## 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 1.272 1.954 1.332
2 WRF D-1 0.321 1.532 1.289
3 WRF D-2 -0.738 1.194 0.982
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.143 1.636 1.271
2 WRF D-1 -0.740 1.524 1.168
3 WRF D-2 -1.419 1.985 1.587
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 44.813 38.464
2 WRF D-1 80.086 68.247
3 WRF D-2 81.887 72.671

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.949 2.716 2.177
2 WRF D-1 2.207 3.963 3.127
3 WRF D-2 0.658 2.208 2.045
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.599 3.087 2.702
2 WRF D-1 -2.691 3.169 2.829
3 WRF D-2 -2.904 3.266 2.965
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 43.674 30.798
2 WRF D-1 78.235 63.229
3 WRF D-2 84.216 71.004

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.373 2.072 1.593
2 WRF D-1 1.342 2.564 2.010
3 WRF D-2 0.260 1.311 1.234
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.218 1.538 1.412
2 WRF D-1 -1.205 1.540 1.423
3 WRF D-2 -1.282 1.621 1.483
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.615 55.728
2 WRF D-1 100.138 90.022
3 WRF D-2 90.843 79.670

Time-Series

Temperature (K)

## Warning: Removed 350 rows containing missing values (geom_point).
## Warning: Removed 264 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)