## 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 -0.557 1.297 0.945
2 WRF D-1 1.582 1.731 1.587
3 WRF D-2 1.211 1.936 1.501
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.457 1.266 1.035
2 WRF D-1 -0.422 1.484 1.259
3 WRF D-2 0.008 1.646 1.379
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.166 18.083
2 WRF D-1 44.793 33.506
3 WRF D-2 40.408 29.511

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.153 1.726 1.397
2 WRF D-1 0.640 1.053 0.894
3 WRF D-2 0.823 1.894 1.365
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.238 1.812 1.659
2 WRF D-1 -1.413 2.045 1.792
3 WRF D-2 -1.112 1.825 1.608
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 60.633 32.433
2 WRF D-1 71.079 57.760
3 WRF D-2 82.099 73.804

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.425 1.965 1.568
2 WRF D-1 2.246 2.538 2.260
3 WRF D-2 2.297 2.721 2.307
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.139 0.912 0.834
2 WRF D-1 -0.129 0.960 0.877
3 WRF D-2 -0.077 0.927 0.858
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 103.115 87.318
2 WRF D-1 91.489 80.632
3 WRF D-2 97.565 86.359

Time-Series

Temperature (K)

## Warning: Removed 30 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)