Matthieu Plu

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Publications

Publications

Rainfall classification of kilometer-scale ensemble forecasts using convolutional neural networks and SOMs

Arnaud Mounier , Laure Raynaud , Lucie Rottner , Matthieu Plu , Philippe Arbogast

Artificial Intelligence for the Earth Systems, 2025, ⟨10.1175/AIES-D-24-0108.1⟩

Article dans une revue meteo-05306500v1
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Modeling and verifying ice supersaturated regions in the ARPEGE model for persistent contrail forecast

Sara Arriolabengoa , Pierre Crispel , Olivier Jaron , Yves Bouteloup , Benoît Vié et al.

Atmospheric Chemistry and Physics, 2025, 25 (23), pp.18051-18076. ⟨10.5194/acp-25-18051-2025⟩

Article dans une revue hal-05408914v1

La prévision d'ensemble au coeur de la prévision numérique du temps : état des lieux et perspectives

Matthieu Plu , Laure Raynaud , P. Brousseau

La Météorologie, 2024, 126, pp.036. ⟨10.37053/lameteorologie-2024-0057⟩

Article dans une revue meteo-04667583v1
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Systematic evaluation of the predictability of different Mediterranean cyclone categories

Benjamin Doiteau , Florian Pantillon , Matthieu Plu , Laurent Descamps , Thomas Rieutord

Weather and Climate Dynamics, 2024, 5 (4), pp.1409-1427. ⟨10.5194/wcd-5-1409-2024⟩

Article dans une revue hal-04751722v1
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Multivariate Emulation of Kilometer-Scale Numerical Weather Predictions with Generative Adversarial Networks: A Proof of Concept

Clément Brochet , Laure Raynaud , Nicolas Thome , Matthieu Plu , Clément Rambour

Artificial Intelligence for the Earth Systems, 2023, 2 (4), ⟨10.1175/AIES-D-23-0006.1⟩

Article dans une revue meteo-04438969v1
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A Pre-Operational System Based on the Assimilation of MODIS Aerosol Optical Depth in the MOCAGE Chemical Transport Model

Laaziz El Amraoui , Matthieu Plu , Vincent Guidard , Flavien Cornut , Mickaël Bacles

Remote Sensing, 2022, 14 (8), pp.1949. ⟨10.3390/rs14081949⟩

Article dans une revue meteo-03805828v1
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Combining short-range dispersion simulations with fine-scale meteorological ensembles: probabilistic indicators and evaluation during a 85 Kr field campaign

Youness El-Ouartassy , Irène Korsakissok , Matthieu Plu , Olivier Connan , Laurent Descamps et al.

Atmospheric Chemistry and Physics, 2022, 22 (24), pp.15793-15816. ⟨10.5194/acp-22-15793-2022⟩

Article dans une revue hal-03971850v1
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Detection of bow echoes in kilometer-scale forecasts using a convolutional neural network

Arnaud Mounier , Laure Raynaud , Lucie Rottner , Matthieu Plu , Philippe Arbogast et al.

Artificial Intelligence for the Earth Systems, 2022, ⟨10.1175/AIES-D-21-0010.1⟩

Article dans une revue meteo-03811214v1
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EUNADICS-AV early warning system dedicated to supporting aviation in the case of a crisis from natural airborne hazards and radionuclide clouds

Hugues Brenot , Nicolas Theys , Lieven Clarisse , Jeroen van Gent , Daniel Hurtmans et al.

Natural Hazards and Earth System Sciences, 2021, 21 (11), pp.3367-3405. ⟨10.5194/nhess-21-3367-2021⟩

Article dans une revue hal-03484548v1
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Modelling the volcanic ash plume from Eyjafjallajökull eruption (May 2010) over Europe: evaluation of the benefit of source term improvements and of the assimilation of aerosol measurements

Matthieu Plu , Guillaume Bigeard , Bojan Sič , Emanuele Emili , Luca Bugliaro et al.

Natural Hazards and Earth System Sciences, 2021, 21 (12), pp.3731-3747. ⟨10.5194/nhess-21-3731-2021⟩

Article dans une revue hal-03484554v1
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An ensemble of state-of-the-art ash dispersion models: towards probabilistic forecasts to increase the resilience of air traffic against volcanic eruptions

Matthieu Plu , Barbara Scherllin-Pirscher , Delia Arnold Arias , Rocio Baro , Guillaume Bigeard et al.

