## 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 0.665 1.168 0.999
2 WRF D-1 -0.374 1.531 1.064
3 WRF D-2 0.603 1.860 1.410
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.576 2.667 1.800
2 WRF D-1 -1.826 2.900 2.118
3 WRF D-2 -0.684 2.743 2.281
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.509 16.281
2 WRF D-1 45.728 30.548
3 WRF D-2 86.151 65.362

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.108 0.786 0.638
2 WRF D-1 -0.900 1.564 1.063
3 WRF D-2 -0.030 1.624 1.211
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.006 2.282 2.146
2 WRF D-1 -2.140 2.469 2.350
3 WRF D-2 -1.748 2.360 2.154
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.004 32.841
2 WRF D-1 72.321 51.242
3 WRF D-2 96.088 77.740

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.857 1.252 1.054
2 WRF D-1 -0.012 1.333 1.111
3 WRF D-2 0.796 1.937 1.593
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.946 1.514 1.339
2 WRF D-1 -1.009 1.603 1.421
3 WRF D-2 -0.901 1.629 1.469
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 97.329 80.910
2 WRF D-1 107.985 91.513
3 WRF D-2 117.625 108.132

Time-Series

Temperature (K)

## Warning: Removed 257 rows containing missing values (geom_point).
## Warning: Removed 130 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)