## 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 0.483 1.474 1.116
2 WRF D-1 -0.013 1.426 1.175
3 WRF D-2 -0.485 1.190 1.089
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.103 1.891 1.433
2 WRF D-1 -1.386 2.096 1.787
3 WRF D-2 -1.826 2.805 2.078
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.105 19.271
2 WRF D-1 29.553 21.430
3 WRF D-2 30.339 21.885

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.479 1.720 1.490
2 WRF D-1 -1.417 1.769 1.575
3 WRF D-2 -1.172 1.863 1.645
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.201 2.549 2.266
2 WRF D-1 -2.195 2.495 2.220
3 WRF D-2 -2.399 2.759 2.465
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.711 20.142
2 WRF D-1 46.329 32.184
3 WRF D-2 28.342 20.205

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.203 2.024 1.784
2 WRF D-1 -1.304 1.929 1.647
3 WRF D-2 -0.955 1.974 1.736
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.676 2.016 1.843
2 WRF D-1 -1.709 2.014 1.849
3 WRF D-2 -1.728 2.087 1.897
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.381 44.622
2 WRF D-1 54.796 36.990
3 WRF D-2 61.586 44.814

Time-Series

Temperature (K)

## Warning: Removed 263 rows containing missing values (geom_point).
## Warning: Removed 176 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)