## 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 -1.586 2.171 2.024
2 WRF D-1 -2.587 2.820 2.587
3 WRF D-2 -2.274 3.204 3.025
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.503 4.381 3.775
2 WRF D-1 -3.436 4.518 3.903
3 WRF D-2 -3.887 5.271 4.656
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 36.488 21.215
2 WRF D-1 36.695 20.440
3 WRF D-2 32.754 20.771

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.699 2.858 2.672
2 WRF D-1 -2.329 2.918 2.675
3 WRF D-2 -2.191 3.209 3.037
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -4.797 5.508 4.902
2 WRF D-1 -4.923 5.704 5.122
3 WRF D-2 -4.761 5.680 5.044
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.700 21.565
2 WRF D-1 54.793 30.451
3 WRF D-2 50.770 27.142

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.430 2.087 1.917
2 WRF D-1 -1.932 2.188 1.932
3 WRF D-2 -1.819 2.397 2.212
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.132 3.568 3.199
2 WRF D-1 -3.229 3.699 3.327
3 WRF D-2 -3.269 3.713 3.371
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.211 29.790
2 WRF D-1 44.295 35.852
3 WRF D-2 34.805 30.401

Time-Series

Temperature (K)

## Warning: Removed 296 rows containing missing values (geom_point).
## Warning: Removed 296 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)