## 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 0.918 2.203 1.482
2 WRF D-1 2.541 3.993 2.986
3 WRF D-2 2.958 4.194 3.063
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.994 1.475 1.245
2 WRF D-1 -1.480 2.178 1.721
3 WRF D-2 -0.174 1.558 1.247
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 60.833 41.975
2 WRF D-1 96.711 80.395
3 WRF D-2 114.206 98.133

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.252 1.346 1.156
2 WRF D-1 0.510 1.699 1.370
3 WRF D-2 1.609 2.788 1.943
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.949 2.353 2.032
2 WRF D-1 -2.073 2.502 2.155
3 WRF D-2 -1.301 1.852 1.478
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 53.468 36.659
2 WRF D-1 47.060 33.334
3 WRF D-2 83.998 69.371

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.454 1.117 0.934
2 WRF D-1 1.835 2.421 2.025
3 WRF D-2 2.712 3.575 2.822
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.494 1.741 1.555
2 WRF D-1 -1.459 1.715 1.562
3 WRF D-2 -1.164 1.421 1.276
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 54.657 39.019
2 WRF D-1 84.009 67.137
3 WRF D-2 105.682 93.063

Time-Series

Temperature (K)

## Warning: Removed 332 rows containing missing values (geom_point).
## Warning: Removed 332 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)