@ARTICLE
Lumet, E., Jaravel, T., Rochoux, M., Vermorel, O. and Lacroix, S. (2024) Assessing the Internal Variability of Large-Eddy Simulations for Microscale Pollutant Dispersion Prediction in an Idealized Urban Environment, Boundary-Layer Meteorology, 190 (2) , pp. Article number 9, doi: 10.1007/s10546-023-00853-7
[bibtex]
@ARTICLE{AR-CMGC-24-7,
author = {Lumet, E. and Jaravel, T. and Rochoux, M. and Vermorel, O. and Lacroix, S. },
title = {Assessing the Internal Variability of Large-Eddy Simulations for Microscale Pollutant Dispersion Prediction in an Idealized Urban Environment},
year = {2024},
number = {2},
volume = {190},
pages = {Article number 9},
doi = {10.1007/s10546-023-00853-7},
journal = {Boundary-Layer Meteorology}}
Foudad , M., Sanchez-Gomez, E., Jaravel, T., Rochoux, M. and Terray, L. (2024) Past and future trends in clear-air turbulence over the northern hemisphere, Journal of Geophysical Research Atmospheres, 129 (13) , pp. e2023JD040261, doi: 10.1029/2023JD040261
[bibtex]
@ARTICLE{AR-CMGC-24-92,
author = {Foudad , M. and Sanchez-Gomez, E. and Jaravel, T. and Rochoux, M. and Terray, L. },
title = {Past and future trends in clear-air turbulence over the northern hemisphere},
year = {2024},
number = {13},
volume = {129},
pages = {e2023JD040261},
doi = {10.1029/2023JD040261},
journal = {Journal of Geophysical Research Atmospheres}}
Antolin, W., Rochoux, M. and Le Moigne, P. (2024) Wavelet analysis to reveal fluctuations in near-surface temperature and wind speed during the FireFlux I experimental fire, Journal of Physics: Conference Series, 2885, pp. Article number 012076, doi: 10.1088/1742-6596/2885/1/012076
[bibtex] [pdf]
@ARTICLE{AR-CMGC-24-180,
author = {Antolin, W. and Rochoux, M. and Le Moigne, P. },
title = {Wavelet analysis to reveal fluctuations in near-surface temperature and wind speed during the FireFlux I experimental fire},
year = {2024},
volume = {2885},
pages = {Article number 012076},
doi = {10.1088/1742-6596/2885/1/012076},
journal = {Journal of Physics: Conference Series},
pdf = {https://cerfacs.fr/wp-content/uploads/2024/12/Journal-of-Physics-Conference-Series_AR_CMGC_24_180.pdf}}
Nony, B., Rochoux, M., Jaravel, T. and Lucor, D. (2023) Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion, Stochastic Environmental Research and Risk Assessment, 37 (6) , pp. 2117-2144, doi: 10.1007/s00477-023-02383-7
[bibtex]
@ARTICLE{AR-CMGC-23-39,
author = {Nony, B. and Rochoux, M. and Jaravel, T. and Lucor, D. },
title = {Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion},
year = {2023},
number = {6},
volume = {37},
pages = {2117-2144},
doi = {10.1007/s00477-023-02383-7},
journal = {Stochastic Environmental Research and Risk Assessment}}
Costes, A., Rodier, Q., Lac, C., Rochoux, M. and Masson, V. (2022) Effects of high-density gradients on wildland fire behavior in coupled atmosphere-fire simulations, Journal of Advances in Modeling Earth Systems, 14 (11) , pp. e2021MS002955, doi: 10.1029/2021MS002955
[bibtex]
@ARTICLE{AR-CMGC-22-137,
author = {Costes, A. and Rodier, Q. and Lac, C. and Rochoux, M. and Masson, V. },
title = {Effects of high-density gradients on wildland fire behavior in coupled atmosphere-fire simulations},
year = {2022},
number = {11},
volume = {14},
pages = {e2021MS002955},
doi = {10.1029/2021MS002955},
journal = {Journal of Advances in Modeling Earth Systems},
abstract = {Coupled atmosphere-fire modeling is recognized as a relevant approach for the representation of the interaction between a wildland fire and local meteorology at landscape scales. The atmospheric model component used in the coupled system is based on several approximations, which are adopted for computational efficiency or physical processes representation, including the widely-used anelastic approximation. The validity domain of the anelastic approximation may be questioned in the context of high-resolution wildland fire modeling due to the large fire-induced heat releases near the surface. This study aims to study this question with the MesoNH anelastic model coupled with the Blaze fire model. A compressible version of the MesoNH-Blaze coupled model has been developed for comparison with the anelastic system. The FireFlux I experimental fire is used for this comparative study conducted at a 10-m and a 25-m horizontal atmospheric resolution. Results show significant anelastic/compressible differences at a 10-m resolution on the physical processes occurring near the fire with higher horizontal velocities and the presence of gravity waves downstream of the fire. This is in addition to the fire plume with realistic larger vertical velocities. Differences at a 25-m resolution are much smaller in all evaluated processes. The compressible system only enriches the physics underlying fire-atmosphere interactions at a very high resolution, which means that the anelastic approximation remains relevant for large-scale coupled atmosphere-fire simulations, considering the significant economy concerning numerical costs.}}
Paugam, R., Wooster, M., Mell, W., Rochoux, M., Filippi, J.-B., Rücker, G., Frauenberger, O., Lorenz, E., Schroeder , W., Main, B. and Govender, N. (2021) Orthorectification of helicopter-borne high resolution experimental burn observation from infra red handheld imagers, Remote Sensing, 13 (23) , pp. Article number 4913, doi: 10.3390/rs13234913
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-21-171,
author = {Paugam, R. and Wooster, M. and Mell, W. and Rochoux, M. and Filippi, J.-B. and Rücker, G. and Frauenberger, O. and Lorenz, E. and Schroeder , W. and Main, B. and Govender, N. },
title = {Orthorectification of helicopter-borne high resolution experimental burn observation from infra red handheld imagers},
year = {2021},
number = {23},
volume = {13},
pages = {Article number 4913},
doi = {10.3390/rs13234913},
journal = {Remote Sensing},
pdf = {https://cerfacs.fr/wp-content/uploads/2021/12/Globc_AR_Paugam_RemoteSensing-AR-CMGC-21-171.pdf},
url = {https://www.mdpi.com/2072-4292/13/23/4913/htm}}
Costes, A., Rochoux, M., Lac, C. and Masson, V. (2021) Subgrid-scale fire front reconstruction for ensemble coupled atmosphere-fire simulations of the FireFlux I experiment, Fire Safety Journal, 126, pp. 103475, doi: 10.1016/j.firesaf.2021.103475
[bibtex]
[url]
@ARTICLE{AR-CMGC-21-172,
author = {Costes, A. and Rochoux, M. and Lac, C. and Masson, V. },
title = {Subgrid-scale fire front reconstruction for ensemble coupled atmosphere-fire simulations of the FireFlux I experiment},
year = {2021},
volume = {126},
pages = {103475},
doi = {10.1016/j.firesaf.2021.103475},
journal = {Fire Safety Journal},
url = {https://www.sciencedirect.com/science/article/abs/pii/S0379711221002174}}
Emery, C.M., Biancamaria, S., Boone, A., Ricci, S., Rochoux, M., Pedinotti, V. and David, C.A. (2020) Assimilation of wide-swath altimetry water elevation anomalies to correct large-scale river routing model parameters, Hydrology and Earth System Sciences, 24 (5) , pp. 2207–2233, doi: 10.5194/hess-24-2207-2020
[bibtex] [pdf]
@ARTICLE{AR-CMGC-20-56,
author = {Emery, C.M. and Biancamaria, S. and Boone, A. and Ricci, S. and Rochoux, M. and Pedinotti, V. and David, C.A. },
title = {Assimilation of wide-swath altimetry water elevation anomalies to correct large-scale river routing model parameters},
year = {2020},
number = {5},
volume = {24},
pages = {2207–2233},
doi = {10.5194/hess-24-2207-2020},
journal = {Hydrology and Earth System Sciences},
pdf = {https://cerfacs.fr/wp-content/uploads/2020/05/Globc-Article-Rochoux-hess-24-2207-2020.pdf}}
Zhang, C., Collin, A., Moireau, P., Trouvé, A. and Rochoux, M. (2019) Front shape similarity measure for data-driven simulations of wild land fire spread based on state estimation : Application to the RxCADRE field-scale experiment, Proceedings of the Combustion Institute, 37 (3) , pp. 4201-4209, doi: 10.1016/j.proci.2018.07.112
[bibtex] [pdf]
@ARTICLE{AR-CMGC-19-7,
author = {Zhang, C. and Collin, A. and Moireau, P. and Trouvé, A. and Rochoux, M. },
title = {Front shape similarity measure for data-driven simulations of wild land fire spread based on state estimation : Application to the RxCADRE field-scale experiment},
year = {2019},
number = {3},
volume = {37},
pages = {4201-4209},
doi = {10.1016/j.proci.2018.07.112},
journal = {Proceedings of the Combustion Institute},
pdf = {https://cerfacs.fr/wp-content/uploads/2019/01/Globc-Article-PROCI19_Zhang-etal_paper-2019.pdf}}
Trucchia, A., Egorova, V., Pagnini, G. and Rochoux, M. (2019) On the merits of sparse surrogates for global sensitivity analysis of multi-scale nonlinear problems: application to turbulence and fire-spotting model in wildland fire simulators, Communications in Nonlinear Science and Numerical Simulation, 73, pp. 120-145, doi: 10.1016/j.cnsns.2019.02.002
[bibtex] [pdf]
@ARTICLE{AR-CMGC-19-35,
author = { Trucchia, A. and Egorova, V. and Pagnini, G. and Rochoux, M. },
title = {On the merits of sparse surrogates for global sensitivity analysis of multi-scale nonlinear problems: application to turbulence and fire-spotting model in wildland fire simulators},
year = {2019},
volume = {73},
pages = {120-145},
doi = {10.1016/j.cnsns.2019.02.002},
journal = {Communications in Nonlinear Science and Numerical Simulation},
pdf = {https://www.sciencedirect.com/science/article/pii/S1007570419300358}}
Trucchia, A., Mattei, M.R., Luongo, V., Frunzo, L. and Rochoux, M. (2019) Surrogate-based uncertainty and sensitivity analysis for bacterial invasion in multi-species biofilm modeling, Communications in Nonlinear Science and Numerical Simulation, 73, pp. 403-424, doi: 10.1016/j.cnsns.2019.02.024
[bibtex] [pdf]
@ARTICLE{AR-CMGC-19-50,
author = { Trucchia, A. and Mattei, M.R. and Luongo, V. and Frunzo, L. and Rochoux, M. },
title = {Surrogate-based uncertainty and sensitivity analysis for bacterial invasion in multi-species biofilm modeling},
year = {2019},
volume = {73},
pages = {403-424},
doi = {10.1016/j.cnsns.2019.02.024},
journal = {Communications in Nonlinear Science and Numerical Simulation},
pdf = {https://cerfacs.fr/wp-content/uploads/2019/03/GLOBC-Article-Trucchia-etal_CNSNS19b.pdf}}
Zhang, C., Collin, A., Moireau, P., Trouvé, A. and Rochoux, M. (2019) State-parameter estimation approach for data-driven wildland fire spread modeling: application to the 2012 RxCADRE S5 field-scale experiment, Fire Safety Journal, 105, pp. 286-299, doi: 10.1016/j.firesaf.2019.03.009.
