A method is disclosed comprising drawing air into a robotic vapor device, exposing the drawn air to a sensor to detect one or more constituents in the drawn air, determining measurement data for the one or more constituents of the drawn air via the sensor, receiving a parameter from a transportation vehicle system, determining one or more vaporizable materials to vaporize based on the measurement data and the parameter, and dispensing a vapor comprised of the one or more vaporizable materials from the robotic vapor device.