Using Unsupervised Machine Learning Methods and the Nasa Snowex Swesarr Instrument to Study How Snow Water Equivalent is Changing with Climate Change

Himmele, Gabriela; Joseph, A.; Ofekeze, Evi; Pinder, Nicholas; Miller, Ryan; Jain, Aditya; Vuyovich, Carrie; Espada, Kari

doi:10.1109/igarss53475.2024.10641609

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Using Unsupervised Machine Learning Methods and the Nasa Snowex Swesarr Instrument to Study How Snow Water Equivalent is Changing with Climate Change

Published • Jul 7, 2024

Authors:

Gabriela Himmele

A. Joseph

Evi Ofekeze

Abstract

The Snow Water Equivalent Synthetic Aperture Radar and Radiometer (SWESARR) is a dual microwave instrument meant to fill in information gaps in the remote sensing data of Snow Water Equivalent (SWE). The aim of this work is to improve and validate SWESARR measurements of SWE for areas with tree cano...

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Snow

Computer science

Water equivalent

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