[bibtex] [pdf]
@ARTICLE{AR-CMGC-19-54,
author = {Zhang, C. and Collin, A. and Moireau, P. and Trouvé, A. and Rochoux, M. },
title = {State-parameter estimation approach for data-driven wildland fire spread modeling: application to the 2012 RxCADRE S5 field-scale experiment},
year = {2019},
volume = {105},
pages = {286-299},
doi = {10.1016/j.firesaf.2019.03.009.},
journal = {Fire Safety Journal},
pdf = {https://www.sciencedirect.com/science/article/pii/S0379711218305502?via%3Dihub}}
Roy, P., Elmocayd, N., Ricci, S., Jouhaud, J.-C., Goutal, N., De Lozzo, M. and Rochoux, M. (2018) Comparison of Polynomial Chaos and Gaussian Process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows, Stochastic Environmental Research and Risk Assessment, 32 (6) , pp. 1723-1741, doi: 10.1007/s00477-017-1470-4
[bibtex] [pdf]
@ARTICLE{AR-CMGC-18-5,
author = {Roy, P. and Elmocayd, N. and Ricci, S. and Jouhaud, J.-C. and Goutal, N. and De Lozzo, M. and Rochoux, M. },
title = {Comparison of Polynomial Chaos and Gaussian Process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows},
year = {2018},
number = {6},
volume = {32},
pages = {1723-1741},
doi = {10.1007/s00477-017-1470-4},
journal = {Stochastic Environmental Research and Risk Assessment},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/10/GLOBC-Article-SERRA2017_Roy.pdf}}
Elmocayd, N., Ricci, S., Goutal, N., Rochoux, M., Boyaval, S., Goeury, C., Lucor, D. and Thual, O. (2018) Polynomial Surrogates for Open-Channel Flows in Random Steady State, Environmental Modeling and Assessment, 23 (3) , pp. 309–331, doi: 10.1007/s10666-017-9582-2
[bibtex] [pdf]
@ARTICLE{AR-CMGC-18-11,
author = {Elmocayd, N. and Ricci, S. and Goutal, N. and Rochoux, M. and Boyaval, S. and Goeury, C. and Lucor, D. and Thual, O. },
title = {Polynomial Surrogates for Open-Channel Flows in Random Steady State},
year = {2018},
number = {3},
volume = {23},
pages = {309–331},
doi = {10.1007/s10666-017-9582-2},
journal = {Environmental Modeling and Assessment},
pdf = {https://doi.org/10.1007/s10666-017-9582-2}}
Rochoux, M., Collin, A., Zhang, C., Trouvé, A., Lucor, D. and Moireau, P. (2018) Front shape similarity measure for front position sensitivity analysis and data assimilation for Eikonal equation, ESAIM: Proceedings and Survey, 63, pp. 258-279, doi: 10.1051/proc/201863258
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-18-4,
author = {Rochoux, M. and Collin, A. and Zhang, C. and Trouvé, A. and Lucor, D. and Moireau, P. },
title = {Front shape similarity measure for front position sensitivity analysis and data assimilation for Eikonal equation},
year = {2018},
volume = {63},
pages = {258-279},
doi = {10.1051/proc/201863258},
journal = {ESAIM: Proceedings and Survey},
pdf = {https://cerfacs.fr/wp-content/uploads/2018/08/GlobC-Article-Rochoux-proc_esaim2018_258.pdf},
url = {https://hal.inria.fr/hal-01625575/}}
Barthélémy, S., Ricci, S., Rochoux, M., Le Pape, E. and Thual, O. (2017) Ensemble-based data assimilation for operational flood forecasting – On the merits of state estimation for 1D hydrodynamic forecasting through the example of the Adour Maritime river, Journal of Hydrology, 552, pp. 210-224, ISSN 0022-1694, doi: 10.1016/j.jhydrol.2017.06.017
[bibtex]
@ARTICLE{AR-CMGC-17-115,
author = {Barthélémy, S. and Ricci, S. and Rochoux, M. and Le Pape, E. and Thual, O. },
title = {Ensemble-based data assimilation for operational flood forecasting – On the merits of state estimation for 1D hydrodynamic forecasting through the example of the Adour Maritime river},
year = {2017},
volume = {552},
pages = {210-224},
issn = {0022-1694},
doi = {10.1016/j.jhydrol.2017.06.017},
journal = {Journal of Hydrology}}
Zhang, C., Rochoux, M., Tang, W., Gollner, M., Filippi, J.-B. and Trouvé, A. (2017) Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment, Fire Safety Journal, 91, pp. 758-767, ISSN 0379-7112, doi: 10.1016/j.firesaf.2017.03.057
[bibtex]
@ARTICLE{AR-CMGC-17-134,
author = {Zhang, C. and Rochoux, M. and Tang, W. and Gollner, M. and Filippi, J.-B. and Trouvé, A. },
title = {Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment},
year = {2017},
volume = {91},
pages = {758-767},
issn = {0379-7112},
doi = {10.1016/j.firesaf.2017.03.057},
journal = {Fire Safety Journal}}
Habert, J., Ricci, S., Le Pape, E., Thual, O., Piacentini, A, Goutal, N., Jonville, G. and Rochoux, M. (2016) Reduction of the uncertainties in the water level-discharge relation of a 1D hydraulic model in the context of operational flood forecasting, Journal of Hydrology, 532, pp. 52-64, doi: 10.1016/j.jhydrol.2015.11.023
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-16-27934,
author = {Habert, J. and Ricci, S. and Le Pape, E. and Thual, O. and Piacentini, A and Goutal, N. and Jonville, G. and Rochoux, M. },
title = {Reduction of the uncertainties in the water level-discharge relation of a 1D hydraulic model in the context of operational flood forecasting},
year = {2016},
volume = {532},
pages = {52-64},
doi = {10.1016/j.jhydrol.2015.11.023},
journal = {Journal of Hydrology},
pdf = {https://cerfacs.fr/wp-content/uploads/2016/06/Habert_.pdf},
url = {http://www.sciencedirect.com/science/article/pii/S002216941500904X}}
Emery, C., Biancamaria, S., Boone, A., Garambois, P.-A., Ricci, S., Rochoux, M. and Decharme, B. (2016) Temporal Variance-Based Sensitivity Analysis of the River-Routing Component of the Large-Scale Hydrological Model ISBA-TRIP: Application on the Amazon Basin, Journal of Hydrometeorology, 17 (12) , pp. 3007-3027, doi: 10.1175/JHM-D-16-0050.1
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-16-305,
author = {Emery, C. and Biancamaria, S. and Boone, A. and Garambois, P.-A. and Ricci, S. and Rochoux, M. and Decharme, B. },
title = {Temporal Variance-Based Sensitivity Analysis of the River-Routing Component of the Large-Scale Hydrological Model ISBA-TRIP: Application on the Amazon Basin},
year = {2016},
number = {12},
volume = {17},
pages = {3007-3027},
doi = {10.1175/JHM-D-16-0050.1},
journal = {Journal of Hydrometeorology},
abstract = {The continental part of the water cycle is commonly represented with hydrological models. Yet, there are limits in their capacity to accurately estimate water storage and dynamics because of their coarse spatial resolution, simplified physics, and an incomplete knowledge of atmospheric forcing and input parameters. These errors can be diminished using data assimilation techniques. The modelâs most sensitive parameters should be identified beforehand. The objective of the present study is to highlight key parameters impacting the river-routing scheme Total Runoff Integrating Pathways (TRIP) while simulating river water height and discharge as a function of time focusing on the annual cycle. Thus, a sensitivity analysis based on the decomposition of model output variance (using a method called ANOVA) is utilized and applied over the Amazon basin. Tested parameters are perturbed with correcting factors. First, parameter-correcting coefficients are considered uniform over the entire basin. The results are specific to the TRIP model and show that geomorphological parameters explain around 95\% of the water height variance with purely additive contributions, all year long, with a dominating impact of the river Manning coefficient (40\%), the riverbed slope (35\%), and the river width (20\%). The results also show that discharge is essentially sensitive to the groundwater time constant that makes up more than 90\% of the variance. To a lesser extent, in rising/falling flow period, the discharge is also sensitive to geomorphological parameters. Next, the Amazon basin is divided into nine subregions and the sensitivity analysis is carried out for regionalized parameter-correcting coefficients. The results show that local-region parameters impact water height, while upstream-region parameters affect discharge. },
pdf = {https://cerfacs.fr/wp-content/uploads/2017/12/GLOBC-article-EMERY-Hydrometeo-2016.pdf},
url = {http://dx.doi.org/10.1175/JHM-D-16-0050.1}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2015) Towards predictive data-driven simulations of wildfire spread Part II: Ensemble Kalman Filter for the state estimation of a front-tracking simulator of wildfire spread, Natural Hazards and Earth System Sciences, 15 (8) , pp. 1721-1739, doi: 10.5194/nhess-15-1721-2015
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-15-25266,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive data-driven simulations of wildfire spread Part II: Ensemble Kalman Filter for the state estimation of a front-tracking simulator of wildfire spread},
year = {2015},
number = {8},
volume = {15},
pages = {1721-1739},
doi = {10.5194/nhess-15-1721-2015},
journal = {Natural Hazards and Earth System Sciences},
pdf = {https://cerfacs.fr/wp-content/uploads/2015/09/GLOBC-Rochoux-201503-Article-towards-predictive.pdf},
url = {http://www.nat-hazards-earth-syst-sci.net/15/1721/2015/nhess-15-1721-2015.html}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2014) Towards predictive data-driven simulations of wildfire spread - part 2: ensemble kalman filter for the state estimation of a front-tracking simulator of wildfire spread, Natural Hazards and Earth System Sciences Discussions, 2 (5) , pp. 3769 - 3820
[bibtex]
[url]
@ARTICLE{AR-CMGC-14-22277,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive data-driven simulations of wildfire spread - part 2: ensemble kalman filter for the state estimation of a front-tracking simulator of wildfire spread},
year = {2014},
number = {5},
volume = {2},
pages = {3769 - 3820},
journal = {Natural Hazards and Earth System Sciences Discussions},
url = {http://www.nat-hazards-earth-syst-sci-discuss.net/2/3769/2014/}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B. and Trouvé, A. (2014) Towards predictive data-driven simulations of wildfire spread - part 1: reduced-cost ensemble kalman filter based on a polynomial chaos surrogate model for parameter estimation, Natural Hazards and Earth System Sciences Discussions, 2 (5) , pp. 3289 - 3349
[bibtex]
[url]
@ARTICLE{AR-CMGC-14-22278,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive data-driven simulations of wildfire spread - part 1: reduced-cost ensemble kalman filter based on a polynomial chaos surrogate model for parameter estimation},
year = {2014},
number = {5},
volume = {2},
pages = {3289 - 3349},
journal = {Natural Hazards and Earth System Sciences Discussions},
url = {http://www.nat-hazards-earth-syst-sci-discuss.net/2/3289/2014/}}
Rochoux, M., Orlande, H.R.B., Colaço, M.J., Fudym, O., El Hafi, M., Cuenot, B. and Ricci, S. (2014) Application of particle filters to regional-scale wildfire spread, High Temperatures/High Pressures, 43 (6) , pp. 415-440, ISSN ISSN 0018-1544
[bibtex]
[url] [pdf]
@ARTICLE{AR-CMGC-14-22318,
author = {Rochoux, M. and Orlande, H.R.B. and Colaço, M.J. and Fudym, O. and El Hafi, M. and Cuenot, B. and Ricci, S. },
title = {Application of particle filters to regional-scale wildfire spread},
year = {2014},
number = {6},
volume = {43},
pages = {415-440},
issn = {ISSN 0018-1544},
journal = {High Temperatures/High Pressures},
pdf = {https://cerfacs.fr/wp-content/uploads/2016/10/GLOBC-Article-Rochoux-2014.pdf},
url = {https://www.researchgate.net/journal/1472-3441_High_Temperatures-High_Pressures}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B. and Trouvé, A. (2014) Towards predictive data-driven simulations of wildfire spread - part 1: reduced-cost ensemble kalman filter based on a polynomial chaos surrogate model for parameter estimation, Natural Hazards and Earth System Sciences, 14 (11) , pp. 2951-2973, doi: 10.5194/nhess-14-2951-2014
[bibtex]
@ARTICLE{AR-CMGC-14-23,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive data-driven simulations of wildfire spread - part 1: reduced-cost ensemble kalman filter based on a polynomial chaos surrogate model for parameter estimation},
year = {2014},
number = {11},
volume = {14},
pages = {2951-2973},
doi = {10.5194/nhess-14-2951-2014},
journal = {Natural Hazards and Earth System Sciences}}
Rochoux, M., Cuenot, B., Ricci, S., Trouvé, A., Delmotte, B., Massart, S., Paoli, R. and Paugam, R. (2013) Data assimilation applied to combustion, Comptes Rendus Mécanique, 341, pp. 266 - 276
[bibtex]
[url]
@ARTICLE{AR-AE-13-20464,
author = {Rochoux, M. and Cuenot, B. and Ricci, S. and Trouvé, A. and Delmotte, B. and Massart, S. and Paoli, R. and Paugam, R. },
title = {Data assimilation applied to combustion},
year = {2013},
volume = {341},
pages = {266 - 276},
journal = {Comptes Rendus Mécanique},
url = {http://www.sciencedirect.com/science/article/pii/S1631072112001751}}
Rochoux, M., Delmotte, B., Cuenot, B., Ricci, S. and Trouvé, A. (2013) Regional-scale simulations of wildland fire spread informed by real-time flame front observations, Proceedings of the Combustion Institute, 34, pp. 2641 - 2647
[bibtex]
[url]
@ARTICLE{AR-CFD-13-21484,
author = {Rochoux, M. and Delmotte, B. and Cuenot, B. and Ricci, S. and Trouvé, A. },
title = {Regional-scale simulations of wildland fire spread informed by real-time flame front observations},
year = {2013},
volume = {34},
pages = {2641 - 2647},
journal = {Proceedings of the Combustion Institute},
url = {http://www.sciencedirect.com/science/article/pii/S1540748912001988}}
Rochoux, M., Cuenot, B., Ricci, S., Trouvé, A., Delmotte, B., Massart, S., Paoli, R. and Paugam, R. (2013) Data assimilation applied to combustion, Comptes Rendus de l’Académie des Sciences – Mécanique, 341, pp. 266 - 276
[bibtex]
@article{AR-CFD-13-21485,
author = {Rochoux, M. and Cuenot, B. and Ricci, S. and Trouv´{e}, A. and Delmotte, B. and Massart, S. and Paoli, R. and Paugam, R. },
title = {Data assimilation applied to combustion},
year = {2013},
volume = {341},
pages = {266 - 276},
journal = {Comptes Rendus de l’Acad´{e}mie des Sciences – M´{e}canique}}
Rochoux, M., Cuenot, B., Ricci, S., Trouvé, A., Delmotte, B., Massart, S., Paoli, R. and Paugam, R. (2013) Data assimilation applied to combustion, Comptes Rendus Mécanique, 341 (1-2) , pp. 266 - 276, ISSN 1631-0721
[bibtex]
[url]
@ARTICLE{AR-CMGC-13-22270,
author = {Rochoux, M. and Cuenot, B. and Ricci, S. and Trouvé, A. and Delmotte, B. and Massart, S. and Paoli, R. and Paugam, R. },
title = {Data assimilation applied to combustion},
year = {2013},
number = {1-2},
volume = {341},
pages = {266 - 276},
issn = {1631-0721},
journal = {Comptes Rendus Mécanique},
url = {http://www.sciencedirect.com/science/article/pii/S1631072112001751}}
@CONFERENCE
Lumet, E., Rochoux, M., Jaravel, T. and Lacroix, S. (2024) Reduced-cost EnKF for parameter estimation of microscale atmospheric pollutant dispersion models, 19th International EnKF workshop, Os, Norvège, 17-19 June. 2024
