A chemical application detection system and mobile visual sensing technology utilizes drones, ground robotics, or fixed camera with a GPS system and a UV sensing camera. The detection device senses a color hue of one or more additives combined with a chemical treatment applied to a field above or below the canopy. The detected information is transmitted to a computer where the chemical treatment and location are displayed.