Accurate thermal sensing in an agricultural field resolves crop status

Ultrasonic distance sensing resolves cotton leaf vertical positions above a bed height

Visible to NIR active optical band-pass reflectance sensing with crop vegetation indices resolves cover, nitrogen and water status signatures