## 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 -0.025 0.910 0.757
2 WRF D-1 -1.105 1.393 1.246
3 WRF D-2 -0.165 1.459 1.251
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.626 2.368 1.856
2 WRF D-1 -1.226 2.279 1.726
3 WRF D-2 -0.389 2.025 1.619
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.107 23.439
2 WRF D-1 24.366 17.647
3 WRF D-2 29.778 22.559

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.796 1.276 1.031
2 WRF D-1 -2.490 2.704 2.490
3 WRF D-2 -1.587 1.943 1.783
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.886 3.500 3.037
2 WRF D-1 -2.947 3.560 3.100
3 WRF D-2 -2.763 3.534 2.998
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.710 30.462
2 WRF D-1 38.238 28.373
3 WRF D-2 38.080 30.203

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.487 1.169 0.985
2 WRF D-1 -1.220 1.532 1.232
3 WRF D-2 -0.264 1.064 0.919
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.737 2.428 2.005
2 WRF D-1 -1.726 2.485 2.028
3 WRF D-2 -1.749 2.470 2.019
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.038 55.271
2 WRF D-1 68.551 54.404
3 WRF D-2 63.208 50.761

Time-Series

Temperature (K)

## Warning: Removed 352 rows containing missing values (geom_point).
## Warning: Removed 352 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)