Hwang LeePhD Student Dr. Yuhong He, supervisor
Research and Professional Interests
I am interested in studying factors that cause stress in crops and find ways to automatically detect the areas of stress using high spatial resolution remote sensing images. I am particularly interested in using machine learning regression algorithms and vegetation indices to predict the values of certain crop properties such as: leaf area index, chlorophyl content, nitrogen content, etc.
- Lee, H., Wang J., & Leblon, B. (2020). Using Linear Regression, Random Forests, and Support Vector Machine with Unmanned Aerial Vehicle Multispectral Images to Predict Canopy Nitrogen Weight in Corn. Remote Sensing, 12(13), 2071, doi: doi.org/10.3390/rs12132071
- Lee, H., Wang J., & Leblon, B. (2020). Intra-field canopy nitrogen retrieval from unmanned aerial vehicle imagery for wheat and corn fields. Canadian Journal of Remote Sensing, 1-19, doi: 10.1080/07038992.2020.1788384