Natural Hazards and Earth System Sciences, 2021, 21 (10), pp.2973-2992. ⟨10.5194/nhess-21-2973-2021⟩

Article dans une revue hal-03484552v1
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A methodology to obtain model-error covariances due to the discretization scheme from the parametric Kalman filter perspective

Olivier Pannekoucke , Richard Ménard , Mohammad El Aabaribaoune , Matthieu Plu

Nonlinear Processes in Geophysics, 2021, 28, pp.1-22. ⟨10.5194/npg-28-1-2021⟩

Article dans une revue insu-03668384v1
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The New Volcanic Ash Satellite Retrieval VACOS Using MSG/SEVIRI and Artificial Neural Networks: 2. Validation

Dennis Piontek , Luca Bugliaro , Jayanta Kar , Ulrich Schumann , Franco Marenco et al.

Remote Sensing, 2021, 13 (16), pp.3128. ⟨10.3390/rs13163128⟩

Article dans une revue hal-03321305v1
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A volcanic-hazard demonstration exercise to assess and mitigate the impacts of volcanic ash clouds on civil and military aviation

Marcus Hirtl , Delia Arnold , Rocio Baro , Hugues Brenot , Mauro Coltelli et al.

Natural Hazards and Earth System Sciences, 2020, 20 (6), pp.1719-1739. ⟨10.5194/nhess-20-1719-2020⟩

Article dans une revue hal-03484545v1
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Comparison of tropospheric NO2 columns from MAX-DOAS retrievals and regional air quality model simulations

Anne-Marlene Blechschmidt , Joaquim Arteta , Adriana Coman , Lyana Curier , Henk Eskes et al.

Atmospheric Chemistry and Physics, 2020, 20 (5), pp.2795-2823. ⟨10.5194/acp-20-2795-2020⟩

Article dans une revue hal-04568644v1
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Monitoring aerosols over Europe: an assessment of the potential benefit of assimilating the VIS04 measurements from the future MTG/FCI geostationary imager

Maxence Raymond Descheemaecker , Matthieu Plu , Virginie Marecal , Marine Claeyman , Francis Olivier et al.

Atmospheric Measurement Techniques, 2019, 12 (2), pp.1251-1275. ⟨10.5194/amt-12-1251-2019⟩

Article dans une revue hal-02051475v1
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Assimilation of IASI Ozone-Sensitive Channels in Preparation for an Enhanced Coupling Between Numerical Weather Prediction and Chemistry Transport Models

Olivier Coopmann , V. Guidard , Nadia Fourrié , Matthieu Plu

Journal of Geophysical Research: Atmospheres, 2018, ⟨10.1029/2017JD027901⟩

Article dans une revue hal-01919319v1
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On the Sensitivity of Tropical Cyclone Intensification under Upper-Level Trough Forcing

Marie-Dominique Leroux , Matthieu Plu , Frank Roux

Monthly Weather Review, 2016, 144 (3), pp.1179-1202. ⟨10.1175/MWR-D-15-0224.1⟩

Article dans une revue hal-01358266v1
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A regional air quality forecasting system over Europe : the MACC-II daily ensemble production

Virginie Marécal , Vincent-Henri Peuch , C. Andersson , S. Andersson , J. Arteta et al.

Geoscientific Model Development, 2015, 8, pp.2777-2813. ⟨10.5194/gmd-8-2777-2015⟩

Article dans une revue ineris-01862566v1

Evaluating intense precipitation in high-resolution numerical model over a tropical island: impact of model horizontal resolution

Yu Nan , Christelle Barthe , Matthieu Plu

Natural Hazards and Earth System Sciences Discussions, 2014, 2, pp.999-1032

Article dans une revue hal-01355689v1
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Properties of rainfall in a tropical volcanic island deduced from UHF wind profiler measurements

Anne Réchou , N. Rao , Olivier Bousquet , Matthieu Plu , Rémy Decoupes

Atmospheric Measurement Techniques, 2014, 7 (2), pp.409-418. ⟨10.5194/amt-7-409-2014⟩

