b'Crop Artificial Intelligence Quotient (Crop AIQ)Mike Griffel (principal investigator), Damon Hartley (biomass analysis), M. Ross Kunz (data analytics) 22002190Crop AIQ provides a vital function: agricultural performance assessments that allow land managers to make more informed decisions about how they grow FINALISTR plants for food, feed, fiber and fuel. The WINNEtool gives farmers the ability to generate an accurate yield map without having to rely on harvester data, the only other way to produce such a map. A yield map is fundamental to precision agriculture and integrated land management. It is also basic to maximizing agriculture productivity and profitability, while minimizing environmental impact.CoDeAc can help first responders quickly and safely respond at an accident scene.'