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Articles

Daily Snow Water Equivalent Trends over the Great Lakes Basin: Computer Vision and Deep Learning-Based Approach

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By Karim Malik, Isteyak Isteyak, Kristen Kys
| Preprints.org
Submitted: 12 February 2026 You are already at the latest version Snow water equivalent (SWE), the amount of water that will be liberated when a given snowpack melts, is considered an essential climate variable. Snowmelt drives annual run-off in snow-dominant basins. However, detecting daily SWE changes in lake-effect snowfall regions such as the Great Lakes Basin (GLB), is challenging for classical methods.
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Estimating Snow‐Related Daily Change Events in the Canadian Winter Season: A Deep Learning‐Based Approach

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By Karim Malik, Colin Robertson, Isteyak Isteyak
| Preprints.org
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