Article dans une revue hal-01056821v1
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A variational formulation for translation and assimilation of coherent structures

Matthieu Plu

Nonlinear Processes in Geophysics, 2013, 20 (5), pp.793-801. ⟨10.5194/npg-20-793-2013⟩

Article dans une revue hal-01056834v1
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Dynamical and physical processes leading to tropical cyclone intensification under upper-level trough forcing

Marie-Dominique Leroux , Matthieu Plu , David Barbary , Frank Roux , Philippe Arbogast

Journal of the Atmospheric Sciences, 2013, 70, pp.2547-2565. ⟨10.1175/JAS-D-12-0293.1⟩

Article dans une revue hal-01059700v2
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A New Assessment of the Predictability of Tropical Cyclone Tracks

Matthieu Plu

Monthly Weather Review, 2011, 139 (11), pp.3600--3608. ⟨10.1175/2011MWR3627.1⟩

Article dans une revue hal-00961366v1
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Verification of Ensemble-Based Uncertainty Circles around Tropical Cyclone Track Forecasts

Thierry Dupont , Matthieu Plu , Philippe Caroff , Ghislain Faure

Weather and Forecasting, 2011, 26 (5), pp.664--676. ⟨10.1175/WAF-D-11-00007.1⟩

Article dans une revue hal-00961377v1
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Occurrence of monsoon depressions in the Southwest Indian Ocean: Synoptic descriptions and stratosphere to troposphere exchange investigations

Jean-Luc Baray , Gaëlle Clain , Matthieu Plu , Feld Elodie , Caroff Philippe

Journal of Geophysical Research, 2010, D17108, pp.1-13. ⟨10.1029/2009JD013390⟩

Article dans une revue meteo-00540234v1
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Nonlinear Baroclinic Dynamics of Surface Cyclones Crossing a Zonal Jet

Jean-Baptiste Gilet , Matthieu Plu , Gwendal Rivière

Journal of the Atmospheric Sciences, 2009, 66 (10), pp.3021--3041. ⟨10.1175/2009JAS3086.1⟩

Article dans une revue hal-00961374v1

Forecasting tropical cyclones using Aladin

Ghislain Faure , Matthieu Plu

Aladin Newsletter, 2009, 36, pp.33--36

Article dans une revue hal-01196880v1
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Projet Cyprim, partie I : Cyclogenèses et précipitations intenses en région méditerranéenne : origines et caractéristiques. - Cyclogenesis and heavy precipitations in the Mediterranean area: origins and characteristics.

Brice Boudevillain , S. Argence , Chantal Claud , Véronique Ducrocq , Bruno Joly et al.

La Météorologie, 2009, 66, pp.18-28. ⟨10.4267/2042/28828⟩

Article dans une revue insu-00448250v1
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A wavelet representation of synoptic-scale coherent structures

Matthieu Plu , Philippe Arbogast , Alain Joly

Journal of the Atmospheric Sciences, 2008, 65 (10), pp.3116-3138. ⟨10.1175/2008JAS2618.1⟩

Article dans une revue meteo-00330026v1
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A cyclogenesis evolving into two distinct scenarios and its implications for short-term ensemble forecasting

Matthieu Plu , Philippe Arbogast

Monthly Weather Review, 2005, 133 (7), pp.2016--2029. ⟨10.1175/MWR2955.1⟩

Article dans une revue meteo-00195293v1

Towards the use of meteorological ensembles for short distance dispersion of radionuclides in case of an accidental release in the atmosphere

Youness El-Ouartassy , Irène Korsakissok , Matthieu Plu , Laurent Descamps , Olivier Connan et al.

HARMO2022 - 21st International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Sep 2022, Aveiro (Portugal), Portugal. pp.185541

Communication dans un congrès irsn-04145608v1

An OSSE estimation of the capacity of FCI to improve aerosols forecast, by assimilating observations of aerosols optical thickness in MOCAGE CTM: Preliminary results

Descheemaecker Mathieu , Matthieu Plu , Virginie Marecal , Marine Claeyman , Sandrine Mathieu et al.

