Improving Doppler Radar Precipitation Prediction with Citizen Science Rain Gauges and Deep Learning

Accurate, real-time estimation of rainfall from Doppler radars remains a challenging problem, particularly over complex terrain where vertical beam sampling, atmospheric effects, and radar quality limitations introduce significant biases. In this work, we leverage citizen science rain gauge observat...

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Principais autores:	Marshall Rosenhoover, John Rushing, John Beck, Kelsey White, Sara Graves
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-06-01
coleção:	Sensors
Assuntos:	radar precipitation estimation radar-rain gauge rainfall accumulation citizen science deep learning rainfall accumulation radar calibration
Acesso em linha:	https://www.mdpi.com/1424-8220/25/12/3719
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