## 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 2.161 2.691 2.365
2 WRF D-1 1.061 1.433 1.139
3 WRF D-2 0.212 1.099 0.867
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.653 2.336 1.955
2 WRF D-1 -1.248 2.153 1.800
3 WRF D-2 -1.165 2.052 1.744
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.822 21.208
2 WRF D-1 26.290 17.538
3 WRF D-2 28.339 19.880

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.368 2.067 1.743
2 WRF D-1 -0.816 2.040 1.735
3 WRF D-2 -2.548 2.805 2.556
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.682 2.243 1.909
2 WRF D-1 -1.671 2.307 1.968
3 WRF D-2 -1.790 2.384 2.078
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 57.507 38.396
2 WRF D-1 58.078 39.861
3 WRF D-2 56.572 39.167

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.157 1.042 0.839
2 WRF D-1 -1.087 1.615 1.457
3 WRF D-2 -2.616 2.755 2.616
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.598 1.392 1.163
2 WRF D-1 -0.565 1.399 1.203
3 WRF D-2 -0.556 1.405 1.197
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 95.425 72.308
2 WRF D-1 93.494 79.348
3 WRF D-2 90.043 73.206

Time-Series

Temperature (K)

## Warning: Removed 17 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)