## 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 0.410 0.931 0.802
2 WRF D-1 0.530 1.241 0.939
3 WRF D-2 2.215 3.241 2.262
JFK - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.776 1.025 0.865
2 WRF D-1 -0.655 1.010 0.856
3 WRF D-2 -0.388 0.932 0.743
JFK - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 39.193 27.663
2 WRF D-1 38.020 26.749
3 WRF D-2 38.411 27.369

Forecast Hour Evaluation for LGA

LGA - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.598 1.835 1.561
2 WRF D-1 -0.300 1.853 1.462
3 WRF D-2 1.463 2.834 1.817
LGA - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -2.023 2.601 2.155
2 WRF D-1 -1.914 2.551 2.156
3 WRF D-2 -1.969 2.878 2.406
LGA - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 70.189 42.300
2 WRF D-1 67.902 43.514
3 WRF D-2 61.879 38.345

Forecast Hour Evaluation for NYC

NYC - WRF 2-m Temperature (K) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 0.816 1.385 1.006
2 WRF D-1 1.277 1.551 1.295
3 WRF D-2 2.983 3.332 2.983
NYC - WRF 10-m Wind Speed (m/s) Performance
Forecast.Init BIAS RMSE MAE
1 WRF D-0 -0.088 0.841 0.744
2 WRF D-1 -0.007 0.814 0.735
3 WRF D-2 -0.037 0.897 0.829
NYC - WRF 10-m Wind Direction (degN) Performance
Forecast.Init RMSE MAE
1 WRF D-0 129.457 122.197
2 WRF D-1 131.668 122.460
3 WRF D-2 127.757 119.090

Time-Series

Temperature (K)

## Warning: Removed 114 rows containing missing values (geom_point).
## Warning: Removed 44 rows containing missing values (geom_path).

Wind Speed (m/s)

Wind Direction (degN)