## 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 -0.826 1.769 1.528
2 WRF D-1 0.995 1.331 1.130
3 WRF D-2 -0.115 0.609 0.431
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.333 1.148 0.959
2 WRF D-1 0.181 0.957 0.819
3 WRF D-2 0.359 1.013 0.869
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 52.595 35.560
2 WRF D-1 90.665 76.481
3 WRF D-2 101.238 87.268

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.817 1.400 0.992
2 WRF D-1 -0.220 0.760 0.646
3 WRF D-2 -1.107 1.228 1.107
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.784 1.470 1.155
2 WRF D-1 -0.553 1.354 1.087
3 WRF D-2 -0.403 1.280 1.015
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 72.619 56.265
2 WRF D-1 91.285 76.263
3 WRF D-2 104.160 92.788

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.203 1.602 1.408
2 WRF D-1 1.588 1.890 1.590
3 WRF D-2 0.418 0.735 0.633
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.170 0.838 0.674
2 WRF D-1 -0.062 0.772 0.671
3 WRF D-2 0.029 0.747 0.691
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 65.485 52.700
2 WRF D-1 67.742 57.657
3 WRF D-2 90.467 84.705

Time-Series

Temperature (K)

## Warning: Removed 197 rows containing missing values (geom_point).
## Warning: Removed 66 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)