Assessing the Reliability of Seasonal Data in Representing Synoptic Weather Types: A Mediterranean Case Study by Alexandros Papadopoulos Zachos, Kondylia Velikou, Errikos-Michail Manios, Konstantia Tolika, Christina Anagnostopoulou

Subjects: “…seasonal forecasts…”
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Detectable use of ENSO information on crop production in Southern Africa by Erin Coughlan de Perez, Weston Anderson, Eunjin Han, Gibbon Innocent Tirivanhu Masukwedza, Ntlele Mphonyane

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SIMBOL: A method to co-produce impact-based seasonal outlooks by Joseph Daron, Katerina Michaelides, Khalid Hassaballah, Andrés Quichimbo, Rebecca Parfitt, Jessica Stacey, Anna Steynor, Catrina Johnson, David MacLeod, Michael Bliss Singer

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How useful are seasonal forecasts for farmers facing drought? A user-based modelling approach by Clara Linés, Micha Werner

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Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events by M. J. Wright, A. Weisheimer, T. Woollings

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Balancing accuracy versus precision: Enhancing the usability of sub-seasonal forecasts by Etienne Dunn-Sigouin, Erik W. Kolstad, C. Ole Wulff, Douglas J. Parker, Richard J. Keane

Subjects: “…Sub-seasonal forecasts…”
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Improving seasonal precipitation forecasts in the Western United States through statistical downscaling by B Vernon, W Zhang, Y Chikamoto

Subjects: “…seasonal forecast…”
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Diagnosing Secular Variations in Retrospective ENSO Seasonal Forecast Skill Using CMIP5 Model‐Analogs by Hui Ding, Matthew Newman, Michael A. Alexander, Andrew T. Wittenberg

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A hypothesis on ergodicity and the signal‐to‐noise paradox by Daniel J. Brener

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On using dynamical seasonal forecasts to develop management-driven wildland fire outlooks in Alaska by Cecilia Borries-Strigle, Uma S. Bhatt, Peter A. Bieniek, Mitchell Burgard, Eric Stevens, Heidi Strader, Richard L. Thoman, Alison York, Robert H. Ziel

Subjects: “…Seasonal forecasting…”
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Assessment of a New Global Ocean Reanalysis in ENSO Predictions With NOAA UFS by Jieshun Zhu, Wanqiu Wang, Arun Kumar, Yanyun Liu, David DeWitt

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Western North Pacific Monsoon Gyres: A New Identification Approach, Interannual Variability, and Seasonal Prediction by Yuqi Zang, Haikun Zhao, Philip J. Klotzbach, Chao Wang, Liguang Wu

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Skill improvement of dynamical seasonal Arctic sea ice forecasts by Folmer Krikken, Maurice Schmeits, Willem Vlot, Virginie Guemas, Wilco Hazeleger

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Using climate regionalization to understand Climate Forecast System Version 2 (CFSv2) precipitation performance for the Conterminous United States (CONUS) by Satish K. Regonda, Benjamin F. Zaitchik, Hamada S. Badr, Matthew Rodell

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Seasonal Predictability of the Winter North Atlantic Oscillation From a Jet Stream Perspective by Tess Parker, Tim Woollings, Antje Weisheimer, Chris O'Reilly, Laura Baker, Len Shaffrey

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Sub-seasonal and seasonal climate predictions for a sporting goods retailer company: Co-development of a climate service from scratch by Albert Soret, Albert Martínez-Botí, Raul Marcos-Matamoros, Nube Gonzalez-Reviriego, Francesc Roura-Adserias, Lluís Palma, Sergio Benito Martín, Sergio González-Ubierna

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Water availability forecasting for Naryn River using ground-based and satellite snow cover data by O. Y. Kalashnikova, A. A. Gafurov

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Advancing Sub-Seasonal to Seasonal Streamflow Forecasting in Canada: A Review of Conventional and Emerging Approaches for Operational Applications by Duc Hai Nguyen, Amin Elshorbagy, Muhammad Naveed Khaliq, Chaopeng Shen, Mohammad Khaled Akhtar, Mohamed Moghairib, Fisaha Unduche, Saman Razavi, Philippe Lamontagne

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Skillful Seasonal Forecasting of Spatiotemporal Rainfall Anomalies Over High Mountain Asia by Jieru Ma, Hong‐Li Ren, Ming Cai, Xiangde Xu, Yu Geng, Minghong Liu

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Attention Adaptive Temporal Graph Convolutional Network for Long-Term Seasonal Sea Surface Temperature Forecasting by Ling Xiao, Peihao Yang, Yuxue Wang, Sheng Li, Baoqin Chen

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