## 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 -1.235 1.740 1.324
2 WRF D-1 -1.523 1.931 1.612
3 WRF D-2 -1.666 1.862 1.666
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.030 1.672 1.397
2 WRF D-1 -1.105 1.825 1.537
3 WRF D-2 -1.341 1.917 1.471
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 13.985 10.724
2 WRF D-1 19.564 15.969
3 WRF D-2 12.616 9.757

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.502 1.338 1.220
2 WRF D-1 -1.060 1.655 1.464
3 WRF D-2 -1.180 1.357 1.198
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.524 3.923 3.548
2 WRF D-1 -3.513 3.843 3.526
3 WRF D-2 -3.469 3.737 3.469
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.384 12.441
2 WRF D-1 18.872 15.062
3 WRF D-2 15.862 12.435

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.110 1.168 1.043
2 WRF D-1 -0.305 1.260 1.114
3 WRF D-2 -0.344 0.789 0.637
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.742 2.137 1.903
2 WRF D-1 -1.609 2.032 1.829
3 WRF D-2 -1.608 2.011 1.777
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 62.036 42.056
2 WRF D-1 75.667 48.550
3 WRF D-2 76.585 46.026

Time-Series

Temperature (K)

## Warning: Removed 281 rows containing missing values (geom_point).
## Warning: Removed 85 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)