My research endeavors to combine advanced remote sensing with machine learning techniques for agricultural applications. In particular, it involves 1) multi-source remote sensing data fusion (e.g. hyperspectral/multispectral, RGB imagery and LiDAR); 2)machine learning for high dimensional data analysis; 3) UAV-based imaging platform development for precision agriculture; 4) crop growth monitoring and yield prediction using machine learning