2017 EUMETSAT Meteorological Satellite Conference, Oct 2017, Rome, Italy

Communication dans un congrès hal-01689370v1
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IMPROVING THERMODYNAMIC RETRIEVALS FROM IASI DATA USING REALISTIC OZONE AND OZONE-SENSITIVE CHANNELS

Olivier Coopmann , Vincent Guidard , Nadia Fourrié , Matthieu Plu

2016 EUMETSAT Meteorological Satellite Conference, EUMETSAT, Sep 2016, DARMSTADT, Germany

Communication dans un congrès meteo-01399168v1

High-Resolution air quality forecasts with MOCAGE chemistry transport model

Mathieu Joly , Béatrice Josse , Matthieu Plu , Joaquim Arteta , Jonathan Guth et al.

34. International Technical Meeting on Air Pollution Modelling and its Application (ITM 2015), May 2015, Montpellier, France. pp.563-565, ⟨10.1007/978-3-319-24478-5_91⟩

Communication dans un congrès ineris-01853028v1
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On the sensitivity of TC intensification under upper-level trough forcing

Marie-Dominique Leroux , Matthieu Plu , Franck Roux

31th Conference on Hurricanes and Tropical Meteorology, Mar 2014, San Diego, California, United States. https://ams.confex.com/ams/31Hurr/webprogram/Paper244468.html

Communication dans un congrès hal-01026370v1

One-Year analysis of rain and rain erosivity in a tropical volcanic island from UHF wind profiler measurements

Anne Réchou , Matthieu Plu , Bernard Campistron , Rémy Decoupes

9th International Symposium on Tropospheric Profiling, Sep 2012, L'Aquila, Italy. pp.3249-3277

Communication dans un congrès hal-00962283v1

L'implication de l'OPAR (Observatoire de Physique de l'Atmosphère de la Réunion) dans ROSEA (Réseau d'Observatoires pour la Surveillance de l'Eau Atmosphérique)

M. Haeffelin , A. Coulomb , Jean-Luc Baray , Sophie Bastin , Marjolaine Chiriaco et al.

Journée scientifique du Sirta, May 2012, Palaiseau, France

Communication dans un congrès hal-00968053v1
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Interaction between a midlatitude upper-level trough and tropical cyclone Dora (2007) over the Southwest Indian Ocean

Marie-Dominique Leroux , Matthieu Plu , Frank Roux

30th Conference on Hurricanes and Tropical Meteorology, Apr 2012, Ponte Vedra Beach, Florida, United States. https://ams.confex.com/ams/30Hurricane/webprogram/Paper205109.html

Communication dans un congrès hal-00787063v1

ROSEA : Réseau d'Observatoires pour la Surveillance et l'Exploration de l'Atmosphère

Jean-Luc Baray , Yann Courcoux , Robert Delmas , Philippe Keckhut , Christophe Hoareau et al.

Journée scientifique du Sirta, May 2012, Palaiseau, France

Communication dans un congrès hal-00968044v1

Ensemble Forecasting at RSMC La Réunion

Matthieu Plu , Thierry Dupont , S. Langlade , N Girardot

International workshop on tropical cyclone ensemble forecasting, Dec 2011, Nanjing, China

Communication dans un congrès hal-01196878v1

Uncertainty cones deduced from an ensemble prediction system

Matthieu Plu , Thierry Dupont , Philippe Caroff , Ghislain Faure

International workshop on tropical cyclone ensemble forecasting, Dec 2011, Nanjing, China

Communication dans un congrès hal-01196876v1

Environmental impacts on tropical cyclone structure and intensity change

J.-L. Evans , E. Atallah , L. Avila , A. Braun , A. Burton et al.

7th International Workshop on Tropical Cyclones, Nov 2010, Saint-Gilles-les-Bains, Réunion. pp.En ligne

Communication dans un congrès hal-00962278v1

L'implication de l'OPAR (Observatoire de Physique de l'Atmosphère de la Réunion) dans ROSEA (Réseau d'Observatoires pour la Surveillance de l'Eau Atmosphérique)

Jean-Luc Baray , Robert Delmas , Hassan Bencherif , Matthieu Plu

Prévisibilité du Climat Tropical, Centre international de Conférence de Météo-France, Jun 2010, Toulouse, France

Communication dans un congrès hal-00968047v1