## 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 -0.824 1.207 0.983
2 WRF D-1 0.369 1.228 1.005
3 WRF D-2 0.390 1.220 1.050
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.140 2.622 2.296
2 WRF D-1 -2.463 2.886 2.554
3 WRF D-2 -1.931 2.726 2.231
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 49.986 27.586
2 WRF D-1 44.086 29.591
3 WRF D-2 54.642 42.362

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.190 1.468 1.283
2 WRF D-1 -0.360 0.936 0.786
3 WRF D-2 0.163 1.324 1.054
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.205 3.469 3.212
2 WRF D-1 -3.221 3.525 3.229
3 WRF D-2 -3.385 3.751 3.393
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.199 22.572
2 WRF D-1 40.565 30.172
3 WRF D-2 46.021 38.835

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.716 1.089 0.932
2 WRF D-1 1.675 2.061 1.787
3 WRF D-2 1.891 2.250 1.916
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.472 1.918 1.631
2 WRF D-1 -1.449 1.907 1.611
3 WRF D-2 -1.530 2.047 1.777
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 100.785 82.077
2 WRF D-1 121.860 96.861
3 WRF D-2 109.946 95.130

Time-Series

Temperature (K)

## Warning: Removed 28 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)