R Package to process and verify wind forecasts from weather models
Install from GitHub with
# install.packages("devtools")
devtools::install_github('bhlmn/WindVerification')convertunits - convert wind speeds from one unit to another
getbae - calculate the bivariate absolute error for a forecast/observation wind vector pair
getbmae - calculate bivariate mean absolute error over many forecast/observation wind vector pairs
getmvrank - calculate a multivariate rank given EMOS parameters (to populate a multivariate rank histogram)
getenorm - calculate the two dimensional Eucledian norm
getesapprox - perform an energy score approximation given bivariate PDF parameters
getes - calculate the energy score for a discrete ensemble
getmvrank - calculate a multivariate rank given a discrete ensemble (to populate a multivariate rank histogram)
getuv - convert wind speed and wind direction into u and v wind components
getwspdwdir - convert u and v wind components into wind speed and wind direction
getwdirerror - calculate the wind direction error of a forecast/observation pair
ndbc10m - calculate 10-m winds for a vector of wind speed measurements according to Hsu et al. (1994)
winds10m - calculate 10-m winds for a vector of wind speed measurements using direction dependent surface roughness information