The icing of aircraft on the ground is an important flight safety issue. Aircraft must be de-iced and anti-iced to remove protect from freezing frozen contamination, respectively, before during takeoff. Winter de-icing anti-icing operations are nonetheless costly, require a significant amount time, rely extensive infrastructures. essential equipment often not available at smaller airports remot...