## 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 0.221 1.119 0.997
2 WRF D-1 -1.712 2.303 1.765
3 WRF D-2 -2.933 3.225 2.933
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.375 1.816 1.476
2 WRF D-1 -1.282 1.702 1.379
3 WRF D-2 -0.915 1.571 1.236
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.708 13.582
2 WRF D-1 44.705 30.589
3 WRF D-2 34.029 26.069

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.257 1.081 0.882
2 WRF D-1 -2.083 2.525 2.083
3 WRF D-2 -3.424 3.633 3.424
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.532 2.764 2.539
2 WRF D-1 -2.289 2.633 2.302
3 WRF D-2 -2.012 2.269 2.024
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.823 16.878
2 WRF D-1 35.364 25.574
3 WRF D-2 37.642 29.227

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.351 1.227 0.978
2 WRF D-1 -1.297 1.856 1.368
3 WRF D-2 -2.838 3.050 2.838
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.051 2.247 2.070
2 WRF D-1 -1.979 2.185 2.003
3 WRF D-2 -1.945 2.155 1.970
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.913 23.245
2 WRF D-1 57.293 49.422
3 WRF D-2 53.563 46.926

Time-Series

Temperature (K)

## Warning: Removed 544 rows containing missing values (geom_point).
## Warning: Removed 544 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)