Arctic sea ice is thinning, but its height above the ocean is still hard to measure, especially in summer when melt ponds can look like open water from space. We developed a method that uses laser measurements from the Ice, Cloud, and land Elevation Satellite-2 and nearby satellite images to better separate ice from open water. It captures small ridges more clearly, improves lead detection, and provides year-round freeboard maps that can support better estimates of ice thickness.