## 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 -1.006 1.858 1.347
2 WRF D-1 -0.663 1.432 1.224
3 WRF D-2 1.270 1.659 1.359
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.923 4.596 3.992
2 WRF D-1 -4.003 5.147 4.483
3 WRF D-2 -4.844 5.991 5.265
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 15.912 12.557
2 WRF D-1 26.918 18.845
3 WRF D-2 34.843 24.019

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.660 1.948 1.456
2 WRF D-1 -0.104 2.137 1.839
3 WRF D-2 1.153 2.273 1.946
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -6.325 6.695 6.371
2 WRF D-1 -6.427 6.839 6.427
3 WRF D-2 -6.746 7.184 6.746
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 25.214 18.356
2 WRF D-1 31.088 23.503
3 WRF D-2 41.246 29.890

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.537 1.542 1.188
2 WRF D-1 0.311 1.770 1.316
3 WRF D-2 1.556 2.501 2.158
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.896 3.315 2.908
2 WRF D-1 -2.954 3.387 2.965
3 WRF D-2 -3.198 3.580 3.198
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.875 19.752
2 WRF D-1 37.264 26.946
3 WRF D-2 55.807 36.865

Time-Series

Temperature (K)

## Warning: Removed 588 rows containing missing values (geom_point).
## Warning: Removed 588 rows containing missing values (geom_path).

Wind Speed (m/s)

## Warning: Removed 61 rows containing missing values (geom_point).

Wind Direction (degN)