## 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 0.804 1.422 1.025
2 WRF D-1 -0.488 1.670 1.272
3 WRF D-2 -1.957 2.958 2.309
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.505 2.341 1.994
2 WRF D-1 0.518 2.317 2.043
3 WRF D-2 0.602 2.760 2.406
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 69.486 46.482
2 WRF D-1 85.593 63.626
3 WRF D-2 80.734 55.424

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.805 1.072 0.871
2 WRF D-1 -1.968 2.534 2.105
3 WRF D-2 -3.644 4.047 3.644
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.858 2.288 1.884
2 WRF D-1 -1.844 2.333 1.905
3 WRF D-2 -2.148 2.829 2.232
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 40.306 26.037
2 WRF D-1 43.666 31.833
3 WRF D-2 45.215 34.475

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.206 1.037 0.786
2 WRF D-1 -1.094 1.992 1.881
3 WRF D-2 -2.788 3.308 2.822
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.307 1.617 1.443
2 WRF D-1 -1.276 1.580 1.424
3 WRF D-2 -1.242 1.552 1.400
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 70.073 57.257
2 WRF D-1 85.366 71.872
3 WRF D-2 94.370 76.210

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)