## 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 -1.104 1.490 1.135
2 WRF D-1 -1.069 1.397 1.136
3 WRF D-2 -1.375 1.626 1.389
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.013 1.710 1.260
2 WRF D-1 -0.700 1.330 1.069
3 WRF D-2 -0.622 1.452 1.078
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.428 29.060
2 WRF D-1 58.033 36.924
3 WRF D-2 52.976 37.173

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.015 2.387 2.141
2 WRF D-1 -2.161 2.426 2.267
3 WRF D-2 -2.524 2.768 2.550
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.015 2.378 2.083
2 WRF D-1 -1.922 2.254 1.998
3 WRF D-2 -1.721 2.181 1.855
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 70.145 50.829
2 WRF D-1 62.238 46.849
3 WRF D-2 55.664 43.858

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.435 1.065 0.849
2 WRF D-1 0.459 1.073 0.798
3 WRF D-2 0.062 1.115 0.947
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.427 0.946 0.849
2 WRF D-1 -0.320 0.900 0.809
3 WRF D-2 -0.289 0.838 0.762
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 74.472 59.130
2 WRF D-1 80.479 66.327
3 WRF D-2 71.202 53.119

Time-Series

Temperature (K)

## Warning: Removed 71 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)