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-24-44,
author = {Lumet, E. and Rochoux, M. and Jaravel, T. and Lacroix, S. },
title = {Reduced-cost EnKF for parameter estimation of microscale atmospheric pollutant dispersion models},
year = {2024},
booktitle = {19th International EnKF workshop, Os, Norvège, 17-19 June},
pdf = {https://cerfacs.fr/wp-content/uploads/2024/06/19th-intrnational-EnKF-workshop_PR_CMGC_24_44.pdf}}
Rochoux, M. and Paugam, R. (2024) Challenges in building a system for assimilating airborne thermal infrared data to predict wildland fire behavior, 19th International EnKF workshop, Os, Norvège, 17-19 June. 2024
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-24-45,
author = {Rochoux, M. and Paugam, R. },
title = {Challenges in building a system for assimilating airborne thermal infrared data to predict wildland fire behavior},
year = {2024},
booktitle = {19th International EnKF workshop, Os, Norvège, 17-19 June},
pdf = {https://cerfacs.fr/wp-content/uploads/2024/06/19th-intrnational-EnKF-workshop_PR_CMGC_24_45.pdf}}
Antolin, W., Rochoux, M. and Le Moigne, P. (2024) The role of forest canopy-wind interactions on experimental fire behavior using coupled atmosphere-fire modeling, EGU General Meeting 2024, Vienne, Autriche, 15-19 April. 2024
[bibtex]
[url] [pdf]
@CONFERENCE{PR-CMGC-24-46,
author = {Antolin, W. and Rochoux, M. and Le Moigne, P. },
title = {The role of forest canopy-wind interactions on experimental fire behavior using coupled atmosphere-fire modeling},
year = {2024},
booktitle = {EGU General Meeting 2024, Vienne, Autriche, 15-19 April},
keywords = {EGU oral},
pdf = {https://cerfacs.fr/wp-content/uploads/2024/04/EGU-General-Assembly-2024_PR_CMGC_24_46.pdf},
url = {https://meetingorganizer.copernicus.org/EGU24/EGU24-17604.html}}
Rochoux, M. and Le Moigne, P. (2024) Améliorer la représentation du combustible dans la modélisation couplée feu-atmosphère en tirant parti de SURFEX/ISBA et des données d’observations, Séminaire de télédétection hydrique et feu, Avignon, France, 11 avril. 2024
[bibtex]
@CONFERENCE{PR-CMGC-24-48,
author = {Rochoux, M. and Le Moigne, P. },
title = {Améliorer la représentation du combustible dans la modélisation couplée feu-atmosphère en tirant parti de SURFEX/ISBA et des données d’observations},
year = {2024},
booktitle = {Séminaire de télédétection hydrique et feu, Avignon, France, 11 avril}}
Rochoux, M., Lumet, E., Jaravel, T. and Lacroix, S. (2024) Prendre en compte les incertitudes dans les prévisions de dispersion atmosphérique de polluants en milieu urbain - Invited conference, Forum TERATEC 2024 - Atelier Risques naturels et technologiques, Paris, France, 29-30 Mai. 2024
[bibtex]
@CONFERENCE{PR-CMGC-24-49,
author = {Rochoux, M. and Lumet, E. and Jaravel, T. and Lacroix, S. },
title = {Prendre en compte les incertitudes dans les prévisions de dispersion atmosphérique de polluants en milieu urbain - Invited conference},
year = {2024},
booktitle = {Forum TERATEC 2024 - Atelier Risques naturels et technologiques, Paris, France, 29-30 Mai}}
Lumet, E., Rochoux, M., Jaravel, T. and Lacroix, S. (2024) Surrogate-based data assimilation for microscale atmospheric pollutant dispersion, EGU General Meeting 2024, Vienne, Autriche, 15-19 April. 2024
[bibtex]
[url] [pdf]
@CONFERENCE{PR-CMGC-24-50,
author = {Lumet, E. and Rochoux, M. and Jaravel, T. and Lacroix, S. },
title = {Surrogate-based data assimilation for microscale atmospheric pollutant dispersion},
year = {2024},
booktitle = {EGU General Meeting 2024, Vienne, Autriche, 15-19 April},
keywords = {EGU Poster},
pdf = {https://cerfacs.fr/wp-content/uploads/2024/04/EGU-General-Meeting-2024_PR_CMGC_24_50.pdf},
url = {https://meetingorganizer.copernicus.org/EGU24/EGU24-17987.html}}
Antolin, W., Rochoux, M. and Le Moigne, P. (2024) Wavelet analysis to reveal fluctuations in near-surface temperature and wind speed during the FireFlux I experimental fire, 4th European Symposium on Fire Safety Science (ESFSS 2024), Barcelona, Spain, October 9-10. 2024
[bibtex]
@CONFERENCE{PR-CMGC-24-93,
author = {Antolin, W. and Rochoux, M. and Le Moigne, P. },
title = {Wavelet analysis to reveal fluctuations in near-surface temperature and wind speed during the FireFlux I experimental fire},
year = {2024},
booktitle = {4th European Symposium on Fire Safety Science (ESFSS 2024), Barcelona, Spain, October 9-10}}
Rochoux, M. (2024) Comment anticiper les feux de forêts de demain ?, Festi' Val d'Azun de la Terre aux Etoiles, Gaillagos, France, 19-21 Août. 2024
[bibtex]
[url]
@CONFERENCE{PR-CMGC-24-115,
author = {Rochoux, M. },
title = {Comment anticiper les feux de forêts de demain ?},
year = {2024},
booktitle = {Festi´ Val d´Azun de la Terre aux Etoiles, Gaillagos, France, 19-21 Août},
url = {https://www.festivaldazun.org/index.php/fr/}}
Rochoux, M. (2024) Le réchauffement climatique et les feux extrêmes, Le Petit Festival de la Côte Vermeille, Cerbère, France, 23-27 Août. 2024
[bibtex]
[url]
@CONFERENCE{PR-CMGC-24-116,
author = {Rochoux, M. },
title = {Le réchauffement climatique et les feux extrêmes},
year = {2024},
booktitle = {Le Petit Festival de la Côte Vermeille, Cerbère, France, 23-27 Août},
url = {https://lepetitfestivaldelacotevermeille.fr/}}
Foudad , M., Sanchez-Gomez, E., Rochoux, M., Jaravel, T. and Terray, L. (2023) Present climate characterization and future changes in Clear-Air Turbulence (CAT) over the northern hemisphere, EASA (European Union Aviation Safety Agency) Conference, Cologne, Germany, 23-24 march. 2023
[bibtex]
@CONFERENCE{PR-CMGC-23-40,
author = {Foudad , M. and Sanchez-Gomez, E. and Rochoux, M. and Jaravel, T. and Terray, L. },
title = {Present climate characterization and future changes in Clear-Air Turbulence (CAT) over the northern hemisphere},
year = {2023},
booktitle = {EASA (European Union Aviation Safety Agency) Conference, Cologne, Germany, 23-24 march}}
Nony, B., Rochoux, M., Jaravel, T. and Lucor, D. (2023) Reduced-order model for microscale atmospheric dispersion combining multi-fidelity LES and RANS data, 5th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Athens, Greece, 12-14 june. 2023, doi: 10.7712/120223.10337.19817
[bibtex]
@CONFERENCE{PR-CMGC-23-41,
author = {Nony, B. and Rochoux, M. and Jaravel, T. and Lucor, D. },
title = {Reduced-order model for microscale atmospheric dispersion combining multi-fidelity LES and RANS data},
year = {2023},
booktitle = {5th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Athens, Greece, 12-14 june},
doi = {10.7712/120223.10337.19817}}
Foudad , M., Sanchez-Gomez, E., Jaravel, T., Rochoux, M. and Terray, L. (2023) Impact du changement climatique sur les turbulences en ciel clair, liens avec l'EASA et Airbus - Invited conference, Commission Aviation de transport du CSM, Météo France, Saint-Mandé, 21 septembre. 2023
[bibtex]
@CONFERENCE{PR-CMGC-23-149,
author = {Foudad , M. and Sanchez-Gomez, E. and Jaravel, T. and Rochoux, M. and Terray, L. },
title = {Impact du changement climatique sur les turbulences en ciel clair, liens avec l´EASA et Airbus - Invited conference},
year = {2023},
booktitle = {Commission Aviation de transport du CSM, Météo France, Saint-Mandé, 21 septembre},
keywords = {invite}}
Foudad , M., Sanchez-Gomez, E., Jaravel, T., Rochoux, M. and Terray, L. (2023) Past and Future Trends in Clear-Air Turbulence over the Northern Hemisphere - Invited conference, Séminaire University of Reading, UK, June 13. 2023
[bibtex]
@CONFERENCE{PR-CMGC-23-150,
author = {Foudad , M. and Sanchez-Gomez, E. and Jaravel, T. and Rochoux, M. and Terray, L. },
title = {Past and Future Trends in Clear-Air Turbulence over the Northern Hemisphere - Invited conference},
year = {2023},
booktitle = {Séminaire University of Reading, UK, June 13},
keywords = {invite}}
Antolin, W., Rochoux, M. and Le Moigne, P. (2023) Study of canopy drag effects during an experimental fire using Meso-NH, 12th Meso-NH User's Meeting, Toulouse, France, 18-20 Octobre. 2023
[bibtex]
@CONFERENCE{PR-CMGC-23-172,
author = {Antolin, W. and Rochoux, M. and Le Moigne, P. },
title = {Study of canopy drag effects during an experimental fire using Meso-NH},
year = {2023},
booktitle = {12th Meso-NH User's Meeting, Toulouse, France, 18-20 Octobre}}
Rochoux, M. (2023) Comprendre et anticiper le comportement des feux par l'assimilation de données et une modélisation couplée à l'atmosphère - invited conference, Conférence-débat à l’Académie des Sciences sur le thème de la « Modélisation et monitoring des feux de forêts », Institut de France, Paris, 5 décembre. 2023
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-23-199,
author = {Rochoux, M. },
title = {Comprendre et anticiper le comportement des feux par l´assimilation de données et une modélisation couplée à l´atmosphère - invited conference},
year = {2023},
booktitle = {Conférence-débat à l’Académie des Sciences sur le thème de la « Modélisation et monitoring des feux de forêts », Institut de France, Paris, 5 décembre},
keywords = {invite},
pdf = {https://cerfacs.fr/wp-content/uploads/2023/12/PR_CMGC_23_199.pdf}}
Rochoux, M. (2023) Combiner modélisation et mesures pour mieux comprendre et anticiper le comportement des incendies de forêt aux échelles géographiques - invited conference, Atelier, Drones et Sciences de l’Atmosphère, ENAC, Toulouse, 8 décembre. 2023
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-23-200,
author = {Rochoux, M. },
title = {Combiner modélisation et mesures pour mieux comprendre et anticiper le comportement des incendies de forêt aux échelles géographiques - invited conference},
year = {2023},
booktitle = { Atelier, Drones et Sciences de l’Atmosphère, ENAC, Toulouse, 8 décembre},
keywords = {invite},
pdf = {https://cerfacs.fr/wp-content/uploads/2023/12/PR_CMGC_23_200.pdf}}
Foudad , M., Sanchez-Gomez, E., Rochoux, M., Jaravel, T. and Terray, L. (2022) Present climate characterization and future changes in Clear-Air Turbulence (CAT) over the northern hemisphere, EGU General Assembly, Vienna, Austria and online, 23–27 May - EGU22-2796. 2022, doi: 10.5194/egusphere-egu22-2796
[bibtex]
[url]
@CONFERENCE{PR-CMGC-22-54,
author = {Foudad , M. and Sanchez-Gomez, E. and Rochoux, M. and Jaravel, T. and Terray, L. },
title = {Present climate characterization and future changes in Clear-Air Turbulence (CAT) over the northern hemisphere},
year = {2022},
booktitle = {EGU General Assembly, Vienna, Austria and online, 23–27 May - EGU22-2796},
doi = {10.5194/egusphere-egu22-2796},
keywords = {EGU PAPER},
url = {https://meetingorganizer.copernicus.org/EGU22/EGU22-2796.html}}
Foudad , M., Sanchez-Gomez, E., Rochoux, M., Jaravel, T. and Terray, L. (2022) Analysis of recent trends of clear-air turbulence in wintertime over the northern hemisphere, AOGS 19th annual meeting. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-92,
author = {Foudad , M. and Sanchez-Gomez, E. and Rochoux, M. and Jaravel, T. and Terray, L. },
title = {Analysis of recent trends of clear-air turbulence in wintertime over the northern hemisphere},
year = {2022},
booktitle = {AOGS 19th annual meeting}}
Rochoux, M. and Nagel, T. (2022) Simulating microscale meteorology in urban environment - invited conference, Journée thématique SFT, Données climatiques pour le bâtiment, Paris, France, 8 Décembre. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-103,
author = {Rochoux, M. and Nagel, T. },
title = {Simulating microscale meteorology in urban environment - invited conference},
year = {2022},
booktitle = {Journée thématique SFT, Données climatiques pour le bâtiment, Paris, France, 8 Décembre}}
Rochoux, M., Nony, B., Zhang, C., Lucor, D., Jaravel, T., Collin, A. and Moireau, P. (2022) Assimilating fire front position and emulating boundary-layer flow simulations for wildland fire behavior ensemble prediction and reanalysis - invited conference, Séminaire UQSay, online, 19 May. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-104,
author = {Rochoux, M. and Nony, B. and Zhang, C. and Lucor, D. and Jaravel, T. and Collin, A. and Moireau, P. },
title = {Assimilating fire front position and emulating boundary-layer flow simulations for wildland fire behavior ensemble prediction and reanalysis - invited conference},
year = {2022},
booktitle = {Séminaire UQSay, online, 19 May}}
Rochoux, M., Nony, B., Zhang, C., Lucor, D., Jaravel, T., Collin, A., Moireau, P. and Trouvé, A. (2022) Assimilating fire front position and emulating boundary-layer flow simulations for wildland fire behavior ensemble prediction and reanalysis - invited conference, Séminaire UQSay, online 19 mai. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-113,
author = {Rochoux, M. and Nony, B. and Zhang, C. and Lucor, D. and Jaravel, T. and Collin, A. and Moireau, P. and Trouvé, A. },
title = {Assimilating fire front position and emulating boundary-layer flow simulations for wildland fire behavior ensemble prediction and reanalysis - invited conference},
year = {2022},
booktitle = {Séminaire UQSay, online 19 mai}}
Paugam, R., Mell, W., Filippi, J.-B., Rochoux, M. and Wooster, M. (2022) High-resolution fire behavior monitoring and plume simulation in the context of experimental fire, IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-132,
author = {Paugam, R. and Mell, W. and Filippi, J.-B. and Rochoux, M. and Wooster, M. },
title = {High-resolution fire behavior monitoring and plume simulation in the context of experimental fire},
year = {2022},
booktitle = {IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal}}
Roubelat, F., Costes, A., Antolin, W. and Rochoux, M. (2022) Identifying the most influential parameters in experimental grass fire spread modeling using global sensitivity analysis, IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-133,
author = {Roubelat, F. and Costes, A. and Antolin, W. and Rochoux, M. },
title = {Identifying the most influential parameters in experimental grass fire spread modeling using global sensitivity analysis},
year = {2022},
booktitle = {IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal}}
Antolin, W., Costes, A., Rochoux, M. and Le Moigne, P. (2022) Accounting for the canopy drag effect on wildland fire spread in coupled atmosphere/fire simulations, IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-134,
author = {Antolin, W. and Costes, A. and Rochoux, M. and Le Moigne, P. },
title = {Accounting for the canopy drag effect on wildland fire spread in coupled atmosphere/fire simulations},
year = {2022},
booktitle = {IX International Conference on Forest Fire Research, Coimbra, 11-18 November, Portugal}}
