## 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 -0.031 1.768 1.417
2 WRF D-1 -3.255 3.645 3.255
3 WRF D-2 0.107 3.578 2.876
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.192 1.495 1.261
2 WRF D-1 0.285 1.320 1.093
3 WRF D-2 0.825 2.162 1.686
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 55.790 34.450
2 WRF D-1 42.569 25.350
3 WRF D-2 59.574 37.805

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.639 1.853 1.557
2 WRF D-1 -3.664 3.992 3.664
3 WRF D-2 -1.324 3.619 3.231
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.974 2.510 2.094
2 WRF D-1 -1.570 2.269 1.844
3 WRF D-2 -1.027 2.021 1.604
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 56.737 36.643
2 WRF D-1 49.845 31.828
3 WRF D-2 45.074 28.046

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.022 2.408 2.001
2 WRF D-1 -2.042 3.302 2.943
3 WRF D-2 0.056 4.081 3.320
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.106 2.429 2.187
2 WRF D-1 -2.090 2.422 2.180
3 WRF D-2 -2.005 2.339 2.059
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 50.767 28.208
2 WRF D-1 58.130 32.281
3 WRF D-2 37.858 23.419

Time-Series

Temperature (K)

## Warning: Removed 152 rows containing missing values (geom_point).
## Warning: Removed 34 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)