## 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 0.114 1.293 1.092
2 WRF D-1 0.329 1.058 0.900
3 WRF D-2 0.372 1.306 1.053
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.317 1.796 1.502
2 WRF D-1 -1.255 2.050 1.776
3 WRF D-2 -1.652 2.390 2.090
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 56.421 42.917
2 WRF D-1 50.640 34.021
3 WRF D-2 61.683 49.024

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.772 1.591 1.266
2 WRF D-1 -0.923 1.259 0.965
3 WRF D-2 -0.382 1.140 0.889
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.080 2.409 2.151
2 WRF D-1 -1.998 2.388 2.108
3 WRF D-2 -2.503 2.937 2.598
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 58.567 43.231
2 WRF D-1 45.829 33.299
3 WRF D-2 83.452 66.070

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.431 1.250 1.093
2 WRF D-1 0.486 0.989 0.837
3 WRF D-2 1.183 1.535 1.427
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.766 1.387 1.220
2 WRF D-1 -0.785 1.322 1.151
3 WRF D-2 -0.923 1.476 1.273
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 97.503 85.273
2 WRF D-1 81.223 66.454
3 WRF D-2 97.716 84.802

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)