Lumet, E., Rochoux, M., Lacroix, S., Jaravel, T. and Vermorel, O. (2022) Sensitivity analysis of microscale pollutant dispersion large-eddy simulations towards observation network design, 21st International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Aveiro, 27-30 September, Portugal. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-135,
author = {Lumet, E. and Rochoux, M. and Lacroix, S. and Jaravel, T. and Vermorel, O. },
title = {Sensitivity analysis of microscale pollutant dispersion large-eddy simulations towards observation network design},
year = {2022},
booktitle = {21st International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Aveiro, 27-30 September, Portugal}}
Nony, B., Rochoux, M., Lucor, D. and Jaravel, T. (2022) Adaptive Gaussian process surrogate modelling of large-eddy simulations for microscale atmospheric dispersion, 8th European Congress on Computational Methods in Applied Sciences and Engineering, Oslo, 05-09 June, Norway. 2022
[bibtex]
@CONFERENCE{PR-CMGC-22-164,
author = {Nony, B. and Rochoux, M. and Lucor, D. and Jaravel, T. },
title = {Adaptive Gaussian process surrogate modelling of large-eddy simulations for microscale atmospheric dispersion},
year = {2022},
booktitle = {8th European Congress on Computational Methods in Applied Sciences and Engineering, Oslo, 05-09 June, Norway}}
Rochoux, M. and Jappiot, M. (2021) Designing the future of wildfire modeling guided by high-resolution remote sensing data, Atelier TERATEC “Données satellitaires et Environnement”, 23 June. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-173,
author = {Rochoux, M. and Jappiot, M. },
title = {Designing the future of wildfire modeling guided by high-resolution remote sensing data},
year = {2021},
booktitle = {Atelier TERATEC “Données satellitaires et Environnement”, 23 June},
keywords = {invited}}
Costes, A., Lac, C., Rochoux, M. and Masson, V. (2021) Wildland fire behavior simulations using the coupled model Meso-NH/BLAZE and evaluation of the Meso-NH compressible version, Journées Utilisateurs Meso-NH, 2-3 December. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-175,
author = {Costes, A. and Lac, C. and Rochoux, M. and Masson, V. },
title = {Wildland fire behavior simulations using the coupled model Meso-NH/BLAZE and evaluation of the Meso-NH compressible version},
year = {2021},
booktitle = {Journées Utilisateurs Meso-NH, 2-3 December},
keywords = {oral}}
Costes, A., Lac, C., Rochoux, M. and Masson, V. (2021) Analysis of the MesoNH-Fire model response to modeling assumptions and parametric uncertainties, Workshop ANR FireCaster, Cargèse (France), 15-19 November. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-176,
author = {Costes, A. and Lac, C. and Rochoux, M. and Masson, V. },
title = {Analysis of the MesoNH-Fire model response to modeling assumptions and parametric uncertainties},
year = {2021},
booktitle = {Workshop ANR FireCaster, Cargèse (France), 15-19 November},
keywords = {oral}}
Lumet, E., Rochoux, M., Jaravel, T. and Lacroix, S. (2021) Assimilation de données de capteurs mobiles pour la simulation de panache atmosphérique à micro-échelle, Atelier “Mesure de la qualité de l’air”, Instrumentation pour le suivi environnemental, Cycle d’ateliers nationaux 2021, online event, 29-30 September. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-177,
author = {Lumet, E. and Rochoux, M. and Jaravel, T. and Lacroix, S. },
title = {Assimilation de données de capteurs mobiles pour la simulation de panache atmosphérique à micro-échelle, Atelier “Mesure de la qualité de l’air”, Instrumentation pour le suivi environnemental},
year = {2021},
booktitle = {Cycle d’ateliers nationaux 2021, online event, 29-30 September},
keywords = {oral}}
Rochoux, M., Costes, A., Paugam, R. and Trouvé, A. (2021) Data assimilation for landscape-scale wildland fire behavior, WCRP-WWRP Symposium on Data Assimilation and Reanalysis, online event, 13-18 September. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-178,
author = {Rochoux, M. and Costes, A. and Paugam, R. and Trouvé, A. },
title = {Data assimilation for landscape-scale wildland fire behavior},
year = {2021},
booktitle = {WCRP-WWRP Symposium on Data Assimilation and Reanalysis, online event, 13-18 September},
keywords = {oral}}
Costes, A., Lac, C., Rochoux, M. and Masson, V. (2021) Validité de l’hypothèse anélastique pour la simulation du comportement d’un incendie de forêt dans un modèle couple feu/atmosphère, 29èmes journées du Groupement de Recherche CNRS Feux, online event, 1-2 July. 2021
[bibtex]
@CONFERENCE{PR-CFD-21-180,
author = {Costes, A. and Lac, C. and Rochoux, M. and Masson, V. },
title = {Validité de l’hypothèse anélastique pour la simulation du comportement d’un incendie de forêt dans un modèle couple feu/atmosphère},
year = {2021},
booktitle = {29èmes journées du Groupement de Recherche CNRS Feux, online event, 1-2 July},
keywords = {oral}}
Nony, B., Rochoux, M., Lucor, D. and Jaravel, T. (2021) Compound parametric metamodeling of large-eddy simulations for micro-scale atmospheric dispersion, 20th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO), Tartu (Estonia), 14-18 June. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-181,
author = {Nony, B. and Rochoux, M. and Lucor, D. and Jaravel, T. },
title = {Compound parametric metamodeling of large-eddy simulations for micro-scale atmospheric dispersion},
year = {2021},
booktitle = {20th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO), Tartu (Estonia), 14-18 June},
keywords = {oral}}
Rochoux, M., Collin, A., Costes, A., Zhang, C., Trouvé, A., Lucor, D. and Moireau, P. (2021) Shape-oriented sensitivity analysis and data assimilation for wildland fire applications, International EnKF workshop 2021, online event, 7-9 June. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-183,
author = {Rochoux, M. and Collin, A. and Costes, A. and Zhang, C. and Trouvé, A. and Lucor, D. and Moireau, P. },
title = {Shape-oriented sensitivity analysis and data assimilation for wildland fire applications},
year = {2021},
booktitle = {International EnKF workshop 2021, online event, 7-9 June},
keywords = {oral}}
Nony, B., Rochoux, M., Lucor, D. and Jaravel, T. (2021) Metamodelling for micro-scale atmospheric pollutant dispersion large-eddy simulation, MascotNum Annual Conference, Aussois (France), 27-30 April. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-184,
author = {Nony, B. and Rochoux, M. and Lucor, D. and Jaravel, T. },
title = {Metamodelling for micro-scale atmospheric pollutant dispersion large-eddy simulation},
year = {2021},
booktitle = {MascotNum Annual Conference, Aussois (France), 27-30 April},
keywords = {poster}}
Costes, A., Rochoux, M., Lac, C. and Masson, V. (2021) Exploring the sensitivity of the atmospheric response to surface fire heat fluxes, AMS (American Meteorological Society) 20th Annual Student Conference, New Orleans (USA), 10-14 January. 2021
[bibtex]
@CONFERENCE{PR-CMGC-21-186,
author = {Costes, A. and Rochoux, M. and Lac, C. and Masson, V. },
title = {Exploring the sensitivity of the atmospheric response to surface fire heat fluxes},
year = {2021},
booktitle = {AMS (American Meteorological Society) 20th Annual Student Conference, New Orleans (USA), 10-14 January},
keywords = {poster}}
Paugam, R., Rochoux, M., Cazard, N., Lapeyre, C., Mell, W., Johnston, J. and Wooster, M. (2019) Computing high resolution fire behavior metrics from prescribed burn using handheld airborne thermal camera observations, 6th International Fire Behavior and Fuels Conference, Marseille, 29 April-3 May, France. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-88,
author = {Paugam, R. and Rochoux, M. and Cazard, N. and Lapeyre, C. and Mell, W. and Johnston, J. and Wooster, M. },
title = {Computing high resolution fire behavior metrics from prescribed burn using handheld airborne thermal camera observations},
year = {2019},
booktitle = {6th International Fire Behavior and Fuels Conference, Marseille, 29 April-3 May, France}}
Rochoux, M., Zhang, C., Frebourg, N., Collin, A., Moireau, P., Lucor, D. and Trouvé, A. (2019) Front data assimilation and sensitivity analysis for data-driven wildland fire spread simulations, 6th International Fire Behavior and Fuels Conference, Marseille, 29 April-3 May, France. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-89,
author = {Rochoux, M. and Zhang, C. and Frebourg, N. and Collin, A. and Moireau, P. and Lucor, D. and Trouvé, A. },
title = {Front data assimilation and sensitivity analysis for data-driven wildland fire spread simulations},
year = {2019},
booktitle = {6th International Fire Behavior and Fuels Conference, Marseille, 29 April-3 May, France}}
Paugam, R., Rochoux, M., Cazard, N., Lapeyre, C., Mell, W. and Wooster, M. (2019) Image segmentation – Fire front extraction for rate of spread estimation, European Geophysical Union (EGU), Vienna, 15-19 April, Austria,. 2019
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-19-90,
author = {Paugam, R. and Rochoux, M. and Cazard, N. and Lapeyre, C. and Mell, W. and Wooster, M. },
title = {Image segmentation – Fire front extraction for rate of spread estimation},
year = {2019},
booktitle = {European Geophysical Union (EGU), Vienna, 15-19 April, Austria,},
keywords = {egu poster},
pdf = {https://www.egu2019.eu}}
Paugam, R., Rochoux, M., Cazard, N., Lapeyre, C., Mell, W. and Wooster, M. (2019) Image segmentation – Fire front extraction for rate of spread estimation, Journée thématique Intelligence Artificielle et Océan-Atmosphère-Climat (LEFE), 6 February, Rennes, France . 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-91,
author = {Paugam, R. and Rochoux, M. and Cazard, N. and Lapeyre, C. and Mell, W. and Wooster, M. },
title = {Image segmentation – Fire front extraction for rate of spread estimation},
year = {2019},
booktitle = {Journée thématique Intelligence Artificielle et Océan-Atmosphère-Climat (LEFE), 6 February, Rennes, France }}
Rochoux, M., Costes, A., Paugam, R., Rea, G., Thouron, L., Trucchia, A., Zhang, C., Jaravel, T., Lac, C., Masson, V., Trouvé, A., Vermorel, O. and Lucor, D. (2019) Emulating environmental modeling systems in presence of uncertainties: overview and challenges, Workshop on Frontiers of Uncertainty Quantification in Fluid Dynamics, Pisa,11-13 September, Italy. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-130,
author = {Rochoux, M. and Costes, A. and Paugam, R. and Rea, G. and Thouron, L. and Trucchia, A. and Zhang, C. and Jaravel, T. and Lac, C. and Masson, V. and Trouvé, A. and Vermorel, O. and Lucor, D. },
title = {Emulating environmental modeling systems in presence of uncertainties: overview and challenges},
year = {2019},
booktitle = {Workshop on Frontiers of Uncertainty Quantification in Fluid Dynamics, Pisa,11-13 September, Italy}}
Costes, A., Lac, C., Masson, V. and Rochoux, M. (2019) Compressible version of the Meso-NH model and application to coupled fire-atmosphere simulations, Journées Utilisateurs Meso-NH, OMP Toulouse, 7-8 October. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-171,
author = {Costes, A. and Lac, C. and Masson, V. and Rochoux, M. },
title = {Compressible version of the Meso-NH model and application to coupled fire-atmosphere simulations},
year = {2019},
booktitle = {Journées Utilisateurs Meso-NH, OMP Toulouse, 7-8 October}}
Rochoux, M., Jaravel, T., Vermorel, O., Auguste, F., Nony, B., Rea, G. and Thouron, L. (2019) High-resolution simulation and uncertainty analysis for air pollutant dispersion at site scale, Journées Utilisateurs Meso-NH, OMP Toulouse, 7-8 October. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-172,
author = {Rochoux, M. and Jaravel, T. and Vermorel, O. and Auguste, F. and Nony, B. and Rea, G. and Thouron, L. },
title = {High-resolution simulation and uncertainty analysis for air pollutant dispersion at site scale},
year = {2019},
booktitle = {Journées Utilisateurs Meso-NH, OMP Toulouse, 7-8 October}}
Rochoux, M., Costes, A., Paugam, R., Zhang, C., Trouvé, A., Collin, A. and Moireau, P. (2019) Data assimilation for wildland fire behavior, Drone Garden Workshop organized by GIS Micro-drones, Toulouse (France), 6-7 June. 2019
[bibtex]
@CONFERENCE{PR-CMGC-19-173,
author = {Rochoux, M. and Costes, A. and Paugam, R. and Zhang, C. and Trouvé, A. and Collin, A. and Moireau, P. },
title = {Data assimilation for wildland fire behavior},
year = {2019},
booktitle = {Drone Garden Workshop organized by GIS Micro-drones, Toulouse (France), 6-7 June},
keywords = {invite}}
Filippi, J.-B., Perez, Y., Allaire, F., Costes, A., Rochoux, M., Mallet, V. and Lac, C. (2018) High resolution weather forecasting tool chain for forest fire behaviour, VIII International Conference on Forest Fire Research, Coimbra, Portugal, 12-16 November. 2018
[bibtex]
@CONFERENCE{PR-CMGC-18-96,
author = {Filippi, J.-B. and Perez, Y. and Allaire, F. and Costes, A. and Rochoux, M. and Mallet, V. and Lac, C. },
title = {High resolution weather forecasting tool chain for forest fire behaviour},
year = {2018},
booktitle = {VIII International Conference on Forest Fire Research, Coimbra, Portugal, 12-16 November}}
Costes, A., Lac, C., Masson, V. and Rochoux, M. (2018) An upper non-reflecting boundary condition for atmospheric compressible flow, VIII International Conference on Forest Fire Research, Coimbra, Portugal, 12-16 November. 2018
[bibtex]
@CONFERENCE{PR-CMGC-18-97,
author = {Costes, A. and Lac, C. and Masson, V. and Rochoux, M. },
title = {An upper non-reflecting boundary condition for atmospheric compressible flow},
year = {2018},
booktitle = { VIII International Conference on Forest Fire Research, Coimbra, Portugal, 12-16 November}}
Zhang, C., Collin, A., Moireau, P., Trouvé, A. and Rochoux, M. (2018) Front shape similarity measure for data-driven simulations of wild land fire spread based on state estimation : Application to the RxCADRE field-scale experiment, 37th International Symposium on Combustion, Dublin, Ireland, 29 July-3 August. 2018
[bibtex]
@CONFERENCE{PR-CMGC-18-98,
author = {Zhang, C. and Collin, A. and Moireau, P. and Trouvé, A. and Rochoux, M. },
title = {Front shape similarity measure for data-driven simulations of wild land fire spread based on state estimation : Application to the RxCADRE field-scale experiment},
year = {2018},
booktitle = {37th International Symposium on Combustion, Dublin, Ireland, 29 July-3 August}}
Rochoux, M., Zhang, C., Paugam, R. and Trouvé, A. (2018) Overview and challenges of data-driven wildland fire spread modeling, Workshop on Mathematics and Wildfires – International Center for Mathematics (CIM), 8-9 November, Coimbra, Portugal. 2018
