Sébastien Roux

53
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Publications

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Optimal structures of crop irrigation strategies with state constraints

Ruben Chenevat , Bruno Cheviron , Sébastien Roux , Alain Rapaport

Journal of Optimization Theory and Applications, 2026, 208 (18), ⟨10.1007/s10957-025-02854-7⟩

Article dans une revue hal-04506794v2
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Retrieving total transpirable soil water in a rainfed vineyard using vine shoot growth, weather, and Sentinel-2 data

Yulin Zhang , Léo Pichon , Sébastien Roux , Anne Pellegrino , Guillaume Coulouma et al.

Agricultural Water Management, 2025, 318, pp.109760. ⟨10.1016/j.agwat.2025.109760⟩

Article dans une revue hal-05223516v1

Comparing the impact of weather forecasts, observation and parameterization uncertainties when predicting water stress in vineyards

Bachar Tarraf , François Brun , Korgan Aldebert , Christian Debord , Laure Raynaud et al.

Computers and Electronics in Agriculture, 2025, 238, pp.110825. ⟨10.1016/j.compag.2025.110825⟩

Article dans une revue hal-05214356v1
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Maximizing Regional Sensitivity Analysis indices to find sensitive model behaviors

Sébastien Roux , Patrice Loisel , Samuel Buis

International Journal for Uncertainty Quantification, 2025, 15 (1), pp.47-60. ⟨10.1615/Int.J.UncertaintyQuantification.2024051424⟩

Article dans une revue hal-03836513v3
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About drivers of performance for crop growth model calibration at the within-field scale

Daniel Pasquel , James A Taylor , Bruno Tisseyre , Sébastien Roux

European Journal of Agronomy, 2025, 170, pp.127773. ⟨10.1016/j.eja.2025.127773⟩

Article dans une revue hal-05199121v1

Assessing the impact of weather forecast uncertainties in crop water stress model predictions

Bachar Tarraf , François Brun , Laure Raynaud , Sébastien Roux , Yulin Zhang et al.

Agricultural and Forest Meteorology, 2024, 349, pp.109934. ⟨10.1016/j.agrformet.2024.109934⟩

Article dans une revue hal-04566369v1
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Predicting predawn leaf water potential while accounting for uncertainty using vine shoot growth and weather data in Mediterranean rainfed vineyards

Yulin Zhang , Léo Pichon , Anne Pellegrino , Sébastien Roux , Cécile Péruzzaro et al.

Agricultural Water Management, 2024, 302, pp.108998. ⟨10.1016/j.agwat.2024.108998⟩

Article dans une revue hal-04678463v1
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Why make inverse modeling and which methods to use in agriculture? A review

Yulin Zhang , Leo Pichon , Sébastien Roux , Anne Pellegrino , Thierry Simonneau et al.

Computers and Electronics in Agriculture, 2024, 217, pp.108624. ⟨10.1016/j.compag.2024.108624⟩

Article dans une revue hal-04411393v1
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Downscaling the APSIM crop model for simulation at the within-field scale

Daniel Pasquel , Davide Cammarano , Sébastien Roux , Annamaria Castrignanò , Bruno Tisseyre et al.

Agricultural Systems, 2023, 212, pp.103773. ⟨10.1016/j.agsy.2023.103773⟩

Article dans une revue hal-04229132v1
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Model Based Optimization of Fertilization with Treated Wastewater Reuse

Antoine Haddon , Alain Rapaport , Sébastien Roux , Jérôme Harmand

Advances in Water Resources, 2023, 181 (104561), ⟨10.1016/j.advwatres.2023.104561⟩

Article dans une revue hal-04243145v1
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A review of methods to evaluate crop model performance at multiple and changing spatial scales

Daniel Pasquel , Sébastien Roux , Jonathan Richetti , Davide Cammarano , Bruno Tisseyre et al.

