Great challenges for the optical satellite measurements of sea ice in the Arctic include observations that were missing owing to a lack of sunlight, as well as cloudiness. A machine learning method known as gradient boosting allows the timeline of the reflectiveness, or albedo, of Arctic sea ice to be augmented by nearly one...