## 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 0.405 1.270 1.045
2 WRF D-1 0.812 1.783 1.503
3 WRF D-2 0.257 1.356 1.189
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.736 1.346 1.213
2 WRF D-1 0.260 1.272 0.989
3 WRF D-2 0.527 1.560 1.242
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 62.383 44.074
2 WRF D-1 55.587 39.228
3 WRF D-2 53.959 39.643

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.832 2.062 1.486
2 WRF D-1 -1.440 2.227 1.661
3 WRF D-2 -1.989 2.404 2.141
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.228 1.673 1.467
2 WRF D-1 -0.683 1.474 1.204
3 WRF D-2 -0.623 1.493 1.256
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 68.291 44.225
2 WRF D-1 60.435 40.817
3 WRF D-2 61.939 42.947

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.215 1.537 1.179
2 WRF D-1 -0.919 1.943 1.650
3 WRF D-2 -1.424 1.981 1.780
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.356 1.746 1.557
2 WRF D-1 -1.240 1.663 1.485
3 WRF D-2 -1.214 1.627 1.443
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 73.030 49.163
2 WRF D-1 74.335 49.568
3 WRF D-2 68.229 45.174

Time-Series

Temperature (K)

## Warning: Removed 212 rows containing missing values (geom_point).
## Warning: Removed 66 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)