Machine-Learning Algorithms for Mapping Debris-Covered Glaciers: The Hunza Basin Case Study

Machine-Learning Algorithms for Mapping Debris-Covered Glaciers: The Hunza Basin Case Study

Global warming is one of the main challenges of recent times. The glaciers are melting faster than expected which has resulted in global mean sea level rise and increased the risk of floods. The development of modern remote sensing technology has made it possible to obtain images more frequently tha...

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Bibliographic Details
Main Authors: Aftab Ahmed Khan, Akhtar Jamil, Dostdar Hussain, Murtaza Taj, Gul Jabeen, Muhammad Kamran Malik
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Artificial neural network (ANN)
glacier mapping and remote sensing
random forest (RF)
support vector machine (SVM)
Online Access:https://ieeexplore.ieee.org/document/8955892/

Internet

https://ieeexplore.ieee.org/document/8955892/

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