Improving regional rainfall forecasts using convolutional-neural networks
(2021)
Presentation / Conference
Barnes, A., McCullen, N., & Kjeldsen, T. R. (2021, April). Improving regional rainfall forecasts using convolutional-neural networks. Paper presented at EGU General Assembly 2021, Online
Traditional weather forecasting approaches utilize numerous numerical simulations and empirical models to produce a gridded estimate of rainfall, the cells of which often span multiple regions and struggle to capture extreme events. The approach pres... Read More about Improving regional rainfall forecasts using convolutional-neural networks.