[bibtex]
@CONFERENCE{PR-CMGC-18-177,
author = {Rochoux, M. and Zhang, C. and Paugam, R. and Trouvé, A. },
title = {Overview and challenges of data-driven wildland fire spread modeling},
year = {2018},
booktitle = {Workshop on Mathematics and Wildfires – International Center for Mathematics (CIM), 8-9 November, Coimbra, Portugal},
keywords = {Invite}}
Rochoux, M., Zhang, C., Frebourg, N., Lucor, D., Trouvé, A., Moireau, P. and Collin, A. (2018) Recent advances in data-driven wildland fire spread modeling: Treatment of position errors and joint state-parameter estimation, 7th French National Symposium on Data Assimilation (LEFE), 26-28 September, Rennes, France. 2018
[bibtex]
@CONFERENCE{PR-CMGC-18-178,
author = {Rochoux, M. and Zhang, C. and Frebourg, N. and Lucor, D. and Trouvé, A. and Moireau, P. and Collin, A. },
title = {Recent advances in data-driven wildland fire spread modeling: Treatment of position errors and joint state-parameter estimation},
year = {2018},
booktitle = {7th French National Symposium on Data Assimilation (LEFE), 26-28 September, Rennes, France}}
Zhang, C., Rochoux, M., Collin, A., Moireau, P., Tang, W., Gollner, M., Ellicott, E. and Trouvé, A. (2017) Front shape comparison in data-driven wildland fire spread simulations, 10th US National Combustion Meeting., College Park, Maryland, USA, 4 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-18,
author = {Zhang, C. and Rochoux, M. and Collin, A. and Moireau, P. and Tang, W. and Gollner, M. and Ellicott, E. and Trouvé, A. },
title = {Front shape comparison in data-driven wildland fire spread simulations},
year = {2017},
month = {4},
booktitle = {10th US National Combustion Meeting},
address = {College Park, Maryland, USA},
abstract = {The objective of this project is to develop a data-driven wildfire spread simulator called FIREFLY. FIREFLY features the following components: a front-tracking solver that adopts a regional-scale viewpoint and treats wildfires as propagating fronts; a series of observations of the fire front position; and a data assimilation algorithm, based on an ensemble Kalman filter, to decrease the distance between simulated and observed fire fronts. In past work, FIREFLY treated the observed fire front as a discretized contour with a finite set of markers. The distance between simulated and observed fronts was computed by pairing each observed marker with its closest neighbor along the simulated front. This simple treatment becomes unsuitable for complex fire front topology. We propose here a new approach derived from image processing to quantify the discrepancies between observed and simulated firelines. The resulting innovation formulation based on global shape comparison is implemented both for state and parameter estimation in FIREFLY. The estimation results on the 2012 RxCADRE controlled fire and on the Rim fire hazard show that the proposed shape similarity measure is able to accurately track fire fronts and identify fire spread conditions.},
keywords = {Wildland fire spread, Fire modeling, Data assimilation, Kalman filter}}
Zhang, C., Rochoux, M., Tang, W., Gollner, M., Filippi, J.-B. and Trouvé, A. (2017) Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment, 12th International Symposium of the International Association for Fire Safety Science., Lund, Sweden, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-19,
author = {Zhang, C. and Rochoux, M. and Tang, W. and Gollner, M. and Filippi, J.-B. and Trouvé, A. },
title = {Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment},
year = {2017},
month = {6},
booktitle = {12th International Symposium of the International Association for Fire Safety Science},
address = {Lund, Sweden},
abstract = {The general objective of this research is to develop a prototype data-driven wildland fire spread simulator, called FIREFLY, using an ensemble-based data assimilation approach with the objective to forecast the location and speed of the fire. The specific focus of the present study is on evaluating the new features of FIREFLY at field scale in a controlled grassland fire experiment known as FireFlux I. FIREFLY features the following components: an Eulerian front-tracking solver that treats the fire as a propagating front and uses Rothermel’s model for the rate of spread (ROS); a series of observations of the fire front position (based here on high-resolution fireline data previously generated by validated numerical simulations); and a data assimilation algorithm based on an ensemble Kalman filter configured in a parameter estimation mode to address model bias and uncertainties in the input data to the ROS model. In this work, FIREFLY is modified to allow for an estimation of spatially-distributed surface wind speed and direction. To generate a reliable ensemble and ensure an accurate correction, the ensemble Kalman filter requires sampling truncated probability density functions as well as localizing, i.e., dynamically selecting the areas where the wind parameters are corrected. Results show that the spatialized parameter estimation approach allows for a successful reconstruction of observed fireline position and shape as well as a substantial improvement in the forecast performance compared to the standalone fire spread model. Results also show that the inferred wind parameters may not be accurate and should be viewed as effective values that incorporate multiple sources of uncertainties. Developing a better representation of fire-wind interactions is thus viewed as a key aspect to improve the FIREFLY forecast capability.},
keywords = {Fire spread, Wildfires, Fire modeling, Data assimilation, Parameter estimation}}
Rochoux, M., Zhang, C., Gollner, M. and Trouvé, A. (2017) Designing data-driven modeling strategies for real-time wildfire spread forecasting, Earth Observation Summit 2017 – Workshop on Wildfire Remote Sensing., Montreal, Canada, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-104,
author = {Rochoux, M. and Zhang, C. and Gollner, M. and Trouvé, A. },
title = {Designing data-driven modeling strategies for real-time wildfire spread forecasting},
year = {2017},
month = {6},
booktitle = {Earth Observation Summit 2017 – Workshop on Wildfire Remote Sensing},
address = {Montreal, Canada}}
Rochoux, M., Ricci, S., Goutal, N., Boyaval, S. and Lucor, D. (2017) Environmental risk prediction using reduced-cost Ensemble Kalman Filter based on Polynomial Chaos surrogate, Workshop Data Science and Environment., Brest, France, 7 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-105,
author = {Rochoux, M. and Ricci, S. and Goutal, N. and Boyaval, S. and Lucor, D. },
title = {Environmental risk prediction using reduced-cost Ensemble Kalman Filter based on Polynomial Chaos surrogate},
year = {2017},
month = {7},
booktitle = {Workshop Data Science and Environment},
address = {Brest, France}}
Turquety, S., Menut, L. and Rochoux, M. (2017) Forecasting wildfires’ impact on air quality, 18th GEIA (Global Emissions InitiAtive) conference - Emissions Science for a Healthy Environment., Hamburg, Germany, 9 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-106,
author = {Turquety, S. and Menut, L. and Rochoux, M. },
title = {Forecasting wildfires’ impact on air quality},
year = {2017},
month = {9},
booktitle = {18th GEIA (Global Emissions InitiAtive) conference - Emissions Science for a Healthy Environment},
address = {Hamburg, Germany}}
De Lozzo, M., Mycek, P., Ricci, S., Rochoux, M., Roy, P., Goutal, N. and Ruede, U. (2017) Méthodes de Monte-Carlo multi-niveaux pour la quantification d’incertitudes et l’assimilation de données – Application à la modélisation fluviale, 49th Days of Statistics., Avignon, France, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-107,
author = {De Lozzo, M. and Mycek, P. and Ricci, S. and Rochoux, M. and Roy, P. and Goutal, N. and Ruede, U. },
title = {Méthodes de Monte-Carlo multi-niveaux pour la quantification d’incertitudes et l’assimilation de données – Application à la modélisation fluviale},
year = {2017},
month = {6},
booktitle = {49th Days of Statistics},
address = {Avignon, France}}
Ricci, S., Elmocayd, N., Goutal, N., Rochoux, M., Goeury, C., Ata, R., Oubanas, H., Malaterre, P.-O. and Gejadze, I. (2017) Uncertainty quantification for river flow simulation applied to a real test case: the Garonne valley, SimHydro 2017 conference., Nice, France, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-108,
author = {Ricci, S. and Elmocayd, N. and Goutal, N. and Rochoux, M. and Goeury, C. and Ata, R. and Oubanas, H. and Malaterre, P.-O. and Gejadze, I. },
title = {Uncertainty quantification for river flow simulation applied to a real test case: the Garonne valley},
year = {2017},
month = {6},
booktitle = {SimHydro 2017 conference},
address = {Nice, France}}
Gollner, M., Zhang, C., Trouvé, A. and Rochoux, M. (2017) Data-driven fire modeling, Conference on Fire Prediction Across Scales., Columbia University, USA, 10 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-198,
author = {Gollner, M. and Zhang, C. and Trouvé, A. and Rochoux, M. },
title = {Data-driven fire modeling},
year = {2017},
month = {10},
booktitle = {Conference on Fire Prediction Across Scales},
address = {Columbia University, USA}}
Ricci, S., Elmocayd, N., Goutal, N., Rochoux, M., Goeury, C., Ata, R., Oubanas, H., Malaterre, P.-O. and Gejadze, I. (2017) Uncertainty quantification for river flow simulation applied to a real test case: the Garonne valley SimHydro 2017, 14-16 June, Sophia Antipolis, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-296,
author = {Ricci, S. and Elmocayd, N. and Goutal, N. and Rochoux, M. and Goeury, C. and Ata, R. and Oubanas, H. and Malaterre, P.-O. and Gejadze, I. },
title = {Uncertainty quantification for river flow simulation applied to a real test case: the Garonne valley},
year = {2017},
month = {6},
organization = {SimHydro 2017, 14-16 June, Sophia Antipolis}}
Mycek, P., De Lozzo, M., Ricci, S., Rochoux, M., Roy, P. and Goutal, N. (2017) Multilevel Monte Carlo estimation of covariances in the context of open-cahenne flow simulation CEMRACS 17/07-25/08/2017, CIRM, Marseille, 7 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-300,
author = {Mycek, P. and De Lozzo, M. and Ricci, S. and Rochoux, M. and Roy, P. and Goutal, N. },
title = {Multilevel Monte Carlo estimation of covariances in the context of open-cahenne flow simulation},
year = {2017},
month = {7},
organization = {CEMRACS 17/07-25/08/2017, CIRM, Marseille}}
Roy, P., De Lozzo, M., Ricci, S., Rochoux, M., Laborie, V. and Elmocayd, N. (2017) Improving surrogate model-based uncertainty quantification in a costly numerical environment 10th OpenTurns Users 06/06/2017, Chatou, 6 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-302,
author = {Roy, P. and De Lozzo, M. and Ricci, S. and Rochoux, M. and Laborie, V. and Elmocayd, N. },
title = {Improving surrogate model-based uncertainty quantification in a costly numerical environment},
year = {2017},
month = {6},
organization = {10th OpenTurns Users 06/06/2017, Chatou}}
Rochoux, M., Rea, G., De Lozzo, M. and Vermorel, O. (2017) Quantifying uncertainties in large eddy simulations of pollutant dispersion using surrogate models, Workshop Traitement des Données Massives en Mécanique des Fluides, Université Paris-Saclay, 29 November-1 December.. 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-308,
author = {Rochoux, M. and Rea, G. and De Lozzo, M. and Vermorel, O. },
title = {Quantifying uncertainties in large eddy simulations of pollutant dispersion using surrogate models},
year = {2017},
booktitle = {Workshop Traitement des Données Massives en Mécanique des Fluides, Université Paris-Saclay, 29 November-1 December.}}
Rochoux, M., Collin, A., Lucor, D. and Moireau, P. (2017) Quantifying and reducing shape and topological uncertainties in front-tracking problems, Workshop Traitement des Données Massives en Mécanique des Fluides, Université Paris-Saclay (France), 29 November-1 December. 2017
[bibtex]
@CONFERENCE{PR-CMGC-17-309,
author = {Rochoux, M. and Collin, A. and Lucor, D. and Moireau, P. },
title = {Quantifying and reducing shape and topological uncertainties in front-tracking problems},
year = {2017},
booktitle = {Workshop Traitement des Données Massives en Mécanique des Fluides, Université Paris-Saclay (France), 29 November-1 December}}
Zhang, C., Rochoux, M., Tang, W., Theodori, M., Gollner, M. and Trouvé, A. (2016) Field-Scale Validation of Data-Driven Wildland Fire Spread Simulations, 5th International Fire Behavior and Fuels Conference., Portland, USA, 4 2016
[bibtex] [pdf]
@CONFERENCE{PR-CMGC-16-52,
author = {Zhang, C. and Rochoux, M. and Tang, W. and Theodori, M. and Gollner, M. and Trouvé, A. },
title = {Field-Scale Validation of Data-Driven Wildland Fire Spread Simulations},
year = {2016},
month = {4},
booktitle = {5th International Fire Behavior and Fuels Conference},
address = {Portland, USA},
pdf = {https://cerfacs.fr/wp-content/uploads/2016/04/GLOBC-ROCHOUX-Fieldscale-042016-conf.pdf}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B. and Trouvé, A. (2016) Cost-effective data-driven fire behavior modeling by combining uncertainty quantification and data assimilation methods, Journée GFC sur les incertitudes dans les écoulements réactifs - Conférence invitée. GROUPEMENT FRANÇAIS DE COMBUSTION, EM2C CHATENAY-MALABRY, 3 2016
[bibtex]
@CONFERENCE{PR-CFD-16-54,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouvé, A. },
title = {Cost-effective data-driven fire behavior modeling by combining uncertainty quantification and data assimilation methods},
year = {2016},
month = {3},
booktitle = {Journée GFC sur les incertitudes dans les écoulements réactifs - Conférence invitée},
organization = {GROUPEMENT FRANÇAIS DE COMBUSTION},
address = {EM2C CHATENAY-MALABRY},
abstract = {The challenges found on the route to developing quantitative wildfire behavior models are two-fold. There is the modeling challenge associated with providing accurate representations of the complex multi-physics processes that govern wildfire dynamics. There is also the data challenge associated with providing accurate estimates of the in put data required by the models (e.g. biomass fuel moisture, near-surface meteorology). For this purpose, the uncertainty in regional-scale wildfire behavior modeling must be quantified and reduced. An ensemble-based data assimilation algorithm (i.e. ensemble Kalman filter –EnKF) is implemented for the sequential estimation of the input parameters of a fire spread model carried out when fire front observations are available.
