## 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 -0.453 1.621 1.380
2 WRF D-1 -0.902 1.459 1.135
3 WRF D-2 -1.187 1.554 1.386
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.161 2.873 2.453
2 WRF D-1 -2.341 3.003 2.683
3 WRF D-2 -1.458 2.546 1.997
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 35.233 25.868
2 WRF D-1 57.795 40.195
3 WRF D-2 49.880 35.530

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.700 1.337 1.156
2 WRF D-1 -1.037 1.346 1.183
3 WRF D-2 -1.571 2.015 1.603
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.837 3.321 2.976
2 WRF D-1 -2.891 3.391 3.057
3 WRF D-2 -2.629 3.255 2.818
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 57.151 43.937
2 WRF D-1 62.052 45.877
3 WRF D-2 42.826 32.718

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.782 1.442 1.058
2 WRF D-1 0.455 1.041 0.723
3 WRF D-2 -0.495 1.097 0.864
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.581 1.984 1.776
2 WRF D-1 -1.516 1.919 1.727
3 WRF D-2 -1.484 1.929 1.708
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 71.227 60.069
2 WRF D-1 73.047 64.769
3 WRF D-2 68.432 54.858

Time-Series

Temperature (K)

## Warning: Removed 304 rows containing missing values (geom_point).
## Warning: Removed 304 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)