Inventors:
- San Francisco CA, US
Matthew Sorge - Lake St. Louis MO, US
Nikisha Shah - San Francisco CA, US
Timothy Reich - Maryland Heights MO, US
Herbert Ssegane - Maryland Heights MO, US
Jason Kendrick Bull - Wildwood MO, US
Tonya S. Ehlmann - St. Peters MO, US
Morrison Jacobs - St. Charles MO, US
Susan Andrea Macisaac - Jersey City NJ, US
Bruce J. Schnicker - Kihei HI, US
Yao Xie - San Francisco CA, US
Allan Trapp - St. Louis MO, US
Xiao Yang - Chesterfield MO, US
International Classification:
G06N 5/04
A01B 79/00
G06N 20/00
Abstract:
Embodiments generate digital plans for agricultural fields. In an embodiment, a model receives digital inputs including stress risk data, product maturity data, field location data, planting date data, and/or harvest date data. The model mathematically correlates sets of digital inputs with threshold data associated with the stress risk data. The model is used to generate stress risk prediction data for a set of product maturity and field location combinations. In a digital plan, product maturity data or planting date data or harvest date data or field location data can be adjusted based on the stress risk prediction data. A digital plan can be transmitted to a field manager computing device. An agricultural apparatus can be moved in response to a digital plan.