## Warning in rgl.init(initValue, onlyNULL): RGL: unable to open X11 display
## Warning: 'rgl.init' failed, running with 'rgl.useNULL = TRUE'.

Forecast Hour Evaluation for JFK

JFK - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.075 1.304 1.145
2 WRF D-1 -0.171 1.031 0.880
3 WRF D-2 -0.433 1.147 0.925
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.238 2.889 2.286
2 WRF D-1 -1.676 2.435 1.787
3 WRF D-2 -1.715 2.321 1.800
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.752 20.469
2 WRF D-1 22.905 17.760
3 WRF D-2 28.088 21.527

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.343 1.035 0.862
2 WRF D-1 -0.894 1.038 0.935
3 WRF D-2 -0.956 1.208 1.032
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.968 3.218 2.968
2 WRF D-1 -2.445 2.768 2.445
3 WRF D-2 -2.478 2.767 2.481
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.468 22.962
2 WRF D-1 25.590 20.679
3 WRF D-2 27.943 22.914

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.086 1.009 0.881
2 WRF D-1 -0.541 0.705 0.563
3 WRF D-2 -0.497 0.810 0.623
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.724 2.160 1.882
2 WRF D-1 -1.685 2.091 1.838
3 WRF D-2 -1.678 2.084 1.834
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 48.747 41.183
2 WRF D-1 21.184 18.676
3 WRF D-2 27.130 24.110

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)