Guangpeng Liu

Nov 7, 2023 | agupubs.onlinelibrary.wiley.com | Guangpeng Liu |Annalisa Bracco |Julien Brajard |Nansen Environmental

1 Introduction The application of machine learning (ML) algorithms to various aspects of weather and climate forecasting has received increasing attention over the past decade. In the weather arena, ML has been used in concert with output from numerical weather prediction models to improve forecasts (Chapman et al., 2019; Davò et al., 2016; Rasp & Lerch, 2018), predict extreme events (e.g., Chattopadhyay et al., 2020) or assess weather risk (McGovern et al., 2017).