## 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 0.333 0.818 0.606
2 WRF D-1 0.696 0.927 0.771
3 WRF D-2 0.338 0.607 0.468
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.584 3.244 2.706
2 WRF D-1 -1.795 2.362 1.888
3 WRF D-2 -2.227 2.704 2.297
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.181 17.394
2 WRF D-1 30.649 23.751
3 WRF D-2 39.643 34.273

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.164 0.685 0.536
2 WRF D-1 0.257 0.486 0.356
3 WRF D-2 -0.111 0.771 0.600
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.500 3.181 2.606
2 WRF D-1 -2.356 2.939 2.435
3 WRF D-2 -2.287 2.947 2.396
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.079 27.825
2 WRF D-1 44.149 30.235
3 WRF D-2 42.194 29.450

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.287 1.206 1.080
2 WRF D-1 0.402 0.636 0.527
3 WRF D-2 0.079 1.026 0.956
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.055 1.781 1.438
2 WRF D-1 -1.047 1.799 1.480
3 WRF D-2 -1.009 1.814 1.499
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 99.191 79.504
2 WRF D-1 117.393 96.243
3 WRF D-2 108.253 89.064

Time-Series

Temperature (K)

## Warning: Removed 608 rows containing missing values (geom_point).
## Warning: Removed 608 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)