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    Deep Learning for Opportunistic Rain Estimation via Satellite Microwave Links by Giovanni Scognamiglio, Andrea Rucci, Attilio Vaccaro, Elisa Adirosi, Fabiola Sapienza, Filippo Giannetti, Giacomo Bacci, Sabina Angeloni, Luca Baldini, Giacomo Roversi, Alberto Ortolani, Andrea Antonini, Samantha Melani

    Published 2024-10-01
    “…Compared to the state-of-the-art power-law-based models applied to similar datasets reported in the literature, our ML models achieve a <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>46</mn><mo>%</mo></mrow></semantics></math></inline-formula> reduction in the root mean squared error (RMSE) for event-based cumulative precipitation predictions.…”
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