vtools.climatology_quantiles

climatology_quantiles(ts, min_day_year, max_day_year, window_width, quantiles=[0.05, 0.25, 0.5, 0.75, 0.95])

” Create windowed quantiles across years on a time series

Parameters

ts: DataFrame or Series

DataStructure to be analyzed.

min_day_year: int

Minimum Julian day to be considered

freq: period [“day”,”month”]

Maximum Julian day to be considered

window_width: int

Number of days to include, including the central day and days on each side. So for instance window_width=15 would span the central date and 7 days on each side

quantiles: array-like

quantiles requested

Returns:

out: DataFrame or Series Data structure with Julian day as the index and quantiles as columns.