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Brief communication: Rapid machine-learning-based extraction and measurement of ice wedge polygons in high-resolution digital elevation models

<p>We present a workflow for the rapid delineation and microtopographic characterization of ice wedge polygons within high-resolution digital elevation models. At the core of the workflow is a convolutional neural network used to detect pixels representing polygon boundaries. A watershed transformat...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: C. J. Abolt, M. H. Young, A. L. Atchley, C. J. Wilson
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Copernicus Publications 2019-01-01
Sarja:The Cryosphere
Linkit:https://www.the-cryosphere.net/13/237/2019/tc-13-237-2019.pdf
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