Automated Delineation of Supraglacial Debris Cover Using Deep Learning and Multisource Remote Sensing Data

Automated Delineation of Supraglacial Debris Cover Using Deep Learning and Multisource Remote Sensing Data

High-mountain glaciers can be covered with varying degrees of debris. Debris over glaciers (supraglacial debris) significantly alter glacier melt, velocity, ice geometry, and, thus, the overall response of glaciers towards climate change. The accumulated supraglacial debris impedes the automated del...

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Bibliographic Details
Main Authors: Saurabh Kaushik, Tejpal Singh, Anshuman Bhardwaj, Pawan K. Joshi, Andreas J. Dietz
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Remote Sensing
Subjects:
debris cover glacier
deep neural network
semantic segmentation
remote sensing
SAR
Himalaya
Online Access:https://www.mdpi.com/2072-4292/14/6/1352

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https://www.mdpi.com/2072-4292/14/6/1352

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