Smart Agriculture and Agro-ecosystems

(1) UAV Automated Phenotyping for Switchgrass - a DOE Funded Research

Reference:

Xu, Y.; Shrestha, V.; Piasecki, C.; Wolfe, B.; Hamilton, L.; Millwood, R.J.; Mazarei, M.; Stewart, C.N. Sustainability Trait Modeling of Field-Grown Switchgrass (Panicum virgatum) Using UAV-Based Imagery. Plants 2021, 10, 2726. https://doi.org/10.3390/plants10122726.

Here is a five-minute overview video from the "Envisioning 2050 in the Southeast: AI-Driven Innovations in Agriculture” conference on YouTube.

(2) Leaf Scale Nitrogen Content Modeling and Rust Disease Detection of Field-Grown Switchgrass (Panicum virgatum) with Hyperspectral Imagery and Machine Learning

A five-minute overview video from the "Envisioning 2050 in the Southeast: AI-Driven Innovations in Agriculture” conference on YouTube.