Sihan Li

Climate modelling enthusiast, with diverse research interest in fine scale regional climate modelling, especially at convection-permitting scale; improving climate model performance through optimization of model parameters using machine learning and deep learning; quantifying and reducing different sources of uncertainty in Earth System Model projections, uncertainty visualization; land-hydrology-climate interactions, predictability of hydrometeorological and hydroclimate extremes, extreme event attribution; exploring large-scale dynamical drivers of regional hydroclimate change, and climate change impacts on forest mortality, agriculture and land-use change.