500hPa zonal wind RMS error (2% adaptive obs)
3D-Var
LETKF
ØWith fewer (2%) adaptive observations, ensemble spread sampling strategy outperforms the other methods in LETKF
ØFor 3D-Var, 2% adaptive observations are not enough to make significant improvement with any method
Rawinsonde; climatology; uniform; random; ensemble spread; ÒidealÓ; 100%