## 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 0.705 1.011 0.867
2 WRF D-1 0.440 1.036 0.835
3 WRF D-2 0.944 1.317 1.162
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.552 1.486 1.198
2 WRF D-1 -1.312 1.789 1.453
3 WRF D-2 -1.202 1.920 1.521
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 21.206 14.943
2 WRF D-1 31.941 23.026
3 WRF D-2 27.292 19.418

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.526 1.044 0.922
2 WRF D-1 -1.277 1.507 1.334
3 WRF D-2 -0.602 0.893 0.751
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.862 2.069 1.870
2 WRF D-1 -1.972 2.222 1.982
3 WRF D-2 -2.036 2.291 2.042
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 25.824 18.638
2 WRF D-1 16.705 12.645
3 WRF D-2 13.411 10.600

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.701 1.072 0.829
2 WRF D-1 -0.015 0.776 0.655
3 WRF D-2 0.506 0.789 0.672
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.692 1.993 1.782
2 WRF D-1 -1.738 2.053 1.837
3 WRF D-2 -1.706 1.999 1.786
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 29.436 25.858
2 WRF D-1 30.819 23.895
3 WRF D-2 25.798 22.187

Time-Series

Temperature (K)

## Warning: Removed 304 rows containing missing values (geom_point).
## Warning: Removed 304 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)