interp1d
wrf.interp2dxy
wrf.interpz3d
wrf.slp
wrf.tk
wrf.td
wrf.rh
wrf.uvmet
wrf.smooth2d
wrf.cape_2d
wrf.cape_3d
wrf.cloudfrac
wrf.ctt
wrf.dbz
wrf.srhel
wrf.udhel
wrf.avo
wrf.pvo
wrf.eth
wrf.wetbulb
wrf.tvirtual
wrf.omega
wrf.pw
Configuration Routines
^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are used to configure wrf-python by enabling or
disabling third party packages. For the most part, these settings are
configured automatically based on the presence of a third party package.
However, disabling xarray can be useful when you want to turn off all metadata
in one place.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.xarray_enabled
wrf.disable_xarray
wrf.enable_xarray
wrf.cartopy_enabled
wrf.disable_cartopy
wrf.enable_cartopy
wrf.basemap_enabled
wrf.disable_basemap
wrf.enable_basemap
wrf.pyngl_enabled
wrf.enable_pyngl
wrf.disable_pyngl
wrf.set_cache_size
wrf.get_cache_size
Miscellaneous Routines
^^^^^^^^^^^^^^^^^^^^^^^^^^
The routines below are primarily used internally, but some users may find
them helpful for other purposes.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.is_time_coord_var
wrf.get_coord_pairs
wrf.is_multi_time_req
wrf.is_multi_file
wrf.has_time_coord
wrf.is_mapping
wrf.latlon_coordvars
wrf.is_coordvar
wrf.get_iterable
wrf.is_moving_domain
wrf.npbytes_to_str
wrf.is_standard_wrf_var
wrf.is_staggered
wrf.get_left_indexes
wrf.iter_left_indexes
wrf.get_right_slices
wrf.get_proj_params
wrf.psafilepath
wrf.get_id
wrf.getproj
wrf.cache_item
wrf.get_cached_item
------------------------
Classes
----------------------
Exceptions
^^^^^^^^^^^^^^
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.DiagnosticError
CoordPair Class
^^^^^^^^^^^^^^^^^^^^^^^
The class below is used for storing coordinate metadata from routines that
use a single point for an (x, y) or (lat, lon) location.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.CoordPair
CoordPair Methods
~~~~~~~~~~~~~~~~~~~~~~~
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.CoordPair.latlon_str
wrf.CoordPair.xy_str
GeoBounds Class
^^^^^^^^^^^^^^^^^^^^^^^
The class below is used for specifying geographic boundaries.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.GeoBounds
Projection Classes
^^^^^^^^^^^^^^^^^^^^^^^^
The classes below are used to hold the projection information in the
'projection' entry within a :attr:`xarray.DataArray.attrs` attribute.
Projection Base Class
~~~~~~~~~~~~~~~~~~~~~~~~
The base class for all map projection types.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.WrfProj
Projection Base Class Methods
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
The class methods for all projection types.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.WrfProj.basemap
wrf.WrfProj.cartopy
wrf.WrfProj.cartopy_xlim
wrf.WrfProj.cartopy_ylim
wrf.WrfProj.pyngl
wrf.WrfProj.cf
wrf.WrfProj.proj4
Projection Subclasses
~~~~~~~~~~~~~~~~~~~~~~~~
See :class:`wrf.WrfProj` for methods and attributes.
.. autosummary::
:nosignatures:
:toctree: ./generated/
wrf.NullProjection
wrf.LambertConformal
wrf.Mercator
wrf.PolarStereographic
wrf.LatLon
wrf.RotatedLatLon