Research is being conducted on the top-of-atmosphere energy flux and its relation to future arctic warming. The role of sea ice and cloud emissivity feedback in arctic amplification is being examined, with some studies suggesting that changes in sea ice concentration contribute significantly to winter warming in the arctic. Various models and datasets, including CERES and CMIP6, are being used to assess and compare energy budgets on regional scales.