From 2014 to 2023, the U.S. Department of Agriculture’s Environmental Quality Incentives Program invested a total of $133.7 million in no-till and reduce-till practices, out of a total of $10 billion in conservation financial assistance. Tillage practices are a critical component of natural-resource challenges like soil erosion, and the consequences of erosion. But tracking practice adoption across millions of acres is a monumental challenge.
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Kaiyu Guan
Jonathan Coppess
Xiaocui Wu
Xiaocui Wu is a post-doctoral student and Kaiyu Guan is a professor in agroecosystem sensing and modeling at the University of Illinois-Agroecosystem Sustainability Center. Jonathan Coppess is an associate professor with the University of Illinois-Department of Agricultural and Consumer Economics.





