Returns a list with the default parameterization for interpolation. Most parameter values are set according to Thornton et al. (1997).
defaultInterpolationParams()
A list with the following items (default values in brackets):
initial_Rp [= 140000]
: Initial truncation radius.
iterations [= 3]
: Number of station density iterations.
alpha_MinTemperature [= 3.0]
: Gaussian shape parameter for minimum temperature.
alpha_MaxTemperature [= 3.0]
: Gaussian shape parameter for maximum temperature.
alpha_DewTemperature [= 3.0]
: Gaussian shape parameter for dew-point temperature.
alpha_PrecipitationEvent [= 5.0]
: Gaussian shape parameter for precipitation events.
alpha_PrecipitationAmount [= 5.0]
: Gaussian shape parameter for the regression of precipitation amounts.
alpha_Wind [= 3.0]
: Gaussian shape parameter for wind.
N_MinTemperature [= 30]
: Average number of stations with non-zero weights for minimum temperature.
N_MaxTemperature [= 30]
: Average number of stations with non-zero weights for maximum temperature.
N_DewTemperature [= 30]
: Average number of stations with non-zero weights for dew-point temperature.
N_PrecipitationEvent [= 5]
: Average number of stations with non-zero weights for precipitation events.
N_PrecipitationAmount [= 20]
: Average number of stations with non-zero weights for the regression of precipitation amounts.
N_Wind [= 2]
: Average number of stations with non-zero weights for wind.
St_Precipitation [= 5]
: Number of days for the temporal smoothing of precipitation.
St_TemperatureRange [= 15]
: Number of days for the temporal smoothing of temperature range.
pop_crit [= 0.50]
: Critical precipitation occurrence parameter.
f_max [= 0.6]
: Maximum value for precipitation regression extrapolations (0.6 equals to a maximum of 4 times extrapolation).
wind_height [= 10]
: Wind measurement height (in m).
Thornton, P.E., Running, S.W., White, M. A., 1997. Generating surfaces of daily meteorological variables over large regions of complex terrain. J. Hydrol. 190, 214<U+2013>251. doi:10.1016/S0022-1694(96)03128-9.
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.