We evaluate the performance of Landsat-5 TM and HJ-1CCD data for LAI estimation.
We fully exploit the image features derived from Chinese HJ-1 A/B CCD images.
The optimal features for LAI estimation are selected.
The best PLSR model for LAI estimation are established.
Selecting a few ideal image features is sufficient for LAI estimation.