Beale, P.

Perry Beale

Deploying satellite-imagery based machine-learning models for large-scale mapping of tillage practices

State-wide mapping of soil-health indicators and related agricultural practices is key to tracking our progress towards improving sustainability of agriculture. While this information and low-cost platforms to gather this information for large areas are currently lacking, there have been some recent successes such as satelliteimagery based tillage class mapping for the United States Corn Belt. […]