Understanding Permafrost Landscape Evolution: Ice-Wedge Trough Network Change Detection from Historical Aerial Imagery using Convolutional Neural Networks and Graph Analysis

Manos, Elias

Understanding Permafrost Landscape Evolution: Ice-Wedge Trough Network Change Detection from Historical Aerial Imagery using Convolutional Neural Networks and Graph Analysis

Elias Manos¹, Chandi Witharana², Benjamin M Jones³, Melissa Ward Jones³ and Anna K Liljedahl⁴, (1)University of Connecticut, Natural Resources and the Environment, Groton, CT, United States, (2)University of Connecticut, Natural Resources and the Environment, Storrs, United States, (3)University of Alaska Fairbanks, Institute of Northern Engineering, Fairbanks, United States, (4)Woodwell Climate Research Center, Falmouth, United States