Ice-penetrating radar is a technology that lets us see through ice sheets, capturing their organized, layered structure. But near the ice bottom, radar data are much more complicated, with signals that are disordered and often ignored. Here, we work to better understand these complex signals by comparing radar data to measurements of ice structure from ice cores. We show these signals reflect structural changes in the ice itself and can inform our search for ancient climate records.