## 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 -0.590 1.108 0.854
2 WRF D-1 -1.026 1.441 1.165
3 WRF D-2 -1.227 1.645 1.425
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.115 2.500 2.128
2 WRF D-1 -1.867 2.299 1.912
3 WRF D-2 -1.107 1.700 1.355
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 23.604 18.663
2 WRF D-1 24.600 19.015
3 WRF D-2 35.588 28.666

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.266 1.499 1.307
2 WRF D-1 -1.612 1.850 1.612
3 WRF D-2 -1.628 1.897 1.670
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.203 3.448 3.203
2 WRF D-1 -3.240 3.536 3.240
3 WRF D-2 -2.973 3.287 2.973
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 18.069 13.555
2 WRF D-1 22.919 18.222
3 WRF D-2 42.530 34.133

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.648 0.996 0.881
2 WRF D-1 -1.088 1.310 1.090
3 WRF D-2 -1.102 1.339 1.134
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.319 1.824 1.619
2 WRF D-1 -1.285 1.782 1.587
3 WRF D-2 -1.283 1.792 1.601
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 33.460 31.201
2 WRF D-1 36.674 33.782
3 WRF D-2 61.738 55.158

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)