An anomalous warm-season trans-Pacific atmospheric river linked to the 2021 western North America heatwave by Ruping Mo, Hai Lin, Frédéric Vitart

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An extratropical window of opportunity for subseasonal prediction of East Asian summer surface air temperature by Jing Yang, Tao Zhu, Frederic Vitart

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Editorial: Sub-seasonal to Seasonal Predictability and Prediction of Monsoon Climates by Vincent Moron, Vincent Moron, Andrew W. Robertson, Frédéric Vitart

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Enhanced long-range forecast skill in boreal winter following stratospheric strong vortex conditions by Om P Tripathi, Andrew Charlton-Perez, Michael Sigmond, Frederic Vitart

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Evaluating western North Pacific tropical cyclone forecast in the subseasonal to seasonal prediction project database by Xiaochun Wang, Duane Waliser, Xianan Jiang, Shakeel Asharaf, Shakeel Asharaf, Frederic Vitart, Weihua Jie

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Synchronous Eurasian heat extremes tied to boreal summer combined extratropical intraseasonal waves by Jing Yang, Tao Zhu, Frederic Vitart, Bin Wang, Baoqiang Xiang, Qing Bao, June-Yi Lee

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Assessing the Impact of Ocean In Situ Observations on MJO Propagation Across the Maritime Continent in ECMWF Subseasonal Forecasts by Danni Du, Aneesh C. Subramanian, Weiqing Han, Ho‐Hsuan Wei, Beena Balan Sarojini, Magdalena Balmaseda, Frederic Vitart

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Impact of the ocean in-situ observations on the ECMWF seasonal forecasting system by Magdalena Alonso Balmaseda, Beena Balan Sarojini, Michael Mayer, Michael Mayer, Steffen Tietsche, Hao Zuo, Frederic Vitart, Timothy N. Stockdale

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Impact of ocean in-situ observations on ECMWF sub-seasonal forecasts by Beena Balan-Sarojini, Magdalena Alonso Balmaseda, Frédéric Vitart, Christopher David Roberts, Hao Zuo, Steffen Tietsche, Michael Mayer, Michael Mayer

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Seasonal Tropical Cyclone Forecasting by Philip Klotzbach, Eric Blake, Joanne Camp, Louis-Philippe Caron, Johnny C.L. Chan, Nam-Young Kang, Yuri Kuleshov, Sai-Ming Lee, Hiroyuki Murakami, Mark Saunders, Yuhei Takaya, Frederic Vitart, Ruifen Zhan

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A Baseline for Global Weather and Climate Simulations at 1 km Resolution by Nils P. Wedi, Inna Polichtchouk, Peter Dueben, Valentine G. Anantharaj, Peter Bauer, Souhail Boussetta, Philip Browne, Willem Deconinck, Wayne Gaudin, Ioan Hadade, Sam Hatfield, Olivier Iffrig, Philippe Lopez, Pedro Maciel, Andreas Mueller, Sami Saarinen, Irina Sandu, Tiago Quintino, Frederic Vitart

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Advances in tropical cyclone prediction on subseasonal time scales during 2019–2022 by Carl J. Schreck, III, Frédéric Vitart, Suzana J. Camargo, Joanne Camp, James Darlow, Russell Elsberry, Jon Gottschalck, Paul Gregory, Kurt Hansen, Justyn Jackson, Matthew A. Janiga, Philip J. Klotzbach, Chia-Ying Lee, Lindsey Long, Masuo Nakano, Kazuto Takemura, Yuhei Takaya, Michael J. Ventrice, Zhuo Wang

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Recent advances in seasonal and multi-annual tropical cyclone forecasting by Yuhei Takaya, Louis-Philippe Caron, Eric Blake, François Bonnardot, Nicolas Bruneau, Joanne Camp, Johnny Chan, Paul Gregory, Jhordanne J. Jones, Namyoung Kang, Philip J. Klotzbach, Yuriy Kuleshov, Marie-Dominique Leroux, Julia F. Lockwood, Hiroyuki Murakami, Akio Nishimura, Dushmanta R. Pattanaik, Tom J. Philp, Yohan Ruprich-Robert, Ralf Toumi, Frédéric Vitart, Seonghee Won, Ruifen Zhan

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Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction by Stephen G. Penny, Santha Akella, Magdalena A. Balmaseda, Philip Browne, James A. Carton, Matthieu Chevallier, Francois Counillon, Catia Domingues, Sergey Frolov, Patrick Heimbach, Patrick Hogan, Ibrahim Hoteit, Doroteaciro Iovino, Patrick Laloyaux, Matthew J. Martin, Simona Masina, Andrew M. Moore, Patricia de Rosnay, Dinand Schepers, Bernadette M. Sloyan, Andrea Storto, Aneesh Subramanian, SungHyun Nam, Frederic Vitart, Chunxue Yang, Yosuke Fujii, Hao Zuo, Terry O’Kane, Paul Sandery, Thomas Moore, Christopher C. Chapman

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