## 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 -0.757 2.237 1.833
2 WRF D-1 -0.625 2.175 1.677
3 WRF D-2 1.342 1.626 1.342
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.334 2.377 1.724
2 WRF D-1 -0.732 1.630 1.238
3 WRF D-2 -1.118 1.863 1.354
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.312 17.530
2 WRF D-1 18.768 16.559
3 WRF D-2 23.961 20.210

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.866 2.713 2.101
2 WRF D-1 -2.163 2.638 2.163
3 WRF D-2 -0.591 1.362 0.945
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.395 3.233 2.411
2 WRF D-1 -2.286 3.201 2.314
3 WRF D-2 -2.388 3.293 2.388
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.037 31.575
2 WRF D-1 31.342 26.999
3 WRF D-2 42.549 34.557

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.620 2.228 1.785
2 WRF D-1 -2.036 2.391 2.036
3 WRF D-2 -0.310 1.544 1.192
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.363 2.774 2.499
2 WRF D-1 -2.258 2.658 2.361
3 WRF D-2 -2.227 2.638 2.358
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.059 34.634
2 WRF D-1 52.773 31.078
3 WRF D-2 56.764 34.543

Time-Series

Temperature (K)

## Warning: Removed 284 rows containing missing values (geom_point).
## Warning: Removed 284 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)