• Micro-cracks in winter roads directly correlate with temperature drops, weakening the pavement.
• The freeze-thaw cycle exacerbates micro-cracks, leading to larger road damage over time.
• Mapping these cracks helps transportation departments target maintenance and preventative strategies.