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Eric PARENT

73
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Researcher identifiers

Presentation

I work as a Professor in applied statistics and probabilistic modeling for environmental engineering. My research group belongs to the French National Institute for Rural Engineering, Water and Forest Management, an academic institution from the Ministry of Agriculture ([Engref](http://www.agroparistech.fr/Ecole-interne-ENGREF,708.html "engref")). The laboratory enrols PhD students and postgraduate engineers trained to work at the intersection between statistics, decision-making theory and environmental engineering. I co-authored three books (in French) , one on [Bayesian statistics for environmental engineering](http://www.lavoisier.fr/notice/fr2743003550.html "http://www.lavoisier.fr/notice/fr2743003550.html"), the second on [theoretical and algorithmic aspects of Bayesian theory ](http://www.springer.com/statistics/statistical+theory+and+methods/book/978-2-287-33906-6 "http://www.springer.com/statistics/statistical+theory+and+methods/book/978-2-287-33906-6")and the third one depicts various cases with [real data from various domains of applications](http://www.springer.com/statistics/book/978-2-287-99666-5 "http://www.springer.com/statistics/book/978-2-287-99666-5"). My recent book in English is a tutorial to implement[Hierarchical Bayesian Modeling for Ecological data](http://www.hbm-for-ecology.org/ "http://www.hbm-for-ecology.org"). My broader interests include “ Bayesian Statistics at work”, especially in case studies from various fields while working with my PhD students, under contract with industrial companies or public institutions. Some of our research interests can be found [here](https://www6.inra.fr/mia-paris/Equipes/MoRSE "MoRSE") . We organize regular bi-annual meetings at Rochebrune with my former[ PhD’s](https://www6.inra.fr/mia-paris/Equipes/MoRSE/Les-anciens-de-MoRSE "Les anciens") and some colleagues.

Publications

Review of Bayesian selection methods for categorical predictors using JAGS

Rana Jreich , Christine Hatté , Éric É. Parent
Journal of Applied Statistics, 2022, 49 (9), pp.2370-2388. ⟨10.1080/02664763.2021.1902955⟩
Journal articles hal-03180264v1

Entretien avec Jacques Bernier et Éric Parent

Jacques Bernier , Éric É. Parent , Gilles Celeux
Statistique et Société, 2020, Rétrospectives, 8 (1), pp.23--35
Journal articles hal-03122526v1
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Une expérience ludique de capture-marquage-recapture pour l'initiation au raisonnement probabiliste indispensable au statisticien-modélisateur

Éric Parent , Jean-Jacques Boreux , Etienne Rivot , Sophie Ancelet
Statistique et Société, 2020, 8 (2), pp.9-31
Journal articles hal-02634655v3
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Post-processing Multiensemble Temperature and Precipitation Forecasts Through an Exchangeable Normal-Gamma Model and Its Tobit Extension

Marie Courbariaux , Pierre Barbillon , Luc Perreault , Eric Parent
Journal of Agricultural, Biological, and Environmental Statistics, 2019, 24 (2), pp.309-345. ⟨10.1007/s13253-019-00358-2⟩
Journal articles hal-02316505v1

Dating and localizing an invasion from post-introduction data and a coupled reaction–diffusion–absorption model

Candy Abboud , Olivier Bonnefon , Eric Parent , Samuel Soubeyrand
Journal of Mathematical Biology, 2019, 79 (2), pp.765-789. ⟨10.1007/s00285-019-01376-x⟩
Journal articles hal-02620324v1
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NOX and PM10 Bayesian concentration estimates using high-resolution numerical simulations and ground measurements over Paris, France

Delphy Rodriguez , Éric Parent , Laurence Eymard , Myrto Valari , Sébastien Payan
Atmospheric environment: X, 2019, 3, pp.100038. ⟨10.1016/j.aeaoa.2019.100038⟩
Journal articles insu-02158416v1

Bayesian calibration of a numerical code for prediction

Mathieu Carmassi , Pierre M Barbillon , Matthieu Chiodetti , Merlin M. Keller , Éric É. Parent
Journal de la Société Française de Statistique, 2019, 160 (1), pp.1-30
Journal articles hal-02316513v1
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Reflexions on the basis of legal zoning for recurrent mountain risks

