## 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 1.024 1.907 1.625
2 WRF D-1 1.086 1.863 1.538
3 WRF D-2 1.546 2.184 1.919
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.264 1.054 0.913
2 WRF D-1 0.284 1.057 0.884
3 WRF D-2 0.216 1.138 0.947
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 49.111 32.854
2 WRF D-1 40.926 32.120
3 WRF D-2 55.612 37.721

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.356 0.692 0.558
2 WRF D-1 -0.384 0.770 0.516
3 WRF D-2 -0.125 0.862 0.661
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.464 1.007 0.830
2 WRF D-1 -0.521 1.051 0.855
3 WRF D-2 -0.317 0.968 0.794
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 47.745 36.140
2 WRF D-1 50.461 43.162
3 WRF D-2 51.594 39.707

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 1.178 1.554 1.336
2 WRF D-1 1.695 2.013 1.824
3 WRF D-2 1.936 2.286 2.030
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.060 0.769 0.659
2 WRF D-1 -0.061 0.796 0.684
3 WRF D-2 0.012 0.692 0.624
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 81.172 60.336
2 WRF D-1 90.799 76.422
3 WRF D-2 51.114 42.081

Time-Series

Temperature (K)

## Warning: Removed 260 rows containing missing values (geom_point).
## Warning: Removed 127 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)