## 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 0.211 0.891 0.676
2 WRF D-1 1.363 1.816 1.504
3 WRF D-2 0.590 1.274 1.067
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.898 2.674 2.199
2 WRF D-1 -2.154 2.957 2.478
3 WRF D-2 -1.979 2.835 2.406
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.693 23.064
2 WRF D-1 56.743 46.507
3 WRF D-2 57.767 39.922

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.189 0.941 0.791
2 WRF D-1 0.445 0.949 0.753
3 WRF D-2 -0.035 1.334 1.020
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.509 3.340 2.848
2 WRF D-1 -2.540 3.378 2.823
3 WRF D-2 -2.535 3.263 2.831
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.824 25.602
2 WRF D-1 61.268 44.327
3 WRF D-2 63.500 44.551

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.454 0.798 0.628
2 WRF D-1 1.007 1.516 1.247
3 WRF D-2 0.616 1.505 1.310
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.369 1.893 1.708
2 WRF D-1 -1.426 1.958 1.755
3 WRF D-2 -1.447 1.919 1.718
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 72.476 58.751
2 WRF D-1 45.166 40.948
3 WRF D-2 41.034 38.661

Time-Series

Temperature (K)

## Warning: Removed 286 rows containing missing values (geom_point).
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Wind Speed (m/s)

Wind Direction (degN)