Ziniu Xiao

Interdecadal correlation of solar activity with Tibetan Plateau snow depth and winter atmospheric circulation in East Asia

2018 · Sciences in Cold and Arid Regions

Studies on the impact of solar activity on climate system are very important in understanding global climate change. Previous studies in this field were mostly focus on temperature, wind and geopotential height. In this paper, …

Km-scale solar irradiance ensemble forecasting with generative deep learning

2026 · npj Artificial Intelligence

Rapid variability and intermittency in surface shortwave downward irradiance (SWDR) impact photovoltaic (PV) generation, challenging power system stability. Yet, existing SWDR prediction methods often cannot simultaneously deliver high-resolution, wide-area, and well-calibrated probabilistic prediction, limiting their …