## 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 0.664 1.397 1.173
2 WRF D-1 0.158 1.112 0.911
3 WRF D-2 1.073 1.825 1.399
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.794 2.838 2.170
2 WRF D-1 -2.101 3.189 2.579
3 WRF D-2 -2.254 3.037 2.609
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.967 13.838
2 WRF D-1 26.468 18.036
3 WRF D-2 26.735 18.846

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.128 1.243 1.036
2 WRF D-1 -0.876 1.351 1.166
3 WRF D-2 0.004 1.160 0.948
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.445 3.946 3.474
2 WRF D-1 -3.585 4.063 3.620
3 WRF D-2 -3.714 4.210 3.762
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.934 16.897
2 WRF D-1 27.557 19.775
3 WRF D-2 28.193 20.669

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.064 1.829 1.496
2 WRF D-1 0.250 1.153 0.860
3 WRF D-2 1.301 1.729 1.308
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.767 2.339 1.964
2 WRF D-1 -1.868 2.418 2.039
3 WRF D-2 -1.876 2.414 2.052
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 62.243 42.326
2 WRF D-1 68.515 43.202
3 WRF D-2 68.294 48.066

Time-Series

Temperature (K)

## Warning: Removed 296 rows containing missing values (geom_point).
## Warning: Removed 296 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)