Diagnostics#

Huracanpy module for tracks diagnostics

Module containing functions to compute lifecycle stage

huracanpy.diags.lifecycle.time_from_genesis(data)[source]#

Output the time since genesis for each TC point

Parameters:: data (TYPE) – DESCRIPTION.
Returns:: The time_from_genesis series. You can append it to your tracks by running tracks[“time_from_genesis”] = time_from_genesis(tracks)
Return type:: xarray.DataArray

huracanpy.diags.lifecycle.time_from_extremum(data, varname, stat=<built-in function max>)[source]#

Parameters:

Module containing function to compute track densities

huracanpy.diags.track_density.simple_global_histogram(lon, lat, bin_size=5, N_seasons=1)[source]#

Function to compute the track density, based on a simple 2D histogram.

Parameters:

lon (xarray.DataArray) – longitude series
lat (xarray.DataArray) – latitude series
bin_size (int or float, optional) – The size in degree of the bins. The default is 5.
N_seasons (int, optional) – Number of season (will be used to divide the final results, so that is represents points/year). The default is 1.

Returns:

Histogram representing number of point per bin per season.

Return type:

xarray.DataArray

Module containing functions to compute track statistics

huracanpy.diags.track_stats.duration(tracks)[source]#

Compute the duration of each track

huracanpy.diags.track_stats.gen_vals(tracks)[source]#

Shows the attributes for the genesis point of each track

huracanpy.diags.track_stats.extremum_vals(tracks, varname, stat='max')[source]#

Shows the attribute for the extremum point of each track

Parameters:

tracks (xarray.DataSet)
var (str) – The extremum variable
stat (str, optional) – Type of extremum. Can be “min” or “max”. The default is “max”.

Raises:

NotImplementedError – If another value than “min” and “max” is given to stat

Returns:

Dataset containing only extremum points, with track_id as index.

Return type:

xarray.Dataset

Module containing functions to compute translation speed

huracanpy.diags.translation_speed.translation_speed(data)[source]#

Compute translation speed along tracks

Parameters:: data (xarray.Dataset)
Returns:: Translation speeds. Output is stored for points that correspond to the middle of two consecutive points in the initial dataset.
Return type:: xarray.Dataset