This algorithm requires the stochastic estimation of the covariances between the model input parameters and the model outputs (generally through a Monte Carlo method). The difficulty with the crude Monte Carlo method is due to the convergence, for instance the approximation of quantile could be time-consuming due to possible model non-linearity. Wediscuss the use of techniques like surrogate modeling (Polynomial Chaos–PC) to build numerical representations of the wildfire behavior model,which are used in the framework of the EnKF algorithm to accuratelyestimate model error statistics.
The performance of the hybrid PC-EnKF strategy is illustrated on academic tests and in the context of wildfire spread forecasting.
},
keywords = {Uncertainty Quantification, data assimilation methods, fire behavior model}}
Barthélémy, S., Ricci, S., Le Pape, E., Rochoux, M., Thual, O., Goutal, N., Habert, J., Piacentini, A, Jonville, G., Zaoui, F. and Gouin, P. (2016) Ensemble-based algorithm for error reduction in hydraulics in the context of flood forecasting FLOODrisk Conference, Lyon, France, 10 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-280,
author = {Barthélémy, S. and Ricci, S. and Le Pape, E. and Rochoux, M. and Thual, O. and Goutal, N. and Habert, J. and Piacentini, A and Jonville, G. and Zaoui, F. and Gouin, P. },
title = {Ensemble-based algorithm for error reduction in hydraulics in the context of flood forecasting},
year = {2016},
month = {10},
organization = {FLOODrisk Conference},
address = {Lyon, France}}
Ricci, S. and Rochoux, M. (2016) On the use of the OpenPALM coupling software for data assimilation applications Colloque, Météorologie : de l'atmosphère à l'espace . Conférence invitée., Toulouse, France, 11 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-281,
author = {Ricci, S. and Rochoux, M. },
title = {On the use of the OpenPALM coupling software for data assimilation applications},
year = {2016},
month = {11},
organization = {Colloque, Météorologie : de l'atmosphère à l'espace . Conférence invitée.},
address = {Toulouse, France},
keywords = {invite}}
Rochoux, M. (2016) Data-driven wildfire behavior modeling: focus on front level-set data assimilation CEMRACS Summer Program - Numerical challenges in parallel scientific computing, CIRM, Luminy, Marseille, 8 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-282,
author = {Rochoux, M. },
title = {Data-driven wildfire behavior modeling: focus on front level-set data assimilation},
year = {2016},
month = {8},
organization = {CEMRACS Summer Program - Numerical challenges in parallel scientific computing},
address = {CIRM, Luminy, Marseille}}
Emery, C., Biancamaria, S., Boone, A., Ricci, S., Rochoux, M., Garambois, P.-A., Paris, A. and Calmant, S. (2016) Contribution of the SWOT mission to large-scale hydrological modeling using data assimilation, AGU Fall Meeting., San Francisco, USA, 12 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-283,
author = {Emery, C. and Biancamaria, S. and Boone, A. and Ricci, S. and Rochoux, M. and Garambois, P.-A. and Paris, A. and Calmant, S. },
title = {Contribution of the SWOT mission to large-scale hydrological modeling using data assimilation},
year = {2016},
month = {12},
booktitle = {AGU Fall Meeting},
address = {San Francisco, USA},
keywords = {agu}}
Rochoux, M., Collin, A., Zhang, C., Lucor, D., Ricci, S., Gollner, M., Ellicott, E., Trouvé, A. and Moireau, P. (2016) Front shape similarity measure for data-driven wildfire spread modeling, Colloque National d'Assimilation de données., Grenoble, France, 12 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-284,
author = {Rochoux, M. and Collin, A. and Zhang, C. and Lucor, D. and Ricci, S. and Gollner, M. and Ellicott, E. and Trouvé, A. and Moireau, P. },
title = {Front shape similarity measure for data-driven wildfire spread modeling},
year = {2016},
month = {12},
booktitle = {Colloque National d'Assimilation de données},
address = {Grenoble, France}}
Elmocayd, N., Ricci, S., Rochoux, M., Goutal, N., Goeury, C., Boyaval, S. and Lucor, D. (2016) Uncertainty quantification with Polynomial Chaos expansion in hydraulics - Application to the Garonne River, 12th International Conference on Hydroinformatics (HIC)., Songdo Convensia, Incheon, South Korea, 8 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-285,
author = {Elmocayd, N. and Ricci, S. and Rochoux, M. and Goutal, N. and Goeury, C. and Boyaval, S. and Lucor, D. },
title = {Uncertainty quantification with Polynomial Chaos expansion in hydraulics - Application to the Garonne River},
year = {2016},
month = {8},
booktitle = {12th International Conference on Hydroinformatics (HIC)},
address = {Songdo Convensia, Incheon, South Korea}}
Rochoux, M., Zhang, C., Lucor, D., Ricci, S. and Trouvé, A. (2016) Data-driven wildfire behaviour modelling: application of FIREFLY to field-scale grassland controlled burns, 8th International Congress on Environmental Modelling and Software (iEMSs)., Toulouse, France, 7 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-286,
author = {Rochoux, M. and Zhang, C. and Lucor, D. and Ricci, S. and Trouvé, A. },
title = {Data-driven wildfire behaviour modelling: application of FIREFLY to field-scale grassland controlled burns},
year = {2016},
month = {7},
booktitle = {8th International Congress on Environmental Modelling and Software (iEMSs)},
address = {Toulouse, France}}
Elmocayd, N., Ricci, S., Rochoux, M., Goutal, N., Boyaval, S., Goeury, C. and Lucor, D. (2016) Uncertainty quantification with Polynomial chaos expansion in Ensemble based data assimilation framework, 8th International Congress on Environmental Modelling and Software (iEMSs)., Toulouse, France, 7 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-287,
author = {Elmocayd, N. and Ricci, S. and Rochoux, M. and Goutal, N. and Boyaval, S. and Goeury, C. and Lucor, D. },
title = {Uncertainty quantification with Polynomial chaos expansion in Ensemble based data assimilation framework},
year = {2016},
month = {7},
booktitle = {8th International Congress on Environmental Modelling and Software (iEMSs)},
address = {Toulouse, France}}
Ricci, S., Ayoub, V., Elmocayd, N., Goutal, N., Habert, J., Jonville, G., Le Pape, E., Piacentini, A, Rochoux, M. and Thevenin, A. (2016) Hydraulic model uncertainty reduction with data assimilation: application to the Garonne river., 12th International Conference on Hydroinformatics (HIC)., Songdo Convensia, Incheon, South Korea, 8 2016
[bibtex]
@CONFERENCE{PR-CMGC-16-291,
author = {Ricci, S. and Ayoub, V. and Elmocayd, N. and Goutal, N. and Habert, J. and Jonville, G. and Le Pape, E. and Piacentini, A and Rochoux, M. and Thevenin, A.},
title = {Hydraulic model uncertainty reduction with data assimilation: application to the Garonne river.},
year = {2016},
month = {8},
booktitle = {12th International Conference on Hydroinformatics (HIC)},
address = {Songdo Convensia, Incheon, South Korea}}
Rochoux, M., Cuenot, B., Duchaine, F., Riber, E., Veynante, D. and Darabiha, N. (2015) Analysis of large-eddy simulations of laboratory-scale fire, 15th International Conference on Numerical Combustion., Avignon, France 2015
[bibtex]
@CONFERENCE{PR-CFD-15-26902,
author = {Rochoux, M. and Cuenot, B. and Duchaine, F. and Riber, E. and Veynante, D. and Darabiha, N. },
title = {Analysis of large-eddy simulations of laboratory-scale fire},
year = {2015},
address = {Avignon, France},
booktitle = {15th International Conference on Numerical Combustion}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B. and Trouvé, A. (2015) Reduced-cost Ensemble Kalman filter for parameter estimation - Application to front-tracking problems, UNCECOMP: 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering., Crete Island, Greece, 5 2015
[bibtex]
@CONFERENCE{PR-CMGC-15-29009,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouvé, A. },
title = {Reduced-cost Ensemble Kalman filter for parameter estimation - Application to front-tracking problems},
year = {2015},
month = {5},
booktitle = {UNCECOMP: 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering},
address = {Crete Island, Greece}}
Emery, C., Biancamaria, S., Boone, A., Ricci, S., Garambois, P.-A., Decharme, B. and Rochoux, M. (2015) Variance-based sensitivity analysis of large-scale hydrological model to prepare ensemble-based SWOT-like data assimilation experiments, AGU., San Francisco, USA, 12 2015
[bibtex]
@CONFERENCE{PR-CMGC-15-29013,
author = {Emery, C. and Biancamaria, S. and Boone, A. and Ricci, S. and Garambois, P.-A. and Decharme, B. and Rochoux, M. },
title = {Variance-based sensitivity analysis of large-scale hydrological model to prepare ensemble-based SWOT-like data assimilation experiments},
year = {2015},
month = {12},
booktitle = {AGU},
address = {San Francisco, USA},
keywords = {agu}}
Zhang, C., Durand, M., Tang, W., Gollner, M., Trouvé, A., Rochoux, M., Ricci, S. and Cuenot, B. (2015) Evaluation of a sensor-driven wildland fire spread modeling strategy using the FireFlux experiment, 15th International Conference on Numerical Combustion., Avignon, France, 4 2015
[bibtex]
@CONFERENCE{PR-CMGC-15-29017,
author = {Zhang, C. and Durand, M. and Tang, W. and Gollner, M. and Trouvé, A. and Rochoux, M. and Ricci, S. and Cuenot, B. },
title = {Evaluation of a sensor-driven wildland fire spread modeling strategy using the FireFlux experiment},
year = {2015},
month = {4},
booktitle = {15th International Conference on Numerical Combustion},
address = {Avignon, France}}
Rochoux, M. (2015) Data-driven wildfire spread modeling - Invited conference, Workshop Modelling of wildfire and their environmental impacts. Abdus Salam International Center of Theoretical Physics (ICTP), Trieste, Italy, 6 2015
[bibtex]
@CONFERENCE{PR-CMGC-15-29082,
author = {Rochoux, M. },
title = {Data-driven wildfire spread modeling - Invited conference},
year = {2015},
month = {6},
booktitle = {Workshop Modelling of wildfire and their environmental impacts},
organization = {Abdus Salam International Center of Theoretical Physics (ICTP)},
address = {Trieste, Italy},
keywords = {invite}}
Rochoux, M. (2015) Modeling the interactions of wildfires with biomass and atmosphere - Invited conference, Workshop Modelling of wildfire and their environmental impacts. Abdus Salam International Center of Theoretical Physics (ICTP), Trieste, Italy, 6 2015
[bibtex]
@CONFERENCE{PR-CMGC-15-29087,
author = {Rochoux, M. },
title = {Modeling the interactions of wildfires with biomass and atmosphere - Invited conference},
year = {2015},
month = {6},
booktitle = {Workshop Modelling of wildfire and their environmental impacts},
organization = {Abdus Salam International Center of Theoretical Physics (ICTP)},
address = {Trieste, Italy},
keywords = {invite}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2014) Towards predictive simulation of wildfire spread at regional scale using ensemble-based data assimilation to correct the fire position,in fire safety science, Eleventh International Symposium on Fire Safety Science. International Association for Fire Safety Science, Christchurch, New Zealand, 2 2014
[bibtex]
[url]
@CONFERENCE{PR-CMGC-14-22274,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive simulation of wildfire spread at regional scale using ensemble-based data assimilation to correct the fire position,in fire safety science},
year = {2014},
month = {2},
booktitle = {Eleventh International Symposium on Fire Safety Science},
organization = {International Association for Fire Safety Science},
address = {Christchurch, New Zealand},
url = {http://www.iafss.org/publications}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2014) Comparative study of parameter estimation and state estimation approaches in data-driven wildfire spread model, VII International conference on forest fire research., Coimbra, Portugal, 11 2014
[bibtex]
@CONFERENCE{PR-CMGC-14-22275,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Comparative study of parameter estimation and state estimation approaches in data-driven wildfire spread model},
