## 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 -0.060 1.302 1.074
2 WRF D-1 -0.132 1.191 0.940
3 WRF D-2 -0.836 1.453 1.249
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.547 2.731 2.370
2 WRF D-1 -1.176 2.572 2.307
3 WRF D-2 -0.894 2.194 1.890
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 84.861 63.845
2 WRF D-1 78.667 58.889
3 WRF D-2 69.881 52.492

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.622 1.018 0.846
2 WRF D-1 -1.084 1.443 1.093
3 WRF D-2 -1.568 1.737 1.568
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.950 2.330 2.074
2 WRF D-1 -1.951 2.364 2.128
3 WRF D-2 -1.634 2.114 1.840
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 59.405 44.440
2 WRF D-1 83.293 66.141
3 WRF D-2 67.105 47.564

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.155 0.906 0.797
2 WRF D-1 -0.037 1.131 0.954
3 WRF D-2 -0.518 0.956 0.682
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.110 1.485 1.286
2 WRF D-1 -1.023 1.444 1.263
3 WRF D-2 -1.008 1.437 1.264
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 96.900 81.715
2 WRF D-1 98.719 85.612
3 WRF D-2 106.648 89.957

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)