Returns a list with the default parameterization for statistical correction.
defaultCorrectionParams()A list with the following items (default values in brackets):
methods: A list with the correction method for each variable (options are "unbias" (shift of the mean), "scaling" (factor multiplication), "quantmap" (empirical quantile mapping) or "none" (for no correction)). Defaults are:
MeanTemperature = "unbias"
MinTemperature = "quantmap"
MaxTemperature = "quantmap"
Precipitation = "quantmap"
MeanRelativeHumidity = "unbias"
Radiation = "unbias"
WindSpeed = "quantmap"
fill_wind [= TRUE]: A logical flag to fill wind speed values with uncorrected values when reference data is missing.
allow_saturated [= FALSE]: A logical flag to indicate whether relative humidity values above saturation (>100%) are permitted (bias correction is performed on specific humidity).
wind_height [= 10]: Wind measurement height (in m).
qstep [= 0.01]: a numeric value between 0 and 1. Quantile mapping is fitted only for the quantiles defined by quantile(0,1,probs=seq(0,1,by=qstep).
Miquel De Cáceres Ainsa, CREAF
De Caceres M, Martin-StPaul N, Turco M, Cabon A, Granda V (2018) Estimating daily meteorological data and downscaling climate models over landscapes. Environmental Modelling and Software 108: 186-196.
MeteorologyInterpolationData, MeteorologyUncorrectedData