Precision Agriculture, 2022, 23, pp.1489-1513. ⟨10.1007/s11119-022-09885-4⟩

Article dans une revue (article de synthèse) hal-03604358v1
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Cluster-based GSA: Global sensitivity analysis of models with temporal or spatial outputs using clustering

Sébastien Roux , Samuel Buis , François Lafolie , Matieyendou Lamboni

Environmental Modelling and Software, 2021, 140, pp.105046. ⟨10.1016/j.envsoft.2021.105046⟩

Article dans une revue hal-03203049v1
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Optimal control of a crop irrigation model under water scarcity

Kenza Boumaza , Nesrine Kalboussi , Alain Rapaport , Sébastien Roux , Carole Sinfort

Optimal Control Applications and Methods, 2021, 42 (6), pp.1612-1631. ⟨10.1002/oca.2749⟩

Article dans une revue hal-03226630v1
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Scour at Bridge Foundations in Supercritical Flows: An Analysis of Knowledge Gaps

Oscar Link , Emmanuel Mignot , Sébastien Roux , Benoît Camenen , Cristian Escauriaza et al.

Water, 2019, 11 (8), pp.1656. ⟨10.3390/w11081656⟩

Article dans une revue hal-02381461v1
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Why does spatial extrapolation of the vine water status make sense? Insights from a modelling approach

Sébastien Roux , Rémi Gaudin , Bruno Tisseyre

Agricultural Water Management, 2019, 217, pp.255-264. ⟨10.1016/j.agwat.2019.03.013⟩

Article dans une revue hal-02609250v1
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A filter-based approach for global sensitivity analysis of models with functional inputs

Sébastien Roux , Patrice Loisel , Samuel Buis

Reliability Engineering and System Safety, 2019, 187, pp.119-128. ⟨10.1016/j.ress.2019.01.012⟩

Article dans une revue hal-02617653v1

Simulating plant water stress dynamics in a wide range of bi-specific agrosystems in a region using the BISWAT model

Nicolas Bertrand , Sébastien Roux , Oswaldo Forey , Maé Guinet , Jacques Wéry

European Journal of Agronomy, 2018, 99, pp.116-128. ⟨10.1016/j.eja.2018.06.001⟩

Article dans une revue hal-02626584v1
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Apport de la modélisation pour l’aide à la décision en vue de la réutilisation agricole des eaux usées traitées

Nesrine Kalboussi , Sébastien Roux , Bruno Cheviron , Jérôme Harmand , Alain Rapaport et al.

Journal International Sciences et Techniques de l'Eau et de l'Environnement, 2018, 3 (1), pp.102-107

Article dans une revue hal-01975462v3

The trade-off between grape yield and grapevine susceptibility to powdery mildew and grey mould depends on inter-annual variations in water stress

Nicolas Guilpart , Sebastien Roux , Christian Gary , Aurelie Metay

Agricultural and Forest Meteorology, 2017, 234-235 (Mars), pp.203-211. ⟨10.1016/j.agrformet.2016.12.023⟩

Article dans une revue hal-01506541v1

How sensitive is a vineyard crop model to the uncertainty of its runoff module?

Sebastien Roux

Environmental Modelling and Software, 2017, 97, pp.86-92. ⟨10.1016/j.envsoft.2017.07.001⟩

Article dans une revue hal-01602649v1

L’imageabilité : normes et relations avec d’autres variables psycholinguistiques

Patrick Bonin , Alain Méot , Ludovic Ferrand , Sebastien Roux

L'Année psychologique, 2011, 111 (02), pp.327. ⟨10.4074/S0003503311002041⟩

Article dans une revue hal-02446785v1
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Compensation of some time dependent deformations in tomography.

Laurent Desbat , Sébastien Roux , Pierre Grangeat

IEEE Transactions on Medical Imaging, 2007, 26 (2), pp.261-269. ⟨10.1109/TMI.2006.889743⟩

Article dans une revue hal-00292357v1

Sampling conditions of 3D parallel and fan-beam x-ray CT with application to helical tomography.

Laurent Desbat , Sébastien Roux , Pierre Grangeat , Anne Koenig

Physics in Medicine and Biology, 2004, 49 (11), pp.2377-90

Article dans une revue hal-00308440v1

Exact reconstruction in 2D dynamic CT: compensation of time-dependent affine deformations.

