## 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 0.397 0.958 0.771
2 WRF D-1 -0.601 1.332 1.187
3 WRF D-2 -0.013 1.603 1.450
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.390 2.278 1.846
2 WRF D-1 -1.977 2.871 2.312
3 WRF D-2 -1.893 2.790 2.199
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 18.829 12.829
2 WRF D-1 26.477 18.052
3 WRF D-2 27.802 18.942

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.062 0.846 0.744
2 WRF D-1 -0.841 1.112 0.948
3 WRF D-2 -0.547 1.139 1.052
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.554 1.960 1.697
2 WRF D-1 -1.507 1.956 1.676
3 WRF D-2 -1.533 1.992 1.689
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.158 25.326
2 WRF D-1 37.612 29.229
3 WRF D-2 33.547 26.999

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.871 1.126 0.936
2 WRF D-1 0.021 0.565 0.441
3 WRF D-2 0.244 0.793 0.678
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.524 1.744 1.608
2 WRF D-1 -1.474 1.700 1.575
3 WRF D-2 -1.461 1.683 1.560
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.263 29.148
2 WRF D-1 41.723 33.024
3 WRF D-2 40.757 32.503

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)