## 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 0.378 1.391 1.169
2 WRF D-1 -0.419 1.328 0.981
3 WRF D-2 -1.310 1.847 1.462
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.867 1.481 1.193
2 WRF D-1 -0.491 1.202 0.980
3 WRF D-2 -0.119 1.101 0.832
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 63.598 40.875
2 WRF D-1 66.636 40.632
3 WRF D-2 66.234 40.634

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.320 1.224 0.924
2 WRF D-1 -0.790 1.294 1.021
3 WRF D-2 -1.429 1.926 1.639
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.112 1.747 1.451
2 WRF D-1 -1.129 1.712 1.442
3 WRF D-2 -1.013 1.630 1.374
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 44.021 32.272
2 WRF D-1 40.155 31.369
3 WRF D-2 42.854 32.493

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.527 1.778 1.644
2 WRF D-1 0.587 0.979 0.800
3 WRF D-2 -0.123 0.695 0.563
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -1.146 1.642 1.454
2 WRF D-1 -1.127 1.626 1.419
3 WRF D-2 -1.116 1.637 1.440
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 54.967 48.054
2 WRF D-1 46.478 34.827
3 WRF D-2 47.217 38.258

Time-Series

Temperature (K)

## Warning: Removed 140 rows containing missing values (geom_point).
## Warning: Removed 25 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)