Sébastien Roux , Laurent Desbat , Anne Koenig , Pierre Grangeat

Physics in Medicine and Biology, 2004, 49 (11), pp.2169-82

Article dans une revue hal-00308419v1
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Common structures of optimal solutions for a crop irrigation problem under various constraints and criteria

Ruben Chenevat , Bruno Cheviron , Sébastien Roux , Alain Rapaport

63. IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milano, Italy. pp.1364-1369, ⟨10.1109/CDC56724.2024.10886226⟩

Communication dans un congrès hal-04606181v1
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About the Bang-Bang Principle for piecewise affine systems

Ruben Chenevat , Bruno Cheviron , Sébastien Roux , Alain Rapaport

63. IEEE Conference on Decision and Control (CDC 2024), IEEE Control Systems Society, Dec 2024, Milano, Italy. pp.1004-1009, ⟨10.1109/CDC56724.2024.10886617⟩

Communication dans un congrès hal-04663130v1
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A new metric to evaluate spatial crop model performances

Daniel Pasquel , Sébastien Roux , B. Tisseyre , James Taylor

14. European Conference on Precision Agriculture, Jul 2023, Bologna, Italy. pp.603-609, ⟨10.3920/978-90-8686-947-3_76⟩

Communication dans un congrès hal-04229111v1
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Comparaison des impacts de plusieurs sources d'incertitude lors de l'utilisation d'un modèle de culture avec des prévisions méteo

Bachar Tarraf , Sébastien Roux , Laure Raynaud , François Brun

Journées du réseau MEXICO, AgroParisTech - INRAE, Dec 2023, Palaiseau, France. 29p

Communication dans un congrès hal-04410572v1
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Contribution of modeling and control for improving nutrient recycling via reuse

Jérôme Harmand , Farouk Aichouche , Francesco Corona , Antoine Haddon , Michela Mulas et al.

13. IWA International Conference On Water Reclamation and Reuse, IWA, Jan 2023, Chennai, India

Communication dans un congrès hal-03932392v1
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Sensitive partitioning of the model output space: principle and first results

Sébastien Roux , Patrice Loisel , Samuel Buis

Sensitivity Analysis of Model Output Conference (SAMO'22), Mar 2022, Tallahassee, United States. 3p

Communication dans un congrès hal-03798188v1
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Comparison of different aspatial and spatial indicators to assess performance of spatialized crop models at different within-field scales

Daniel Pasquel , Sébastien Roux , Bruno Tisseyre , James Taylor

15. International Conference on Precision Agriculture, Jun 2022, Minneapolis, United States. 12 p

Communication dans un congrès hal-05105595v1

Control models for crop management: Application to wastewater reuse

Antoine Haddon , Jérôme Harmand , Alain Rapaport , Sébastien Roux

British Applied Mathematics Colloquium - Minisymposium: Mathematical models of plant-soil interactions, Apr 2022, Loughborough, United Kingdom

Communication dans un congrès hal-04105032v1
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Model and auxiliary data for an accurate estimate of mean field yield

Baptiste Oger , Sébastien Roux , Gilles Le Moguédec , Bruno Tisseyre

13. European Conference on Precision Agriculture (ECPA 2021), Jul 2021, Budapest, Hungary. pp.669-676, ⟨10.3920/978-90-8686-916-9_80⟩

Communication dans un congrès hal-03833247v1
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Multi-objective Dynamic Optimization of Crops Irrigated with Reused Treated Wastewater

Antoine Haddon , Alain Rapaport , Sébastien Roux , Jérome Harmand

SIMS EUROSIM 2021 conference on Modelling and Simulation, Finnish Society of Automation, Sep 2021, Helsinki, Finland

Communication dans un congrès hal-03363246v1
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A new method for sensitivity analysis of models with dynamic and/or spatial outputs

Samuel Buis , Ruget Françoise , Lafolie François , Lamboni Matieyendou , Sébastien Roux

