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Papers AOD Prediction

“AOD Prediction” 태그가 달린 논문 2편 · 필터 해제

DustNet: skillful neural network predictions of Saharan dust

2024-06-17 · Trish E. Nowak, Andy T. Augousti, Benno I. Simmons, Stefan Siegert

Suspended in the atmosphere are millions of tonnes of mineral dust which interacts with weather and climate. Accurate representation of mineral dust in weather models is vital, yet remains challenging. Large scale weathe…

AOD Prediction

Deep learning for Aerosol Forecasting

2019-10-14 · Caleb Hoyne, S. Karthik Mukkavilli, David Meger

Reanalysis datasets combining numerical physics models and limited observations to generate a synthesised estimate of variables in an Earth system, are prone to biases against ground truth. Biases identified with the NAS…

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