## 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 0.070 0.822 0.638
2 WRF D-1 -1.731 2.359 1.832
3 WRF D-2 -1.477 1.747 1.507
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.174 1.912 1.581
2 WRF D-1 -0.988 1.674 1.381
3 WRF D-2 -0.873 1.715 1.438
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.313 19.603
2 WRF D-1 48.075 29.018
3 WRF D-2 27.895 17.695

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.726 1.031 0.915
2 WRF D-1 -2.184 2.448 2.184
3 WRF D-2 -2.383 2.530 2.383
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.838 2.175 1.936
2 WRF D-1 -1.816 2.129 1.925
3 WRF D-2 -2.027 2.320 2.108
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.383 22.053
2 WRF D-1 30.225 20.871
3 WRF D-2 42.300 31.294

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.548 1.221 1.047
2 WRF D-1 -0.649 1.644 1.188
3 WRF D-2 -0.389 1.256 0.794
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.028 1.434 1.287
2 WRF D-1 -1.001 1.383 1.243
3 WRF D-2 -1.049 1.420 1.273
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 37.170 31.406
2 WRF D-1 29.650 25.954
3 WRF D-2 32.188 27.265

Time-Series

Temperature (K)

## Warning: Removed 274 rows containing missing values (geom_point).
## Warning: Removed 211 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)