Nansen Environmental

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).

Feb 3, 2023 | frontiersin.org | Nansen Environmental |Beijing Municipality |Universität Hamburg

Yiguo Wang1*, Xingren Wu2, Lipeng Jiang3, Fei Zheng4 and Sebastian Brune5 1Nansen Environmental and Remote Sensing Center (NERSC), Norway 2Axiom Consultants, Inc., United States 3CMA Earth System Modeling and Prediction Centre (CEMC), China 4Institute of Atmospheric Physics, Chinese Academy of Sciences (CAS), China 5Institute of Oceanography, Center for Earth System Research and Sustainability, Universität Hamburg, Germany Provisionally accepted: The final, formatted version of the article...