## 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 0.030 1.523 1.214
2 WRF D-1 -0.893 1.406 1.056
3 WRF D-2 -1.079 1.455 1.247
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.486 1.728 1.425
2 WRF D-1 0.051 1.651 1.282
3 WRF D-2 0.033 1.542 1.243
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 51.945 35.107
2 WRF D-1 50.834 35.120
3 WRF D-2 53.029 39.279

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.655 1.053 0.874
2 WRF D-1 -1.550 1.794 1.579
3 WRF D-2 -1.329 1.567 1.344
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.522 2.779 2.539
2 WRF D-1 -2.418 2.746 2.454
3 WRF D-2 -2.642 2.945 2.660
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.110 16.816
2 WRF D-1 23.839 17.830
3 WRF D-2 16.705 12.976

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.023 1.136 0.949
2 WRF D-1 -0.627 1.015 0.719
3 WRF D-2 -0.805 0.971 0.829
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.018 2.271 2.087
2 WRF D-1 -1.967 2.227 2.049
3 WRF D-2 -1.994 2.240 2.057
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 50.280 34.115
2 WRF D-1 25.654 17.410
3 WRF D-2 25.585 16.784

Time-Series

Temperature (K)

## Warning: Removed 288 rows containing missing values (geom_point).
## Warning: Removed 288 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)