## 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 -0.239 0.531 0.432
2 WRF D-1 -1.397 1.578 1.397
3 WRF D-2 -2.155 2.404 2.155
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.688 2.055 1.773
2 WRF D-1 -1.502 2.120 1.801
3 WRF D-2 -1.403 1.773 1.476
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.102 17.822
2 WRF D-1 22.590 15.272
3 WRF D-2 22.893 16.643

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.713 1.085 0.966
2 WRF D-1 -1.990 2.341 2.014
3 WRF D-2 -2.612 2.942 2.612
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.416 2.764 2.504
2 WRF D-1 -2.428 2.982 2.624
3 WRF D-2 -2.609 3.053 2.678
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.698 12.914
2 WRF D-1 21.000 14.901
3 WRF D-2 20.704 15.965

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.116 0.542 0.411
2 WRF D-1 -1.249 1.446 1.249
3 WRF D-2 -2.118 2.268 2.118
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.615 2.803 2.615
2 WRF D-1 -2.621 2.830 2.621
3 WRF D-2 -2.588 2.786 2.588
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 37.324 33.953
2 WRF D-1 32.870 27.776
3 WRF D-2 49.215 44.910

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)