## 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 -1.162 1.464 1.288
2 WRF D-1 -1.779 1.954 1.779
3 WRF D-2 -1.665 1.953 1.670
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.367 2.745 2.469
2 WRF D-1 -2.644 3.248 2.742
3 WRF D-2 -3.549 3.675 3.549
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.024 20.231
2 WRF D-1 22.463 18.782
3 WRF D-2 39.322 29.522

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.905 2.059 1.927
2 WRF D-1 -2.460 2.600 2.460
3 WRF D-2 -2.143 2.343 2.143
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.717 3.974 3.738
2 WRF D-1 -3.784 4.065 3.810
3 WRF D-2 -4.593 4.770 4.593
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.411 15.538
2 WRF D-1 23.965 18.908
3 WRF D-2 31.688 24.015

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.491 1.032 0.790
2 WRF D-1 -1.005 1.330 1.081
3 WRF D-2 -0.856 1.415 1.033
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.259 2.708 2.319
2 WRF D-1 -2.182 2.648 2.297
3 WRF D-2 -2.280 2.743 2.357
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.284 26.664
2 WRF D-1 37.657 27.391
3 WRF D-2 33.449 24.762

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)