## 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 0.452 0.701 0.535
2 WRF D-1 -0.487 0.838 0.678
3 WRF D-2 -0.352 1.292 1.071
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.702 2.097 1.787
2 WRF D-1 -3.134 3.777 3.150
3 WRF D-2 -2.145 2.864 2.199
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 23.679 18.585
2 WRF D-1 30.571 20.499
3 WRF D-2 40.551 27.278

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.411 0.749 0.637
2 WRF D-1 -1.101 1.192 1.101
3 WRF D-2 -0.765 1.160 0.891
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.433 3.994 3.454
2 WRF D-1 -4.212 4.968 4.225
3 WRF D-2 -3.568 4.315 3.616
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.499 21.360
2 WRF D-1 54.775 33.913
3 WRF D-2 54.331 40.394

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.498 0.781 0.610
2 WRF D-1 -0.044 0.520 0.424
3 WRF D-2 0.418 0.816 0.728
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.814 3.268 2.880
2 WRF D-1 -2.955 3.413 3.000
3 WRF D-2 -2.869 3.367 2.947
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 37.024 21.496
2 WRF D-1 22.359 15.466
3 WRF D-2 55.301 34.946

Time-Series

Temperature (K)

## Warning: Removed 420 rows containing missing values (geom_point).
## Warning: Removed 420 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)