## 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 0.532 1.704 1.503
2 WRF D-1 -0.392 1.400 1.027
3 WRF D-2 -0.309 1.001 0.800
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.553 3.339 2.634
2 WRF D-1 -2.348 2.942 2.416
3 WRF D-2 -3.040 3.920 3.123
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 34.134 25.368
2 WRF D-1 27.525 21.199
3 WRF D-2 34.096 28.390

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.274 1.437 0.986
2 WRF D-1 -0.943 1.557 1.112
3 WRF D-2 -0.698 1.116 0.898
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.653 4.425 3.654
2 WRF D-1 -3.791 4.567 3.791
3 WRF D-2 -3.994 4.747 3.995
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.754 20.574
2 WRF D-1 25.961 18.395
3 WRF D-2 35.144 26.612

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.816 1.683 1.523
2 WRF D-1 0.533 1.744 1.392
3 WRF D-2 0.909 1.848 1.461
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.787 2.133 1.908
2 WRF D-1 -1.856 2.124 1.908
3 WRF D-2 -1.934 2.198 1.982
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 42.897 33.568
2 WRF D-1 45.367 36.077
3 WRF D-2 32.865 28.416

Time-Series

Temperature (K)

## Warning: Removed 388 rows containing missing values (geom_point).
## Warning: Removed 388 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)