Winter road maintenance is important for keeping roads safe in winter. Researchers in Sweden studied sensors that detect road conditions to improve maintenance. They found errors in sensors and models can affect maintenance efficiency. By using infrared sensors to detect ice formation, they developed a new method to better describe road conditions. This new method has the potential to make winter road maintenance more effective.