IcropM _Crop modelling for Agriculture and Food Security under Global Change February 3-5, 2020, Feb 2020, Montpellier, France

Communication dans un congrès hal-03149093v1
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About modeling and control strategies for scheduling crop irrigation

Nesrine Kalboussi , Sébastien Roux , Kenza Boumaza , Carole Sinfort , Alain Rapaport

IFAC Workshop on Control Methods for Water Resource Systems - CMWRS2019, Sep 2019, Delft, Netherlands. pp.43-48, ⟨10.1016/j.ifacol.2019.11.007⟩

Communication dans un congrès hal-02293097v1

About optimal crop irrigation planing under water scarcity

Kenza Boumaza , Nesrine Kalboussi , Alain Rapaport , Sébastien Roux

6. International Conference on Continuous Optimization ICCOPT 2019, Aug 2019, Berlin, Germany

Communication dans un congrès hal-02263850v1

Apport de la modélisation pour l’aide à la décision en vue de la réutilisation agricole des eaux usées traitées

Nesrine Kalboussi , Sébastien Roux , Bruno Cheviron , Jérôme Harmand , Alain Rapaport et al.

Colloque International Sciences et Techniques de l’Eau & de l’Environnement (STEE'2018), Noureddine GAALOUL, Oct 2018, Hammamet, Tunisie. pp.6

Communication dans un congrès hal-01975491v1

A filter-based approach for global sensitivity analysis of models with functional inputs

Sébastien Roux , Patrice Loisel , Samuel Buis

8. International Conference on Sensitivity Analysis of Model Output, Université de la Réunion. Le Tampon, REU., Nov 2016, Le Tampon, Réunion

Communication dans un congrès hal-02794301v1

Improvement of the temporal resolution of cardiac reconstruction algorithms using an optimized filtering step

Laurent Desbat , Sébastien Roux , Pierre Grangeat , Anne Koennig

Fully 3D tomography, 2005, United States. pp.369,372

Communication dans un congrès hal-00308874v1

Compensation of some time dependant deformations in 2D tomography

Laurent Desbat , Sébastien Roux , Pierre Grangeat

Fully 3D tomography, 2005, United States. pp.129,132

Communication dans un congrès hal-00308873v1

Compensation de déformations en tomographie dynamique

Laurent Desbat , Sébastien Roux , Pierre Grangeat

GRETSI 2005, 2005, Belgique. http://hdl.handle.net/2042/13976

Communication dans un congrès hal-00308872v1
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Optimal structures for a model of crop irrigation with constraints

Ruben Chenevat , Bruno Cheviron , Alain Rapaport , Sébastien Roux

Journées SMAI MODE 2024, Mar 2024, Lyon, France

Poster de conférence hal-04630409v2

New indices for Multivariate Sensitivity Analysis using fuzzy clustering

Sébastien Roux , Matieyendou Lamboni , Samuel Buis

9. International Conference on Sensitivity Analysis of Model Output (SAMO2019), Oct 2019, Casteldefels, Barcelona, Spain. 2019

Poster de conférence hal-02373210v1
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Combining switching factors and filtering operators in GSA to analyze models with climatic inputs

Sébastien Roux , Samuel Buis , Patrice Loisel

8. International Conference on Sensitivity Analysis of Model Output, Nov 2016, Reunion Island, France. 2016

Poster de conférence hal-01604113v1
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Putting the coherence between crop processes and model inputs at the core of model development: a case study for water stress in intercropped systems

Nicolas Bertrand , Sebastien Roux , Maé Guinet , Jacques Wéry

5. International Symposium for Farming Systems Design (AGRO2015), Sep 2015, Montpellier, France. 538 p., 2015, FSD5 Proceedings (5th International Symposium for Farming Systems Design)

Poster de conférence hal-01601481v1
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Modèles dynamiques en tomographie - Application à l'imagerie cardiaque

Sébastien Roux

Mathématiques [math]. Université Joseph-Fourier - Grenoble I, 2004. Français. ⟨NNT : ⟩

Thèse tel-00007803v1