Sea ice coverage is a key indicator of changes in polar and global climate. There is a long (over 40 years) record of sea ice concentration and area from passive microwave measurements. In this work we show the biases in these data based on high-resolution imagery. We also suggest the use of ICESat-2, a high- resolution satellite laser, that can supplement the passive microwave estimates.