## 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 -0.016 1.367 1.179
2 WRF D-1 -0.345 1.363 1.183
3 WRF D-2 0.453 1.702 1.349
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.278 2.347 1.980
2 WRF D-1 -0.268 2.824 2.472
3 WRF D-2 0.140 2.361 2.062
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.129 18.901
2 WRF D-1 61.778 37.097
3 WRF D-2 42.236 28.213

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.157 0.868 0.652
2 WRF D-1 -0.949 1.312 1.031
3 WRF D-2 -0.238 1.765 1.401
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.236 1.757 1.610
2 WRF D-1 -1.284 1.737 1.446
3 WRF D-2 -1.270 1.808 1.662
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 64.897 35.989
2 WRF D-1 58.455 37.174
3 WRF D-2 68.079 41.746

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.533 1.039 0.860
2 WRF D-1 0.025 0.876 0.666
3 WRF D-2 0.734 1.974 1.714
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.324 1.560 1.428
2 WRF D-1 -1.359 1.572 1.434
3 WRF D-2 -1.290 1.516 1.364
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 72.187 47.929
2 WRF D-1 73.706 48.155
3 WRF D-2 70.865 43.708

Time-Series

Temperature (K)

## Warning: Removed 320 rows containing missing values (geom_point).
## Warning: Removed 320 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)