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Through the use of satellite images taken during a winter storm over the Central United States in 2000, this lesson provides the opportunity to conduct a case study of cloud coverage. Students will use satellite images to not only estimate total cloud cover, but also the cloud cover at four different altitude levels. They will then compare their estimates to the actual data from the CERES instrument. This lesson uses student- and citizen science-friendly microsets of authentic NASA Earth system science data from the MY NASA DATA project. It also includes related links, lesson extensions, an online glossary, and data analysis tools.