## 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 0.809 1.210 0.923
2 WRF D-1 0.259 1.264 1.017
3 WRF D-2 -0.738 2.031 1.436
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.403 1.084 0.893
2 WRF D-1 -0.287 1.546 1.284
3 WRF D-2 0.185 2.181 1.908
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 56.558 38.501
2 WRF D-1 72.404 53.881
3 WRF D-2 90.815 74.265

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.023 1.487 1.236
2 WRF D-1 -0.629 1.338 0.967
3 WRF D-2 -0.908 1.619 1.374
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.995 1.549 1.243
2 WRF D-1 -0.911 1.636 1.351
3 WRF D-2 -0.834 1.642 1.310
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.786 47.140
2 WRF D-1 87.974 64.171
3 WRF D-2 92.346 69.934

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.642 2.239 1.665
2 WRF D-1 0.795 1.656 1.356
3 WRF D-2 0.943 1.459 1.172
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.306 0.910 0.820
2 WRF D-1 -0.249 0.895 0.828
3 WRF D-2 -0.211 0.918 0.859
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 127.715 121.831
2 WRF D-1 144.755 139.167
3 WRF D-2 135.962 133.915

Time-Series

Temperature (K)

## Warning: Removed 227 rows containing missing values (geom_point).
## Warning: Removed 62 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)