year = {2014},
month = {11},
booktitle = {VII International conference on forest fire research},
address = {Coimbra, Portugal}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2014) Ensemble data assimilation for regional-scale simulations of wildfire spread, 35th International symposium for combustion., San Francisco, USA, 8 2014
[bibtex]
@CONFERENCE{PR-CMGC-14-22276,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Ensemble data assimilation for regional-scale simulations of wildfire spread},
year = {2014},
month = {8},
booktitle = {35th International symposium for combustion},
address = {San Francisco, USA}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B. and Trouvé, A. (2014) Towards predictive simulation of wildfire spread at regional scale using ensemble-based data assimilation to correct the fire front position, Proceedings of the Eleventh International Symposium on Fire Safety Science. International Association for Fire Safety Science, USA 2014
[bibtex]
@CONFERENCE{PR-CMGC-14-22720,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards predictive simulation of wildfire spread at regional scale using ensemble-based data assimilation to correct the fire front position},
year = {2014},
booktitle = {Proceedings of the Eleventh International Symposium on Fire Safety Science},
volume = {11},
pages = {1443-1456},
organization = {International Association for Fire Safety Science},
address = {USA}}
Rochoux, M., Emery, C., Ricci, S., Cuenot, B., Filippi, J.-B., Morel, T. and Trouvé, A. (2013) Regional-scale simulation of wildland fire spread using ensemble-based data assimilation, Fall technical meeting. Eastern states Section of the Combustion Institute, Clemson, USA, 10 2013
[bibtex]
@CONFERENCE{PR-CMGC-13-22273,
author = {Rochoux, M. and Emery, C. and Ricci, S. and Cuenot, B. and Filippi, J.-B. and Morel, T. and Trouvé, A. },
title = {Regional-scale simulation of wildland fire spread using ensemble-based data assimilation},
year = {2013},
month = {10},
booktitle = {Fall technical meeting},
organization = {Eastern states Section of the Combustion Institute},
address = {Clemson, USA}}
Rochoux, M., Ricci, S., Cuenot, B., Filippi, J.-B., Morel, T., Trouvé, A. and Taillardat, M. (2013) Data-driven simulations of regional-scale wildfire spread using ensemble-based data assimilation, Numerical Simulation of Forest Fires, from Combustion to Emissions., Cargèse, France, 5 2013
[bibtex]
@CONFERENCE{PR-CMGC-13-22722,
author = {Rochoux, M. and Ricci, S. and Cuenot, B. and Filippi, J.-B. and Morel, T. and Trouvé, A. and Taillardat, M. },
title = {Data-driven simulations of regional-scale wildfire spread using ensemble-based data assimilation},
year = {2013},
month = {5},
booktitle = {Numerical Simulation of Forest Fires, from Combustion to Emissions},
address = {Cargèse, France}}
da Silva, W.B., Rochoux, M., Orlande, H.R.B., Colaço, M.J., Fudym, O., El Hafi, M., Cuenot, B. and Ricci, S. (2013) Application of particle filters in moving frontier problems, 4th Inverse Problems, Design and Optimization Symposium., Albi, France, 6 2013
[bibtex]
@CONFERENCE{PR-CMGC-13-22828,
author = {da Silva, W.B. and Rochoux, M. and Orlande, H.R.B. and Colaço, M.J. and Fudym, O. and El Hafi, M. and Cuenot, B. and Ricci, S. },
title = {Application of particle filters in moving frontier problems},
year = {2013},
month = {6},
booktitle = {4th Inverse Problems, Design and Optimization Symposium},
address = {Albi, France}}
Rochoux, M., Cuenot, B., Riber, E., Veynante, D. and Darabiha, N. (2013) Turbulent combustion simulations of a laboratory-scale fire propagation, Numerical Simulation of Forest Fires, from Combustion to Emissions., Cargèse, France, 5 2013
[bibtex]
@CONFERENCE{PR-CMGC-13-13,
author = {Rochoux, M. and Cuenot, B. and Riber, E. and Veynante, D. and Darabiha, N. },
title = {Turbulent combustion simulations of a laboratory-scale fire propagation},
year = {2013},
month = {5},
booktitle = {Numerical Simulation of Forest Fires, from Combustion to Emissions},
address = {Cargèse, France}}
Rochoux, M., Bart, J.-M., Ricci, S., Cuenot, B. and Trouvé, A. (2012) Towards data-driven simulation of wildfire spread using ensemble-based data assimilation, AGU Fall Meeting., San Francisco, USA, 12 2012
[bibtex]
@CONFERENCE{PR-CMGC-12-22267,
author = {Rochoux, M. and Bart, J.-M. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards data-driven simulation of wildfire spread using ensemble-based data assimilation},
year = {2012},
month = {12},
booktitle = {AGU Fall Meeting},
address = {San Francisco, USA}}
Rochoux, M., Bart, J.-M., Ricci, S., Cuenot, B. and Trouvé, A. (2012) Towards data-driven simulation of wildfire spread using ensemble-based data assimilation International conference on ensemble methods in geophysical science, Toulouse, France, 11 2012
[bibtex]
@CONFERENCE{PR-CMGC-12-22268,
author = {Rochoux, M. and Bart, J.-M. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards data-driven simulation of wildfire spread using ensemble-based data assimilation},
year = {2012},
month = {11},
organization = {International conference on ensemble methods in geophysical science},
address = {Toulouse, France}}
Rochoux, M., Bart, J.-M., Ricci, S., Cuenot, B. and Trouvé, A. (2012) Towards data-driven simulation of wildfire spread using ensemble-based data assimilation 4th French national symposium on data assimilation (LEFE), Nice, France, 12 2012
[bibtex]
@CONFERENCE{PR-CMGC-12-22269,
author = {Rochoux, M. and Bart, J.-M. and Ricci, S. and Cuenot, B. and Trouvé, A. },
title = {Towards data-driven simulation of wildfire spread using ensemble-based data assimilation},
year = {2012},
month = {12},
organization = {4th French national symposium on data assimilation (LEFE)},
address = {Nice, France}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B., Trouvé, A. and Bart, J.-M. (2012) Towards predictive simulation of wildfire spread using a reduced-cost ensemble kalman filter based on polynomial chaos approximation, In proceedings of the summer program, Center for Turbulence Research. NASA-AMES Stanford University, june/july 2, Stanford, USA 2012
[bibtex]
@CONFERENCE{PR-CMGC-12-22279,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouvé, A. and Bart, J.-M. },
title = {Towards predictive simulation of wildfire spread using a reduced-cost ensemble kalman filter based on polynomial chaos approximation},
year = {2012},
booktitle = {In proceedings of the summer program, Center for Turbulence Research},
organization = {NASA-AMES Stanford University, june/july 2},
address = {Stanford, USA}}
Rochoux, M., Ricci, S., Lucor, D., Cuenot, B., Trouvé, A. and Bart, J.-M. (2012) Towards predictive simulation of wildfire spread using a reduced-cost Ensemble Kalman Filter based on Polynomial Chaos approximation., Proceedings of the 2012 summer program., Center for Turbulence Research, NASA AMES, Stanford University, USA 2012
[bibtex]
[url]
@conference{PR-CFD-12-23506,
author = {Rochoux, M. and Ricci, S. and Lucor, D. and Cuenot, B. and Trouv´{e}, A. and Bart, J.-M. },
title = {Towards predictive simulation of wildfire spread using a reduced-cost Ensemble Kalman Filter based on Polynomial Chaos approximation.},
year = {2012},
pages = {199 - 208},
address = {Center for Turbulence Research, NASA AMES, Stanford University, USA},
booktitle = {Proceedings of the 2012 summer program},
url = {https://cerfacs.fr/~cfdbib/repository/TR_CFD_12_91.pdf}}
Rochoux, M., Delmotte, B., Cuenot, B., Ricci, S. and Trouvé, A. (2012) Regional-scale simulations of wildland fire spread informed by real-time flame front observations, 34th International Symposium on Combustion., Warsaw, Poland, 8 2012
[bibtex]
@CONFERENCE{PR-CMGC-12-6,
author = {Rochoux, M. and Delmotte, B. and Cuenot, B. and Ricci, S. and Trouvé, A. },
title = {Regional-scale simulations of wildland fire spread informed by real-time flame front observations},
year = {2012},
month = {8},
booktitle = {34th International Symposium on Combustion},
address = {Warsaw, Poland}}
Rochoux, M., Trouvé, A., Ricci, S., Massart, S., Paoli, R. and Cuenot, B. (2011) Wildfire propagation using data assimilation, 10th international symposium on fire safety science., University of Maryland, USA 2011
[bibtex]
@conference{PR-CFD-11-23505,
author = {Rochoux, M. and Trouv´{e}, A. and Ricci, S. and Massart, S. and Paoli, R. and Cuenot, B. },
title = {Wildfire propagation using data assimilation},
year = {2011},
address = {University of Maryland, USA},
booktitle = {10th international symposium on fire safety science}}
Rochoux, M., Cuenot, B., Ricci, S., Trouvé, A., Delmotte, B., Massart, S., Paoli, R. and Paugam, R. (2011) Towards a data-driven simulation of wildfire spread: a data assimilation methodology for parameter calibration, AGU Fall Meeting., San Francisco, USA, 12 2011
[bibtex]
@CONFERENCE{PR-CMGC-11-9,
author = {Rochoux, M. and Cuenot, B. and Ricci, S. and Trouvé, A. and Delmotte, B. and Massart, S. and Paoli, R. and Paugam, R. },
title = {Towards a data-driven simulation of wildfire spread: a data assimilation methodology for parameter calibration},
year = {2011},
month = {12},
booktitle = {AGU Fall Meeting},
address = {San Francisco, USA}}
Rochoux, M., Cuenot, B., Ricci, S., Trouvé, A., Massart, S. and Paoli, R. (2010) Modeling wildfire propagation using data assimilation, 3rd French National Symposium on Data Assimilation (LEFE)., Grenoble, France, 12 2010
[bibtex]
@CONFERENCE{PR-CMGC-10-5,
author = {Rochoux, M. and Cuenot, B. and Ricci, S. and Trouvé, A. and Massart, S. and Paoli, R. },
title = {Modeling wildfire propagation using data assimilation},
year = {2010},
month = {12},
booktitle = {3rd French National Symposium on Data Assimilation (LEFE)},
address = {Grenoble, France}}
@TECHREPORT
Rochoux, M., Lumet, E., Thouron, L., Rea, G., Auguste, F., Jaravel, T. and Vermorel, O. (2021) Large-eddy simulation multi-model comparison of the MUST trial 2681829, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-21-72,
author = {Rochoux, M. and Lumet, E. and Thouron, L. and Rea, G. and Auguste, F. and Jaravel, T. and Vermorel, O. },
title = {Large-eddy simulation multi-model comparison of the MUST trial 2681829},
year = {2021},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2021/06/Rochoux_2021_Large_eddy_simulation_multi_model_comparison_of_the_MUST_trial_2681829.pdf}}
Thouron, L., Rochoux, M., Jaravel, T. and Vermorel, O. (2020) Large-eddy simulations of the MUST trial 2681829 using AVBP, Meso-NH and YALES2, Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-20-14, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-20-14,
author = {Thouron, L. and Rochoux, M. and Jaravel, T. and Vermorel, O. },
title = {Large-eddy simulations of the MUST trial 2681829 using AVBP, Meso-NH and YALES2},
year = {2020},
institution = { Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-20-14},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2020/02/GlobC-RT-Thouron-etal_TR2020.pdf}}
Marque, A., Rochoux, M. and Cariolle, D. (2019) Modélisation et simulation de la qualité aéroportuaire - Projet MOSIQAA – Livrable du lot 3., CECI, Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-19-175, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-19-175,
author = {Marque, A. and Rochoux, M. and Cariolle, D. },
title = {Modélisation et simulation de la qualité aéroportuaire - Projet MOSIQAA – Livrable du lot 3.},
year = {2019},
institution = {CECI, Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-19-175},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2019/11/GLOBC_TR_MOSIQAA_lot3_rapport-CERFACS-20190627.pdf}}
Lamotte, C., Frebourg, N. and Rochoux, M. (2018) Simuler la qualité de l’air à micro-échelle – Vers la quantification d’incertitudes et l’analyse de sensibilité par métamodèle, CECI, Université de Toulouse, CNRS, CERFACS - TR-CMGC-18-21, Technical report
[bibtex]
@TECHREPORT{TR-CMGC-18-21,
author = {Lamotte, C. and Frebourg, N. and Rochoux, M. },
