## 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 -0.631 1.046 0.947
2 WRF D-1 -1.840 2.123 2.027
3 WRF D-2 -0.873 1.375 1.227
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.218 3.557 3.223
2 WRF D-1 -2.740 3.298 2.829
3 WRF D-2 -3.392 3.898 3.454
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 20.710 15.488
2 WRF D-1 47.643 32.807
3 WRF D-2 53.885 36.838

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.219 1.342 1.225
2 WRF D-1 -2.274 2.517 2.274
3 WRF D-2 -1.288 1.703 1.430
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -5.296 5.528 5.296
2 WRF D-1 -4.939 5.213 4.939
3 WRF D-2 -5.278 5.544 5.278
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 24.532 18.790
2 WRF D-1 57.701 41.506
3 WRF D-2 57.692 43.662

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.179 0.622 0.528
2 WRF D-1 -1.149 1.451 1.271
3 WRF D-2 -0.197 0.948 0.841
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.195 2.545 2.271
2 WRF D-1 -2.127 2.531 2.255
3 WRF D-2 -2.131 2.502 2.235
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 57.066 39.003
2 WRF D-1 69.734 50.566
3 WRF D-2 71.032 47.192

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)