## 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 0.550 1.471 1.229
2 WRF D-1 -0.256 1.001 0.782
3 WRF D-2 -0.309 1.109 0.932
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.952 1.696 1.444
2 WRF D-1 -0.197 1.231 0.940
3 WRF D-2 -0.067 1.303 0.983
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 32.807 25.838
2 WRF D-1 28.313 19.536
3 WRF D-2 31.757 24.708

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.406 0.758 0.571
2 WRF D-1 -0.994 1.769 1.549
3 WRF D-2 -1.256 2.024 1.811
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.757 2.045 1.795
2 WRF D-1 -1.219 1.590 1.339
3 WRF D-2 -1.137 1.556 1.326
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 18.935 15.354
2 WRF D-1 20.882 17.429
3 WRF D-2 23.927 19.352

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.552 1.772 1.594
2 WRF D-1 0.313 1.371 1.160
3 WRF D-2 0.128 1.316 1.161
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.209 1.570 1.432
2 WRF D-1 -1.098 1.494 1.374
3 WRF D-2 -1.043 1.433 1.316
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.428 30.813
2 WRF D-1 36.330 27.927
3 WRF D-2 36.927 29.188

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)