## 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 0.291 0.635 0.550
2 WRF D-1 2.025 2.208 2.026
3 WRF D-2 1.954 2.071 1.954
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.876 2.750 2.081
2 WRF D-1 -2.012 2.815 2.246
3 WRF D-2 -2.383 3.562 2.834
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 28.167 22.595
2 WRF D-1 74.422 65.433
3 WRF D-2 102.209 89.789

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.131 0.807 0.634
2 WRF D-1 1.981 2.212 1.982
3 WRF D-2 2.493 2.730 2.493
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.625 4.305 3.625
2 WRF D-1 -4.031 4.711 4.031
3 WRF D-2 -4.279 4.866 4.279
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 26.264 16.180
2 WRF D-1 74.090 63.768
3 WRF D-2 88.052 74.957

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.030 1.001 0.770
2 WRF D-1 1.580 1.770 1.580
3 WRF D-2 2.476 2.612 2.476
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.067 3.607 3.192
2 WRF D-1 -3.249 3.800 3.354
3 WRF D-2 -3.263 3.804 3.382
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 45.416 32.497
2 WRF D-1 61.118 52.102
3 WRF D-2 85.213 74.547

Time-Series

Temperature (K)

## Warning: Removed 568 rows containing missing values (geom_point).
## Warning: Removed 568 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)