title = {Simuler la qualité de l’air à micro-échelle – Vers la quantification d’incertitudes et l’analyse de sensibilité par métamodèle},
year = {2018},
institution = {CECI, Université de Toulouse, CNRS, CERFACS - TR-CMGC-18-21},
address = {Toulouse, France},
type = {Technical report}}
Frebourg, N., Collin, A., Rochoux, M. and Diot, C. (2018) Apport de la modélisation à l’échelle du feu pour la cartographie d’urgence des incendies de forêt., CECI, Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-18-169, Technical report
[bibtex]
@TECHREPORT{TR-CMGC-18-169,
author = {Frebourg, N. and Collin, A. and Rochoux, M. and Diot, C. },
title = {Apport de la modélisation à l’échelle du feu pour la cartographie d’urgence des incendies de forêt.},
year = {2018},
institution = {CECI, Université de Toulouse, CNRS, CERFACS, Toulouse, France - TR-CMGC-18-169},
type = {Technical report}}
Lopez, A., Rea, G., Auguste, F., Rochoux, M., Vermorel, O. and Cariolle, D. (2017) Simulation d'un cas académique de bulle chaude avec YALES2 v1-0-0 et comparaison avec AVBP et MesoNH, CERFACS, WN-CMGC-17-111, Working note
[bibtex]
@TECHREPORT{WN-CMGC-17-111,
author = {Lopez, A. and Rea, G. and Auguste, F. and Rochoux, M. and Vermorel, O. and Cariolle, D. },
title = {Simulation d'un cas académique de bulle chaude avec YALES2 v1-0-0 et comparaison avec AVBP et MesoNH},
year = {2017},
institution = {CERFACS, WN-CMGC-17-111},
address = {Toulouse, France},
type = {Working note}}
Lopez, A., Rea, G., Auguste, F., Rochoux, M., Vermorel, O. and Cariolle, D. (2017) Expérience MUST - Simulation avec YALES2 v1-0-0 et comparaison avec AVBP et MesoNH, CERFACS, WN-CMGC-17-116, Working note
[bibtex]
@TECHREPORT{WN-CMGC-17-116,
author = {Lopez, A. and Rea, G. and Auguste, F. and Rochoux, M. and Vermorel, O. and Cariolle, D. },
title = {Expérience MUST - Simulation avec YALES2 v1-0-0 et comparaison avec AVBP et MesoNH},
year = {2017},
institution = {CERFACS, WN-CMGC-17-116},
address = {Toulouse, France},
type = {Working note}}
Ricci, S., Rochoux, M., Elmocayd, N., Goutal, N., Jonville, G., Le Pape, E., Piacentini, A, Thévenin, A. and Thual, O. (2016) Uncertainty quantification with MASCARET, the MUAP prototype, UMR 5318 CECI, CERFACS-CNRS, CR-CMGC-16-356, Contract report
[bibtex]
@TECHREPORT{CR-CMGC-16-356,
author = {Ricci, S. and Rochoux, M. and Elmocayd, N. and Goutal, N. and Jonville, G. and Le Pape, E. and Piacentini, A and Thévenin, A. and Thual, O. },
title = {Uncertainty quantification with MASCARET, the MUAP prototype},
year = {2016},
institution = {UMR 5318 CECI, CERFACS-CNRS, CR-CMGC-16-356},
address = {Toulouse, France},
type = {Contract report}}
Rochoux, M. and Ricci, S. (2015) Firefly: a regional-scale data-driven wildfire spread simulator, URA SUC 1875, Cerfacs/CNRS TR-CMGC-15-22721, Technical report
[bibtex]
@TECHREPORT{TR-CMGC-15-22721,
author = {Rochoux, M. and Ricci, S. },
title = {Firefly: a regional-scale data-driven wildfire spread simulator},
year = {2015},
institution = {URA SUC 1875, Cerfacs/CNRS TR-CMGC-15-22721},
address = {Toulouse, France},
type = {Technical report}}
Riverain, M., Chatel, V., Vargel, C., Rochoux, M., Ricci, S. and Trouvé, A. (2015) Data-assimilation for wildfire spread forecasting: comparison of rate of spread models, Rapport de projet de modélisation ENM, URA SUC 1875, Cerfacs/CNRS, TR-CMGC-15-22724, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-15-22724,
author = {Riverain, M. and Chatel, V. and Vargel, C. and Rochoux, M. and Ricci, S. and Trouvé, A. },
title = {Data-assimilation for wildfire spread forecasting: comparison of rate of spread models},
year = {2015},
institution = {Rapport de projet de modélisation ENM, URA SUC 1875, Cerfacs/CNRS, TR-CMGC-15-22724},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/01/GLOBC-Projet_mod_ENM2015_VF.pdf}}
Rochoux, M., Cuenot, B. and Vermorel, O. (2015) Développer le défi MODEST au Cerfacs - Note de synthèse du brainstorming réalisé par les équipes GLOBC, CFD et AE, URA SUC 1875, CERFACS WN-CMGC-15-25370, Working note
[bibtex]
@TECHREPORT{WN-CMGC-15-25370,
author = {Rochoux, M. and Cuenot, B. and Vermorel, O. },
title = {Développer le défi MODEST au Cerfacs - Note de synthèse du brainstorming réalisé par les équipes GLOBC, CFD et AE},
year = {2015},
institution = {URA SUC 1875, CERFACS WN-CMGC-15-25370},
address = {Toulouse, France},
type = {Working note}}
Gollner, M., Trouvé, A., Altintas, I., Block, J., De Callafon, R., Clements, C., Cortes, A., Ellicott, E., Filippi, J.-B., Finney, M., Ide, K., Jenkins, M.A., Jimenez, D., Lautenberger, C., Mandel, J., Rochoux, M. and Simeoni, A. (2015) Towards data-driven operational wildfire spread modeling, NSF-funded WIFIRE workshop, University of Maryland, Technical report
[bibtex]
@TECHREPORT{TR-CMGC-15-29026,
author = {Gollner, M. and Trouvé, A. and Altintas, I. and Block, J. and De Callafon, R. and Clements, C. and Cortes, A. and Ellicott, E. and Filippi, J.-B. and Finney, M. and Ide, K. and Jenkins, M.A. and Jimenez, D. and Lautenberger, C. and Mandel, J. and Rochoux, M. and Simeoni, A. },
title = {Towards data-driven operational wildfire spread modeling},
year = {2015},
institution = {NSF-funded WIFIRE workshop, University of Maryland},
address = {College Park, USA},
type = {Technical report}}
Ricci, S., Rochoux, M. and Lucor, D. (2015) Minisymposium "Reduced-order models for stochastic inverse problems", 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP), Technical report
[bibtex]
@TECHREPORT{TR-CMGC-15-29090,
author = {Ricci, S. and Rochoux, M. and Lucor, D. },
title = {Minisymposium "Reduced-order models for stochastic inverse problems"},
year = {2015},
institution = {1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP)},
address = {Crete Island, Greece},
type = {Technical report}}
Allouache, C., Durand, M., Taillardat, M., Rochoux, M. and Ricci, S. (2013) Assimilation de données pour la propagation des feux de forêt, Rapport de projet de modélisation ENM, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21786, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-13-21786,
author = {Allouache, C. and Durand, M. and Taillardat, M. and Rochoux, M. and Ricci, S. },
title = {Assimilation de données pour la propagation des feux de forêt},
year = {2013},
institution = {Rapport de projet de modélisation ENM, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21786},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/03/GLOBC_Allouache_etal_RT_enm-projet-2013.pdf}}
Doche, C., Ricci, S. and Rochoux, M. (2013) Vers l'assimilation de données pour la simulation des feux de forêts à l'échelle régionale, Rapport de projet tutoré ENM, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21976, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-13-21976,
author = {Doche, C. and Ricci, S. and Rochoux, M. },
title = {Vers l'assimilation de données pour la simulation des feux de forêts à l'échelle régionale},
year = {2013},
institution = {Rapport de projet tutoré ENM, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21976},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/03/GLOBC_Doche_etal_RT_rapport_stage_2013.pdf}}
Emery, C., Rochoux, M., Ricci, S. and Trouvé, A. (2013) Regional-scale wildfire spread simulations with a complex topography: data assimilation for model state estimation, Projet de fin d'études INSA, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21999, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-13-21999,
author = {Emery, C. and Rochoux, M. and Ricci, S. and Trouvé, A. },
title = {Regional-scale wildfire spread simulations with a complex topography: data assimilation for model state estimation},
year = {2013},
institution = {Projet de fin d'études INSA, URA SUC 1875, CERFACS/CNRS, TR-CMGC-13-21999},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/03/GLOBC_Emery_etal_RT_rapport_stage_2013.pdf}}
Bart, J.-M., Ricci, S., Rochoux, M. and Trouvé, A. (2012) Data Assimilation for Simulation of Wildfire Spread using an Ensemble Kalman Filter Technique, Rapport de projet de fin d'études INSA, URA SUC 1875, Cerfacs/CNRS, TR-CMGC-12-22664, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-12-22664,
author = {Bart, J.-M. and Ricci, S. and Rochoux, M. and Trouvé, A. },
title = {Data Assimilation for Simulation of Wildfire Spread using an Ensemble Kalman Filter Technique},
year = {2012},
institution = {Rapport de projet de fin d'études INSA, URA SUC 1875, Cerfacs/CNRS, TR-CMGC-12-22664},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/02/GLOBC-rapportBart-2012-VersionFinale.pdf}}
Delmotte, B., Ricci, S., Trouvé, A., Rochoux, M. and Cuenot, B. (2011) Parameter Calibration using Data Assimilation for Simulation of Fores Fire Spread, Rapport de projet de fin d'études INSA, CERFACS, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-11-21965,
author = {Delmotte, B. and Ricci, S. and Trouvé, A. and Rochoux, M. and Cuenot, B. },
title = {Parameter Calibration using Data Assimilation for Simulation of Fores Fire Spread},
year = {2011},
institution = {Rapport de projet de fin d'études INSA, CERFACS},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/08/GLOBC_Delmotte_TR_rapport_fin_etudes_2011.pdf}}
Delmotte, B., Ricci, S., Rochoux, M. and Thual, O. (2011) Introduction to data assimilation - Application to the calibration of a model parameter on the 1D diffusion equation, URA SUC 1875, CERFACS-CNRS, Tutorial TU-CMGC-11-10, Tutorial
[bibtex] [pdf]
@TECHREPORT{TU-CMGC-11-10,
author = {Delmotte, B. and Ricci, S. and Rochoux, M. and Thual, O. },
title = {Introduction to data assimilation - Application to the calibration of a model parameter on the 1D diffusion equation},
year = {2011},
institution = {URA SUC 1875, CERFACS-CNRS, Tutorial TU-CMGC-11-10},
address = {Toulouse, France},
type = {Tutorial},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/08/GLOBC_TR_Delmotte-etal_tutorial_2011.pdf}}
Rochoux, M., Ricci, S., Massart, S., Paoli, R., Cuenot, B. and Trouvé, A. (2010) Forest fire propagation using data assimilation, CERFACS, technical report
[bibtex]
@TECHREPORT{TR-AE-10-20465,
author = {Rochoux, M. and Ricci, S. and Massart, S. and Paoli, R. and Cuenot, B. and Trouv´{e}, A. },
title = {Forest fire propagation using data assimilation},
year = {2010},
institution = {CERFACS},
type = {technical report}}
Rochoux, M., Ricci, S., Massart, S., Paoli, R., Cuenot, B. and Trouvé, A. (2010) Preliminary investigation of data assimilation methodologies for forest fire propagation, CERFACS
[bibtex]
@techreport{TR-AE-10-20466,
author = {Rochoux, M. and Ricci, S. and Massart, S. and Paoli, R. and Cuenot, B. and Trouv´{e}, A. },
title = {Preliminary investigation of data assimilation methodologies for forest fire propagation},
year = {2010},
institution = {CERFACS}}
Rochoux, M., Ricci, S., Massart, S., Paoli, R., Cuenot, B. and Trouvé, A. (2010) Preliminary Investigation of Data Assimilation Methodologies for Forest Fire Propagation, SUC URA 1875, CERFACS/CNRS, TR-CMGC-10-22280, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-10-22280,
author = {Rochoux, M. and Ricci, S. and Massart, S. and Paoli, R. and Cuenot, B. and Trouvé, A. },
title = {Preliminary Investigation of Data Assimilation Methodologies for Forest Fire Propagation},
year = {2010},
institution = {SUC URA 1875, CERFACS/CNRS, TR-CMGC-10-22280},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/08/GLOBC_TR_Rochoux_Intermediate_Report_2010.pdf}}
Rochoux, M., Ricci, S., Massart, S., Paoli, R., Cuenot, B. and Trouvé, A. (2010) Forest Fire Propagation using Data Assimilation, Rapport de projet de fin d'études INSA, CERFACS, Technical report
[bibtex] [pdf]
@TECHREPORT{TR-CMGC-10-22281,
author = {Rochoux, M. and Ricci, S. and Massart, S. and Paoli, R. and Cuenot, B. and Trouvé, A. },
title = {Forest Fire Propagation using Data Assimilation},
year = {2010},
institution = {Rapport de projet de fin d'études INSA, CERFACS},
address = {Toulouse, France},
type = {Technical report},
pdf = {https://cerfacs.fr/wp-content/uploads/2017/08/GLOBC_TR_Rochoux_Intermediate_Report_2010.pdf}}
