## 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 0.946 1.316 1.014
2 WRF D-1 0.455 0.974 0.756
3 WRF D-2 -0.457 1.229 1.019
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.181 1.451 1.119
2 WRF D-1 0.306 1.654 1.409
3 WRF D-2 0.319 1.502 1.240
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.850 37.146
2 WRF D-1 51.506 34.650
3 WRF D-2 50.525 31.005

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.890 1.852 1.409
2 WRF D-1 0.153 1.266 0.954
3 WRF D-2 -0.772 1.548 1.382
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.973 2.544 2.249
2 WRF D-1 -1.882 2.455 2.069
3 WRF D-2 -1.938 2.502 2.160
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.545 44.176
2 WRF D-1 68.457 50.684
3 WRF D-2 60.196 39.975

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.448 2.211 1.602
2 WRF D-1 0.868 1.474 1.094
3 WRF D-2 0.035 1.378 1.198
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.900 1.574 1.314
2 WRF D-1 -0.911 1.599 1.391
3 WRF D-2 -0.931 1.654 1.441
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 115.556 103.172
2 WRF D-1 85.296 75.317
3 WRF D-2 92.181 75.243

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)