## 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 0.682 1.538 1.235
2 WRF D-1 0.848 1.189 0.947
3 WRF D-2 -0.062 1.134 0.850
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.337 2.131 1.739
2 WRF D-1 -0.743 1.847 1.563
3 WRF D-2 -1.110 2.340 1.826
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 73.906 55.231
2 WRF D-1 66.003 47.477
3 WRF D-2 73.638 57.074

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.302 1.155 1.037
2 WRF D-1 0.118 1.147 0.836
3 WRF D-2 -1.075 1.742 1.174
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.339 2.220 1.843
2 WRF D-1 -1.579 2.305 1.958
3 WRF D-2 -1.749 2.475 2.080
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 42.791 31.932
2 WRF D-1 73.343 52.635
3 WRF D-2 93.411 82.458

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.021 1.664 1.233
2 WRF D-1 1.193 1.846 1.632
3 WRF D-2 0.381 1.379 1.156
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.008 1.693 1.445
2 WRF D-1 -1.001 1.669 1.427
3 WRF D-2 -1.062 1.704 1.406
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 57.291 42.891
2 WRF D-1 61.584 48.807
3 WRF D-2 70.388 64.476

Time-Series

Temperature (K)

## Warning: Removed 94 rows containing missing values (geom_point).
## Warning: Removed 11 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)