## 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 0.922 1.793 1.492
2 WRF D-1 0.368 2.053 1.780
3 WRF D-2 0.733 1.398 1.126
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.544 2.795 2.321
2 WRF D-1 -2.691 3.389 2.966
3 WRF D-2 -1.460 2.553 2.017
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 26.836 21.018
2 WRF D-1 37.279 29.856
3 WRF D-2 35.210 21.880

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.235 2.189 1.617
2 WRF D-1 0.395 2.559 2.064
3 WRF D-2 -0.217 1.758 1.311
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.351 2.640 2.373
2 WRF D-1 -2.155 2.611 2.197
3 WRF D-2 -2.308 2.692 2.335
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.028 19.142
2 WRF D-1 32.104 26.484
3 WRF D-2 35.916 28.923

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.305 2.841 2.376
2 WRF D-1 2.605 3.698 3.033
3 WRF D-2 1.231 2.056 1.710
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.277 2.078 1.657
2 WRF D-1 -1.126 1.995 1.574
3 WRF D-2 -1.179 2.011 1.575
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 82.381 59.760
2 WRF D-1 98.223 74.304
3 WRF D-2 87.119 66.800

Time-Series

Temperature (K)

## Warning: Removed 328 rows containing missing values (geom_point).
## Warning: Removed 328 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)