RT Journal Article T1 The role of the stratosphere in subseasonal to seasonal prediction: 2. Predictability arising from stratosphere‐troposphere coupling A1 Domeisen, Daniela I. V. A1 Butler, Amy H. A1 Charlton Pérez, Andrew J. A1 Ayarzagüena Porras, Blanca A1 Baldwin, Mark P. A1 Dunn Sigouin, Etienne A1 Furtado, Jason C. A1 Garfinkel, Chaim I. A1 Hitchcock, Peter A1 Karpechko, Alexey Yu A1 Kim, Hera A1 Knight, Jeff A1 Lang, Andrea L. A1 Lim, Eun‐Pa A1 Marshall, Andrew A1 Roff, Greg A1 Schwartz, Chen A1 Simpson, Isla R. A1 Son, Seok‐Woo A1 Taguchi, Masakazu AB The stratosphere can have a significant impact on winter surface weather on subseasonal to seasonal (S2S) timescales. This study evaluates the ability of current operational S2S prediction systems to capture two important links between the stratosphere and troposphere: (1) changes in probabilistic prediction skill in the extratropical stratosphere by precursors in the tropics and the extratropical troposphere and (2) changes in surface predictability in the extratropics after stratospheric weak and strong vortex events. Probabilistic skill exists for stratospheric events when including extratropical tropospheric precursors over the North Pacific and Eurasia, though only a limited set of models captures the Eurasian precursors. Tropical teleconnections such as the Madden‐Julian Oscillation, the Quasi‐Biennial Oscillation, and El Niño–Southern Oscillation increase the probabilistic skill of the polar vortex strength, though these are only captured by a limited set of models. At the surface, predictability is increased over the United States, Russia, and the Middle East for weak vortex events, but not for Europe, and the change in predictability is smaller for strong vortex events for all prediction systems. Prediction systems with poorly resolved stratospheric processes represent this skill to a lesser degree. Altogether, the analyses indicate that correctly simulating stratospheric variability and stratosphere‐troposphere dynamical coupling are critical elements for skillful S2S wintertime predictions. PB American Geophysical Union SN 2169-897X YR 2019 FD 2019 LK https://hdl.handle.net/20.500.14352/91775 UL https://hdl.handle.net/20.500.14352/91775 LA eng NO Domeisen, D. I., Butler, A. H., Charlton-Perez, A. J., Ayarzagüena, B., Baldwin, M. P., Dunn-Sigouin, E. et al. (2020). The role of the stratosphere in subseasonal to seasonal prediction: 2. Predictability arising from stratosphere-troposphere coupling. Journal of Geophysical Research: Atmospheres, 125, e2019JD030923. https://doi.org/10.1029/2019JD030923 NO Academy of Finland NO European Commission NO Japan Society for the Promotion of Science NO National Research Foundation of Korea NO National Science Foundation NO Swiss National Science Foundation DS Docta Complutense RD 13 abr 2025