Earlier Melt but Stronger Baseflow Rethinking Future Water Availability in the Ala-Archa Basin

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A long-term daily snow depth dataset for the Northern Hemisphere was prepared by combining multi-source snow depth product data, environmental factor variables, and ground-observed snow depth data using machine learning methods. The spatiotemporal characteristics of average snow depth and maximum snow depth from 1980 to 2019 were then analyzed on the Qinghai-Tibet Plateau using this data.

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