Sunlit and Unlit: The Limitations of Albedo Prediction in Energy Balance Models

Le résumé fourni par la source

Albedo prediction methods in a one-dimensional energy balance model (EBM). We test two benchmark functions: a constant albedo case (does not vary with time) and a hyperbolic tangent function. Then we test a host of regression-based models: KRR, polynomial regression types. Surface type, temperature, and radiative data obtained from ERA5: 10.24381/cds.adbb2d47 CO2 data obtained from Mauna Loa Observatory: https://gml.noaa.gov/ccgg/trends/data.html An API key will be required for the download of ERA5 data.

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