physics.ao-ph · 2026-07-08 · No. 47
Atmospheric and Oceanic Physics, 2026-07-08.
1 new papers in physics.ao-ph. Titles, authors,
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01 — The papers
1 entries-
01
Integrating GNSS-Derived Zenith Wet Delay into a Weather Foundation Model Improves Precipitation Forecasting
Leonardo Trentini, Fanny Lehmann, Laura Crocetti, Benedikt Soja
physics.ao-ph · cs.LG · physics.geo-ph
Global Navigation Satellite Systems (GNSS), best known for positioning, also serve weather science, as atmospheric water vapour delays their signals. This delay, the Zenith Wet Delay (ZWD), is a direct, all-weather measure of column moisture. Although assimilated into numerical weather prediction for decades, ZWD is not yet used by leading machine learning weather models (MLWM), despite addressing a known deficiency: the underestimation of...
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