The deadline to submit a session, town hall, or pre-conference workshop proposal for AGU25 has passed. Please search for and review proposed sessions below. Please note this site is frozen as of 4/29/25 and will not reflect any changes to proposals made after this date.


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Abstract: Modeling Permafrost State Dynamics Across the Circum-Arctic: Trend-Based Indexing and Residual-Corrected Ensemble Learning (AGU25)

Modeling Permafrost State Dynamics Across the Circum-Arctic: Trend-Based Indexing and Residual-Corrected Ensemble Learning

Mary Soaper1, Aymane Ahajjam2, Andrew Wilcox1, Robert Chance3, Sheridan Parker4 and Timothy Pasch5, (1)University of North Dakota, Grand Forks, ND, United States, (2)University of North Dakota, School of Electrical Engineering and Computer Science, Grand Forks, ND, United States, (3)University of North Dakota, Harold Hamm School of Geology and Geological Engineering, Grand Forks, ND, United States, (4)University of North Dakota, Grand Forks, United States, (5)The University of North Dakota, Department of Communication, Grand Forks, United States