## 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 0.552 0.888 0.712
2 WRF D-1 -0.149 0.880 0.669
3 WRF D-2 -0.503 0.918 0.708
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.523 2.023 1.721
2 WRF D-1 -1.513 1.888 1.595
3 WRF D-2 -0.302 1.352 1.013
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.418 25.344
2 WRF D-1 32.751 21.049
3 WRF D-2 35.221 21.854

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.123 0.632 0.494
2 WRF D-1 -0.794 1.067 0.930
3 WRF D-2 -1.364 1.644 1.364
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.126 2.480 2.217
2 WRF D-1 -2.245 2.557 2.297
3 WRF D-2 -1.587 2.042 1.771
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 26.292 18.231
2 WRF D-1 28.517 20.452
3 WRF D-2 27.426 20.241

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.822 1.916 1.822
2 WRF D-1 0.930 1.267 0.956
3 WRF D-2 0.257 0.790 0.667
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.377 1.714 1.561
2 WRF D-1 -1.376 1.715 1.563
3 WRF D-2 -1.236 1.609 1.454
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 30.854 28.713
2 WRF D-1 35.432 30.434
3 WRF D-2 30.618 29.808

Time-Series

Temperature (K)

## Warning: Removed 308 rows containing missing values (geom_point).
## Warning: Removed 308 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)