Learning Soil Freeze Characteristic Curves with Universal Differential Equations

• Main Authors: Groenke, Brian, Langer, Moritz, Gallego, Guillermo, Boike, Julia
• Format: Conference Object
• Language: unknown
• Published: 2021
• Subjects: Arctic; Talik; permafrost; Thermokarst
• Online Access: https://epic.awi.de/id/eprint/54994/; https://hdl.handle.net/10013/epic.42685fad-fda9-422e-a87c-40c35880c9b1

Permafrost thaw is considered one of the major climate feedback processes and is currently a significant source of uncertainty in predicting future climate states. Coverage of in-situ meteorological and land-surface observations is sparse throughout the Arctic, making it difficult to track the large...