## 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 1.062 1.605 1.191
2 WRF D-1 1.213 1.860 1.346
3 WRF D-2 0.744 1.578 1.249
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.651 1.451 1.141
2 WRF D-1 1.718 2.363 1.798
3 WRF D-2 1.110 1.866 1.404
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 56.672 41.491
2 WRF D-1 62.236 41.687
3 WRF D-2 63.585 43.529

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.528 2.907 2.328
2 WRF D-1 2.084 3.004 2.244
3 WRF D-2 1.456 2.630 2.000
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.853 2.558 2.149
2 WRF D-1 -1.768 2.580 2.087
3 WRF D-2 -1.475 2.538 2.144
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 72.407 48.530
2 WRF D-1 81.459 55.025
3 WRF D-2 82.867 55.781

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.780 1.815 1.411
2 WRF D-1 1.856 2.366 1.969
3 WRF D-2 1.156 1.930 1.592
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.301 1.745 1.499
2 WRF D-1 -1.262 1.700 1.464
3 WRF D-2 -1.209 1.691 1.452
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 89.242 69.505
2 WRF D-1 105.587 82.475
3 WRF D-2 101.333 79.716

Time-Series

Temperature (K)

## Warning: Removed 338 rows containing missing values (geom_point).
## Warning: Removed 215 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)