## 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 0.630 1.210 0.823
2 WRF D-1 0.272 0.970 0.800
3 WRF D-2 0.153 0.758 0.546
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.459 2.711 2.461
2 WRF D-1 -2.329 2.566 2.337
3 WRF D-2 -1.589 2.008 1.652
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 8.292 6.608
2 WRF D-1 10.555 8.462
3 WRF D-2 25.907 23.874

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.278 1.031 0.834
2 WRF D-1 -0.107 0.868 0.755
3 WRF D-2 -0.067 0.979 0.816
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.988 2.233 2.010
2 WRF D-1 -2.160 2.351 2.168
3 WRF D-2 -2.112 2.328 2.121
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 11.600 8.885
2 WRF D-1 12.967 10.287
3 WRF D-2 26.100 21.033

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.271 0.650 0.472
2 WRF D-1 -0.225 0.587 0.502
3 WRF D-2 -0.222 0.606 0.489
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.996 2.409 2.159
2 WRF D-1 -1.946 2.409 2.175
3 WRF D-2 -2.161 2.559 2.314
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 31.528 27.442
2 WRF D-1 27.451 23.541
3 WRF D-2 28.857 25.051

Time-Series

Temperature (K)

## Warning: Removed 388 rows containing missing values (geom_point).
## Warning: Removed 388 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)