## 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 0.546 1.232 0.923
2 WRF D-1 0.659 1.185 0.938
3 WRF D-2 1.474 2.084 1.625
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.317 3.102 2.571
2 WRF D-1 -0.951 2.601 2.065
3 WRF D-2 -0.671 2.460 1.927
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.724 27.356
2 WRF D-1 40.706 27.234
3 WRF D-2 41.011 30.046

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.336 1.460 1.133
2 WRF D-1 0.590 1.498 1.189
3 WRF D-2 1.376 2.716 2.005
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.573 2.837 2.584
2 WRF D-1 -2.256 2.597 2.329
3 WRF D-2 -2.179 2.493 2.204
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.521 19.843
2 WRF D-1 30.189 20.885
3 WRF D-2 25.215 19.157

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.826 2.395 1.927
2 WRF D-1 2.327 2.783 2.369
3 WRF D-2 3.090 4.058 3.113
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.844 2.112 1.911
2 WRF D-1 -1.737 1.981 1.789
3 WRF D-2 -1.677 1.946 1.734
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.570 22.286
2 WRF D-1 77.916 46.263
3 WRF D-2 67.025 43.104

Time-Series

Temperature (K)

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

Wind Speed (m/s)

Wind Direction (degN)