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Sep 2026

Aerosols and Deep Convection in the Amazon Basin: A Spectrum of Possible Updraft Responses

Previous studies have found a wide range of estimates for the impact of aerosols on deep convective cloud (DCC) dynamics, leaving the hypothesized aerosol‐induced invigoration of DCCs an ongoing topic of debate due to unknown pathways and varying magnitude. A central challenge in observational studies is separating the...

C. Lackner, Die Wang, Siddhant Gupta · 0 citations
#artificial intelligence Preprint Sep 2026

PCSDiff: Diffusion-Based Bias Correction and Super Resolution Toward Practical Operational Medium-Term Precipitation Forecast

This work introduces PCSDiff, a cascaded task-decoupled diffusion framework targeting 10-day precipitation bias correction and downscaling, which achieves low-latency rolling forecasting for practical meteorological operations.

Yuze Sun, Shi-Yi Wang, Jian-Cheng Pan et al. · 0 citations

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