Leveraging snow probe data, lidar, and machine learning for snow depth estimation in complex-terrain environments
<p>The majority of the water supply for many western US states is derived from seasonal snowmelt in mountainous regions. This study aims to generate basin-scale snow depth estimates using a multistep, Gaussian-based machine learning model that combines snow probe depth measurements with static...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2025-08-01
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| Series: | The Cryosphere |
| Online Access: | https://tc.copernicus.org/articles/19/3123/2025/tc-19-3123-2025.pdf |
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