Research Update
An update on my current research projects in remote sensing and AI for crop improvement.
Jul 30, 2025
Research Update
An update on my current research projects in remote sensing and AI for crop improvement.
Jul 14, 2025
Satellite Crop Yield and Health Estimation
Using satellite imagery and artificial intelligence to estimate crop health and yield at production field-scale.
May 1, 2025
High-throughput phenotyping of stay-green in a sorghum breeding program using unmanned aerial vehicles and machine learning
Jan 13, 2025
Stay-green Prediction
Drought stress prediction in sorghum using RGB and canopy height data. Performance is similar to scores assigned by a human.
Sep 25, 2024
Yield prediction in a peanut breeding program using remote sensing data and machine learning algorithms
Feb 19, 2024
Peanut Yield Prediction
Machine learning to predict yield in peanut using growth curves. Multiple informative traits can be pulled from the growth curves.
Feb 19, 2024