## 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 -0.356 1.133 0.898
2 WRF D-1 0.225 1.066 0.833
3 WRF D-2 -0.238 1.022 0.791
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.724 1.300 1.031
2 WRF D-1 -0.668 1.208 0.954
3 WRF D-2 -0.510 1.424 1.161
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 36.534 29.154
2 WRF D-1 30.574 24.279
3 WRF D-2 57.036 47.091

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.142 1.637 1.389
2 WRF D-1 -0.647 1.015 0.894
3 WRF D-2 -1.049 1.245 1.063
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.053 1.633 1.322
2 WRF D-1 -1.029 1.562 1.310
3 WRF D-2 -0.987 1.481 1.249
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 49.943 37.087
2 WRF D-1 53.121 39.822
3 WRF D-2 75.252 58.082

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.000 1.390 1.143
2 WRF D-1 1.751 1.958 1.772
3 WRF D-2 1.046 1.435 1.262
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.076 0.807 0.719
2 WRF D-1 0.090 0.791 0.701
3 WRF D-2 0.119 0.844 0.763
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.093 56.459
2 WRF D-1 72.667 59.556
3 WRF D-2 80.347 68.800

Time-Series

Temperature (K)

## Warning: Removed 68 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)