Predictability of weather and climate

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Revisiting the surface impacts of the QBO in the Large Ensemble Single Forcing MIP simulations: are teleconnections still too weak?

Authors:

Chaim I Garfinkel, David Avisar, Scott M Osprey, Doug Smith, Jian Rao, Jonathon S Wright

Role of the Quasi-Biennial Oscillation on Alleviating Biases in the Semi-Annual Oscillation

Authors:

Aleena Moolakkunnel Jaison, Lesley J Gray, Scott M Osprey, Jeff R Knight, Martin B Andrews

SEAS5: The new ECMWF seasonal forecast system

Authors:

Stephanie J Johnson, Timothy N Stockdale, Laura Ferranti, Magdalena Alonso Balmaseda, Franco Molteni, Linus Magnusson, Steffen Tietsche, Damien Decremer, Antje Weisheimer, Gianpaolo Balsamo, Sarah Keeley, Kristian Mogensen, Hao Zuo, Beatriz Monge-Sanz

Saudi Rainfall (SaRa): Hourly 0.1° Gridded Rainfall (1979–Present) for Saudi Arabia via Machine Learning Fusion of Satellite and Model Data

Authors:

Xuetong Wang, Raied S Alharbi, Oscar M Baez-Villanueva, Amy Green, Matthew F McCabe, Yoshihide Wada, Albert IJM Van Dijk, Muhammad A Abid, Hylke Beck

Seasonal Arctic sea ice forecasting with probabilistic deep learning

Authors:

Tom Andersson, J Hosking, Maria Pérez-Ortiz, Brooks Paige, Andrew Elliott, Chris Russell, Stephen Law, Dan Jones, Jeremy Wilkinson, Tony Phillips, Steffen Tietsche, Beena Sarojini, Eduardo Blanchard-Wrigglesworth, Yevgeny Aksenov, Rod Downie, Emily Shuckburgh