Welcome to the Digital Agriculture Research Lab

My research, as an interdisciplinary study, endeavors to combine advanced remote sensing with machine learning techniques for agricultural applications. In particular, it involves:

  • Multi-source remote sensing data fusion, including hyperspectral/multispectral imagery, RGB imagery and LiDAR.
  • Machine learning for high dimensional data analysis, including feature extraction, classification and regression.
  • UAV-based imaging platform developments for precision agriculture.
  • ​Crop growth monitoring and yield prediction using remote sensing and machine learning.
  • High-throughput image based plant phenotyping.

Dr. Zhou Zhang