## 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 0.913 1.652 1.251
2 WRF D-1 0.600 1.458 1.225
3 WRF D-2 -1.310 1.687 1.462
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.832 1.832 1.474
2 WRF D-1 -1.030 2.174 1.619
3 WRF D-2 -0.916 1.939 1.554
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.464 23.266
2 WRF D-1 50.969 39.766
3 WRF D-2 33.143 26.695

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.605 1.643 1.280
2 WRF D-1 0.240 1.071 0.893
3 WRF D-2 -1.803 1.998 1.823
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.937 3.240 2.938
2 WRF D-1 -2.681 3.073 2.700
3 WRF D-2 -2.429 2.884 2.447
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.550 28.543
2 WRF D-1 42.552 32.867
3 WRF D-2 34.632 25.034

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.116 1.543 1.233
2 WRF D-1 0.994 1.511 1.338
3 WRF D-2 -1.096 1.250 1.098
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.740 2.282 1.878
2 WRF D-1 -1.628 2.203 1.830
3 WRF D-2 -1.686 2.262 1.888
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 60.640 55.553
2 WRF D-1 85.591 74.400
3 WRF D-2 78.539 68.638

Time-Series

Temperature (K)

## Warning: Removed 348 rows containing missing values (geom_point).
## Warning: Removed 348 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)