## 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 0.021 2.129 1.632
2 WRF D-1 0.634 1.616 1.371
3 WRF D-2 0.942 1.553 1.178
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.612 1.717 1.285
2 WRF D-1 -0.505 1.885 1.373
3 WRF D-2 -0.373 1.646 1.229
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 52.316 38.011
2 WRF D-1 40.570 28.932
3 WRF D-2 54.951 38.778

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.575 0.787 0.654
2 WRF D-1 -0.431 0.731 0.597
3 WRF D-2 -0.129 0.570 0.452
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.758 2.488 1.943
2 WRF D-1 -1.678 2.583 2.026
3 WRF D-2 -1.683 2.519 1.947
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 59.550 39.106
2 WRF D-1 47.390 31.095
3 WRF D-2 77.601 54.068

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.176 1.567 1.364
2 WRF D-1 1.400 1.804 1.466
3 WRF D-2 2.099 2.362 2.099
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.458 0.952 0.774
2 WRF D-1 -0.378 0.924 0.775
3 WRF D-2 -0.420 0.955 0.784
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 66.825 54.963
2 WRF D-1 42.634 36.716
3 WRF D-2 84.333 63.612

Time-Series

Temperature (K)

## Warning: Removed 175 rows containing missing values (geom_point).
## Warning: Removed 43 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)