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Implemented QC functions

range

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range(min, max)

Description

missing

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missing(nodata=NaN)

Description

sesonalRange

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sesonalRange(min, max, startmonth=1, endmonth=12, startday=1, endday=31)

clear

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clear()

Description

force

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force()

Description

sliding_outlier

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sliding_outlier(winsz="1h", dx="1h", count=1, deg=1, z=3.5, method="modZ")

Description

mad

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mad(length, z=3.5, freq=None)

Description

Spikes_Basic

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Spikes_Basic(thresh=7, tol=0, length="15min")

Description

Spikes_SpektrumBased

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Spikes_SpektrumBased(filter_window_size="3h", raise_factor=0.15, dev_cont_factor=0.2,
                     noise_barrier=1, noise_window_size="12h", noise_statistic="CoVar",
                     smooth_poly_order=2)

Description

constant

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constant(eps, length, thmin=None)

Description

constants_varianceBased

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constants_varianceBased(plateau_window_min="12h", plateau_var_limit=0.0005,
                        var_total_nans=Inf, var_consec_nans=Inf)

Description

SoilMoistureSpikes

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SoilMoistureSpikes(filter_window_size="3h", raise_factor=0.15, dev_cont_factor=0.2,
                   noise_barrier=1, noise_window_size="12h", noise_statistic="CoVar")

Description

SoilMoistureBreaks

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SoilMoistureBreaks(diff_method="raw", filter_window_size="3h",
                   rel_change_rate_min=0.1, abs_change_min=0.01, first_der_factor=10,
                   first_der_window_size="12h", scnd_der_ratio_margin_1=0.05,
                   scnd_der_ratio_margin_2=10, smooth_poly_order=2)

Description

SoilMoistureByFrost

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SoilMoistureByFrost(soil_temp_reference, tolerated_deviation="1h", frost_level=0)

Description

SoilMoistureByPrecipitation

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SoilMoistureByPrecipitation(prec_reference, sensor_meas_depth=0,
                            sensor_accuracy=0, soil_porosity=0,
                            std_factor=2, std_factor_range="24h")

Description

Breaks_SpektrumBased

Signature

Breaks_SpektrumBased(diff_method="raw", filter_window_size="3h",
                     rel_change_rate_min=0.1, abs_change_min=0.01, first_der_factor=10,
                     first_der_window_size="12h", scnd_der_ratio_margin_1=0.05,
                     scnd_der_ratio_margin_2=10, smooth_poly_order=2)

Description