Welcome to ECAI Lab!
Enabling trustworthy AI for agro- and natural ecosystem sciences!
Introduction to ECAI Lab
The ECosystem Analytics and Intelligence (ECAI) Lab at the University of Wisconsin–Madison was formed on Jan 1st, 2026. We are interested in advancing agriculture and ecosystem sciences with knowledge-guided machine learning. Our lab spans the spectrum of ecosystem AI and process-based modeling, data–model fusion, and cross-scale sensing. We are dedicated to produce reliable science and technology to support global food security and environmental sustainability.
More things
News
New publication on Global Change Biology
Knowledge-guided machine learning for global change ecology research
New publication on Remote Sensing of Environment
Knowledge-guided graph machine learning improves corn yield mapping in the US Midwest
ECAI Lab is formed today!
Welcome to ECAI Lab!