## 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 1.117 1.491 1.232
2 WRF D-1 1.099 1.635 1.341
3 WRF D-2 2.371 3.708 3.207
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.020 1.947 1.503
2 WRF D-1 -1.112 2.130 1.646
3 WRF D-2 -0.213 2.343 1.971
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 42.582 31.308
2 WRF D-1 59.778 42.608
3 WRF D-2 98.300 83.139

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.629 1.125 0.985
2 WRF D-1 0.186 1.719 1.529
3 WRF D-2 2.144 2.997 2.606
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.920 2.400 1.982
2 WRF D-1 -1.953 2.523 2.048
3 WRF D-2 -1.884 2.313 2.005
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 41.823 29.057
2 WRF D-1 58.399 42.293
3 WRF D-2 97.296 85.150

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 2.414 2.585 2.414
2 WRF D-1 1.716 2.775 2.421
3 WRF D-2 4.624 5.022 4.672
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.413 2.018 1.737
2 WRF D-1 -1.482 1.995 1.714
3 WRF D-2 -1.141 1.767 1.484
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.576 45.306
2 WRF D-1 67.988 57.021
3 WRF D-2 113.172 104.839

Time-Series

Temperature (K)

## Warning: Removed 53 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)