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Anna K. Liljedahl

Researcher at University of Alaska Fairbanks

Publications -  78
Citations -  2059

Anna K. Liljedahl is an academic researcher from University of Alaska Fairbanks. The author has contributed to research in topics: Permafrost & Arctic. The author has an hindex of 17, co-authored 63 publications receiving 1429 citations. Previous affiliations of Anna K. Liljedahl include Woods Hole Research Center.

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Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

TL;DR: The findings show that the Mask R-CNN is a robust method to automatically identify ice-wedge polygons from fine-resolution optical imagery, and can provide a foundational framework that may propel future pan-Arctic studies of permafrost thaw, tundra landscape evolution, and the role of high latitudes in the global climate system.
Journal ArticleDOI

Interactions between soil thermal and hydrological dynamics in the response of Alaska ecosystems to fire disturbance

TL;DR: In this article, a new ecosystem model framework, the dynamic organic soil version of the Terrestrial Ecosystem Model, was proposed for simulating soil thermal and hydrological dynamics within soil profiles that contain a live moss horizon, fibrous and amorphous organic horizons and mineral soil horizons.