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Linus Magnusson

European Centre for Medium-Range Weather Forecasts

35H-index
191Paper Count
5.0KCitation Count
Published Papers 53
Publication Date
AIFS Single 1.1.0: an update to ECMWF's machine-learned weather forecast model AIFS
err2026-06-01
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errOAAI
errGabriel Moldovan; Ewan Pinnington; Ana Prieto Nemesio; Simon Lang; Zied Ben Bouallègue; Jesper Dramsch; Mihai Alexe; Mario Santa Cruz; Sara Hahner; Harrison Cook; Helen Theissen; Mariana Clare; Cathal O'Brien; Jan Polster; Linus Magnusson; Gert Mertes; Florian Pinault; Baudouin Raoult; Patricia de Rosnay; Richard Forbes; Matthew Chantry
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Towards improving Arctic mixed-phase cloud representation in the ECMWF model using MOSAiC observations
err2026-05-31
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errOAAI
errLuise Schulte; Richard Forbes; Linus Magnusson; Vera Schemann; Jonathan Day; Susanne Crewell
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Effects of Atmosphere and Ocean Horizontal Model Resolution on Tropical Cyclone and Upper-Ocean Response Forecasts in Four Major Hurricanes
err2025-11-01
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PREAI
errPolichtchouk, Inna; Mogensen, Kristian S.; Sanabia, Elizabeth R.; Jayne, Steven R.; Magnusson, Linus; Densmore, Casey R.; Hatfield, Sam; Hadade, Ioan H.; Wedi, Nils; Anantharaj, Valentine; Lopez, Philippe; Ekholm, Alexander K.
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Forecast Errors Attributed to Synoptic Features
err2025-09-21
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errOAAI
errYu, Qidi; Spensberger, Clemens; Magnusson, Linus; Spengler, Thomas
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The role of observations in ECMWF tropical cyclone initialisation and forecasting
err2025-01-16
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PREAI
errMagnusson, Linus; Majumdar, Sharanya J.; Dahoui, Mohamed L.; Bormann, Niels; Bonavita, Massimo; Browne, Philip A.; Brown, Andy R.; De Chiara, Giovanna; Duncan, David I.; English, Stephen; Geer, Alan J.; Healy, Sean; Ingleby, Bruce; Mcnally, Anthony P.; Pappenberger, Florian; Prates, Fernando; Rabier, Florence; de Rosnay, Patricia; Rennie, Michael P.; Warrick, Francis
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Medium-range predictability of temperature extremes and biases in Rossby-wave amplitude
err2024-10-14
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errOAAI
errDoensen, Onno; Fragkoulidis, Georgios; Magnusson, Linus; Riemer, Michael; Wirth, Volkmar
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Precursors and pathways: dynamically informed extreme event forecasting demonstrated on the historic Emilia-Romagna 2023 flood
err2024-09-04
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errOAAI
errDorrington, Joshua; Wenta, Marta; Grazzini, Federico; Magnusson, Linus; Vitart, Frederic; Grams, Christian M.
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The Rise of Data-Driven Weather Forecasting A First Statistical Assessment of Machine Learning-Based Weather Forecasts in an Operational-Like Context
err2024-06-01
err16
errOAAI
errBen Bouallegue, Zied; Clare, Mariana C. A.; Magnusson, Linus; Gascon, Estibaliz; Maier-Gerber, Michael; Janousek, Martin; Rodwell, Mark; Pinault, Florian; Dramsch, Jesper S.; Lang, Simon T. K.; Raoult, Baudouin; Rabier, Florence; Chevallier, Matthieu; Sandu, Irina; Dueben, Peter; Chantry, Matthew; Pappenberger, Florian
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Improving forecasts of precipitation extremes over northern and central Italy using machine learning
err2024-05-15
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errOAAI
errGrazzini, Federico; Dorrington, Joshua; Grams, Christian M.; Craig, George C.; Magnusson, Linus; Vitart, Frederic
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Improving subseasonal forecast of precipitation in Europe by combining a stochastic weather generator with dynamical models
err2024-04-30
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errOAAI
errKrouma, Meriem; Specq, Damien; Magnusson, Linus; Ardilouze, Constantin; Batte, Lauriane; Yiou, Pascal
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Systematic Errors in Weather and Climate Models Challenges and Opportunities in Complex Coupled Modeling Systems
