## 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 -0.112 1.318 1.141
2 WRF D-1 -0.770 1.016 0.872
3 WRF D-2 -0.298 0.968 0.742
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.227 2.979 2.515
2 WRF D-1 -2.671 3.153 2.747
3 WRF D-2 -2.726 3.143 2.835
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 22.595 16.549
2 WRF D-1 49.361 31.751
3 WRF D-2 41.876 26.260

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.097 1.754 1.567
2 WRF D-1 -0.476 1.396 1.273
3 WRF D-2 0.125 1.110 0.943
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -3.387 3.660 3.391
2 WRF D-1 -3.165 3.479 3.166
3 WRF D-2 -3.168 3.519 3.183
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 17.400 13.474
2 WRF D-1 27.605 20.616
3 WRF D-2 24.822 18.011

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.571 1.526 1.289
2 WRF D-1 0.344 1.201 0.999
3 WRF D-2 1.127 1.508 1.230
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.031 1.483 1.225
2 WRF D-1 -0.980 1.451 1.197
3 WRF D-2 -1.025 1.500 1.247
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 27.596 26.729
2 WRF D-1 30.607 29.769
3 WRF D-2 38.658 35.588

Time-Series

Temperature (K)

## Warning: Removed 31 rows containing missing values (geom_point).

Wind Speed (m/s)

Wind Direction (degN)