pastas.stats.dutch.gvg#

gvg(series, tmin=None, tmax=None, fill_method='linear', limit=8, output='mean', min_n_meas=2, min_n_years=8, year_offset='a')[source]#

Calculate the ‘Gemiddelde Voorjaars Grondwaterstand’ (Average Spring Groundwater Level).

Parameters
  • series (pandas.Series with a DatetimeIndex) – The pandas Series of which the statistic is determined

  • tmin (pandas.Timestamp, optional) – The lowest index to take into account

  • tmax (pandas.Timestamp, optional) – The highest index to take into account

  • fill_method (str, optional) – see .. :mod: pastas.stats.__gxg__

  • limit (int or None, optional) – Maximum number of days to fill using fill method, use None to fill nothing

  • output (str, optional) – output type * ‘mean’ (default) : for mean of yearly values * ‘yearly’: for series of yearly values * ‘g3’: for series with selected data for calculating statistic * ‘semimonthly’: for series with all data points (14th, 28th of each month)

  • min_n_meas (int, optional) – Minimum number of measurements per year (at maximum 3)

  • min_n_years (int, optional) – Minimum number of years

  • year_offset (resampling offset. Use 'a' for calendar years) – (jan 1 to dec 31) and ‘a-mar’ for hydrological years (apr 1 to mar 31)

Returns

Series of yearly values or mean of yearly values

Return type

pandas.Series or scalar

Notes

Classic method resampling the series to every 14th and 28th of the month. Taking the mean of the values on March 14, March 28 and April 14.