## 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 -0.737 1.711 1.457
2 WRF D-1 -0.441 1.228 0.986
3 WRF D-2 -1.109 1.699 1.430
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.527 3.003 2.631
2 WRF D-1 -1.640 2.382 2.028
3 WRF D-2 -2.025 2.604 2.269
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 12.188 8.971
2 WRF D-1 9.272 7.213
3 WRF D-2 13.815 9.941

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.142 2.442 2.073
2 WRF D-1 -1.130 1.976 1.629
3 WRF D-2 -1.768 2.620 2.279
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.122 3.447 3.124
2 WRF D-1 -3.016 3.424 3.019
3 WRF D-2 -3.098 3.428 3.098
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 19.542 16.410
2 WRF D-1 16.290 13.362
3 WRF D-2 21.480 17.726

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.022 2.475 2.126
2 WRF D-1 0.310 1.881 1.562
3 WRF D-2 -0.369 2.118 1.772
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.529 2.738 2.529
2 WRF D-1 -2.452 2.679 2.452
3 WRF D-2 -2.486 2.708 2.486
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.019 14.661
2 WRF D-1 16.417 13.377
3 WRF D-2 21.730 18.608

Time-Series

Temperature (K)

## Warning: Removed 127 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)