## 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 0.234 1.422 1.145
2 WRF D-1 -0.768 1.488 1.219
3 WRF D-2 -1.084 1.676 1.284
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.627 3.033 2.666
2 WRF D-1 -3.188 4.044 3.272
3 WRF D-2 -2.863 3.380 2.905
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.982 10.156
2 WRF D-1 27.613 15.889
3 WRF D-2 36.846 25.235

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.705 1.424 1.173
2 WRF D-1 -1.944 2.294 1.944
3 WRF D-2 -2.192 2.642 2.217
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -5.447 5.873 5.459
2 WRF D-1 -5.716 6.086 5.727
3 WRF D-2 -5.540 5.848 5.540
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 23.054 16.687
2 WRF D-1 32.390 21.347
3 WRF D-2 38.198 28.394

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.530 1.131 0.896
2 WRF D-1 -1.876 2.036 1.876
3 WRF D-2 -2.404 2.835 2.435
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.557 3.000 2.608
2 WRF D-1 -2.714 3.107 2.762
3 WRF D-2 -2.693 3.045 2.720
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 38.614 28.676
2 WRF D-1 58.590 41.627
3 WRF D-2 60.505 48.885

Time-Series

Temperature (K)

## Warning: Removed 428 rows containing missing values (geom_point).
## Warning: Removed 428 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)