## 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 1.343 1.720 1.429
2 WRF D-1 0.469 1.229 0.936
3 WRF D-2 1.113 1.919 1.441
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.807 1.895 1.497
2 WRF D-1 -0.110 1.883 1.582
3 WRF D-2 -0.030 2.237 1.870
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 53.672 31.798
2 WRF D-1 66.069 41.486
3 WRF D-2 66.219 42.583

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.198 0.592 0.472
2 WRF D-1 -0.965 1.198 0.997
3 WRF D-2 -0.850 1.454 1.130
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.469 2.858 2.618
2 WRF D-1 -2.344 2.953 2.647
3 WRF D-2 -2.332 2.891 2.612
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 49.608 26.660
2 WRF D-1 49.503 32.466
3 WRF D-2 45.735 30.149

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.048 1.156 1.048
2 WRF D-1 0.258 0.693 0.576
3 WRF D-2 0.367 1.150 0.990
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.344 2.014 1.612
2 WRF D-1 -1.258 1.980 1.601
3 WRF D-2 -1.233 2.049 1.679
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 95.415 68.950
2 WRF D-1 84.471 66.147
3 WRF D-2 82.934 66.371

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)