err2023-09-01
err4
errOAAI
errFrassoni, Ariane; Reynolds, Carolyn; Wedi, Nils; Ben Bouallegue, Zied; Caltabiano, Antonio Caetano Vaz; Casati, Barbara; Christophersen, Jonathan A.; Coelho, Caio A. S.; De Falco, Chiara; Doyle, James D.; Fernandes, Lais G.; Forbes, Richard; Janiga, Matthew A.; Klocke, Daniel; Magnusson, Linus; McTaggart-Cowan, Ron; Pakdaman, Morteza; Rushley, Stephanie S.; Verhoef, Anne; Yang, Fanglin; Zaengl, Gunther
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Analysis of spatially coherent forecast error structures
err2023-08-01
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errOAAI
errGupta, Shraddha; Banerjee, Abhirup; Marwan, Norbert; Richardson, David; Magnusson, Linus; Kurths, Juergen; Pappenberger, Florian
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Improving Arctic Weather and Seasonal Climate Prediction: Recommendations for Future Forecast Systems Evolution from the European Project APPLICATE
err2022-10-01
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errOAAI
errOrtega, Pablo; Blockley, Edward W.; Koltzow, Morten; Massonnet, Francois; Sandu, Irina; Svensson, Gunilla; Navarro, Juan C. Acosta; Arduini, Gabriele; Batte, Lauriane; Bazile, Eric; Chevallier, Matthieu; Cruz-Garcia, Ruben; Day, Jonathan J.; Fichefet, Thierry; Flocco, Daniela; Gupta, Mukesh; Hartung, Kerstin; Hawkins, Ed; Hinrichs, Claudia; Magnusson, Linus; Moreno-Chamarro, Eduardo; Perez-Montero, Sergio; Ponsoni, Leandro; Semmler, Tido; Smith, Doug; Sterlin, Jean; Tjernstrom, Michael; Valisuo, Ilona; Jung, Thomas
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Skill of Medium-Range Forecast Models Using the Same Initial Conditions
err2022-09-01
err10
errOAAI
errMagnusson, L.; Ackerley, D.; Bouteloup, Y.; Chen, J-H; Doyle, J.; Earnshaw, P.; Kwon, Y. C.; Kohler, M.; Lang, S. T. K.; Lim, Y-J; Matsueda, M.; Matsunobu, T.; McTaggart-Cowan, R.; Reinecke, A.; Yamaguchi, M.; Zhou, L.
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Coupled data assimilation at ECMWF: current status, challenges and future developments
err2022-08-10
err42
errOAAI
errde Rosnay, Patricia; Browne, Philip; de Boisseson, Eric; Fairbairn, David; Hirahara, Yoichi; Ochi, Kenta; Schepers, Dinand; Weston, Peter; Zuo, Hao; Alonso-Balmaseda, Magdalena; Balsamo, Gianpaolo; Bonavita, Massimo; Borman, Niels; Brown, Andy; Chrust, Marcin; Dahoui, Mohamed; Chiara, Giovanna; English, Stephen; Geer, Alan; Healy, Sean; Hersbach, Hans; Laloyaux, Patrick; Magnusson, Linus; Massart, Sebastien; McNally, Anthony; Pappenberger, Florian; Rabier, Florence
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Benefits and challenges of dynamic sea ice for weather forecasts
err2022-07-08
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errOAAI
errDay, Jonathan J.; Keeley, Sarah; Arduini, Gabriele; Magnusson, Linus; Mogensen, Kristian; Rodwell, Mark; Sandu, Irina; Tietsche, Steffen
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Advances in the Subseasonal Prediction of Extreme Events Relevant Case Studies across the Globe
err2022-06-01
err54
errOAAI
errDomeisen, Daniela I., V; White, Christopher J.; Afargan-Gerstman, Hilla; Munoz, Angel G.; Janiga, Matthew A.; Vitart, Frederic; Wulff, C. Ole; Antoine, Salome; Ardilouze, Constantin; Bane, Lauriane; Bloomfield, Hannah C.; Brayshaw, David J.; Camargo, Suzana J.; Charlton-Perez, Andrew; Collins, Dan; Cowan, Tim; Chaves, Maria del Mar; Ferranti, Laura; Gomez, Rosario; Gonzalez, Paula L. M.; Gonzalez Romero, Carmen; Infant, Johnna M.; Karozis, Stelios; Kim, Hera; Kolstad, Erik W.; LaJoie, Emerson; Lleclo, Llorenc; Magnusson, Linus; Malguzzi, Piero; Manrique-Sunen, Andrea; Mastrangelo, Daniele; Materia, Stefano; Medina, Hanoi; Palma, Lluis; Pineda, Luis E.; Sfetsos, Athanasios; Son, Seok-Woo; Soret, Albert; Strazzo, Sarah; Tian, Di
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A stratospheric prognostic ozone for seamless Earth system models: performance, impacts and future
err2022-04-04
err8
errOAAI
errMonge-Sanz, Beatriz M.; Bozzo, Alessio; Byrne, Nicholas; Chipperfield, Martyn P.; Diamantakis, Michail; Flemming, Johannes; Gray, Lesley J.; Hogan, Robin J.; Jones, Luke; Magnusson, Linus; Polichtchouk, Inna; Shepherd, Theodore G.; Wedi, Nils; Weisheimer, Antje
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