Nicolas Eckert , Mohamed Naaim , Florie Giacona , Philomène Favier , Aurore A. Lavigne
La Houille Blanche - Revue internationale de l'eau, 2018, 2018 (2), pp.38-67. ⟨10.1051/lhb/2018019⟩
Journal articles hal-02608960v1
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Bayesian selection of mixed covariates from a latent layer: application to hierarchical modeling of soil carbon dynamics

Rana Jreich , Christine Hatté , Éric É. Parent , Jérôme Balesdent
Journal de la Société Française de Statistique, 2018, 159 (2), pp.128-155
Journal articles hal-02467933v1

Adaptive numerical designs for the calibration of computer codes

Guillaume Damblin , Pierre M Barbillon , Merlin Keller , Alberto Pasanisi , Éric Parent
SIAM/ASA Journal on Uncertainty Quantification, 2018, 6 (1), pp.151-179. ⟨10.1137/15M1033162⟩
Journal articles hal-01784898v1
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Analyzing spatio-temporal data with R: Everything you always wanted to know - but were afraid to ask

Denis Allard , Maxime Beauchamp , Liliane Bel , Nicolas Desassis , Ghislain Geniaux
Journal de la Société Française de Statistique, 2017, 158 (3), pp.124-158
Journal articles hal-02618656v1
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Modelling the spatio-temporal repartition of right-truncated data: an application to avalanche runout altitudes in Hautes-Savoie

Aurore A. Lavigne , Nicolas Eckert , Liliane Bel , Michaël Deschâtres , Éric Parent
Stochastic Environmental Research and Risk Assessment, 2017, 31 (3), pp.629-644. ⟨10.1007/s00477-016-1301-z⟩
Journal articles hal-01433695v1

Water flow probabilistic predictions based on a rainfall–runoff simulator: a two-regime model with variable selection

Marie Courbariaux , Pierre Barbillon , Éric Parent
Journal of Agricultural, Biological, and Environmental Statistics, 2017, 22 (2), pp.194-219. ⟨10.1007/s13253-017-0278-5⟩
Journal articles hal-01544622v1
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Towards using a full spectrum of early clinical trial data: a retrospective analysis to compare potential longitudinal categorical models for molecular targeted therapies in oncology

Pierre Colin , Sandrine Micallef , Maud Delattre , Pierre Mancini , Éric Parent
Statistics in Medicine, 2015, Special Issue: Papers from the Seventh International French Society of Statistics Meeting on Statistical Methods in Biopharmacy: Emerging Topics for Statistical Methodology in Clinical Drug Development, 34 (2), pp.2999-3016. ⟨10.1002/sim.6548⟩
Journal articles hal-01197648v1

Adding expert contributions to the spatiotemporal modelling of avalanche activity under different climatic influences

Aurore Lavigne , N. Eckert , Liliane Bel , Éric Parent
Journal of the Royal Statistical Society: Series C Applied Statistics, 2015, 64 (4), pp.651-671. ⟨10.1111/rssc.12095⟩
Journal articles hal-01184824v1

Deep soil carbon dynamics are driven more by soil type than by climate : a worldwide meta-analysis of radiocarbon profiles

Jordane Mathieu , Christine Hatté , Jérôme Balesdent , Éric Parent
Global Change Biology, 2015, 21 (11), pp.4278-4292. ⟨10.1111/gcb.13012⟩
Journal articles hal-01197646v1
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How to elicit a cost function? Lessons of hope and disappointment from a diced bacon case-study

Natalie Commeau , Éric Parent
Case Studies in Business, Industry and Government Statistics, 2015, 6 (1), pp.1-15
Journal articles hal-01197647v1

Combining the Bayesian processor of output with Bayesian model averaging for reliable ensemble forecasting

Ronaud Marty , V. Fortin , H. Kuswanto , A. -C. Favre , Éric Parent
Journal of the Royal Statistical Society: Series C Applied Statistics, 2015, 64 (1), pp.75-92. ⟨10.1111/rssc.12062⟩
Journal articles hal-01197654v1

Copula models for frequency analysis what can be learned from a Bayesian perspective?

Éric Parent , Anne-Catherine Favre , Jacques Bernier , Luc Perreault
Advances in Water Resources, 2014, 63, pp.91-103. ⟨10.1016/j.advwatres.2013.10.013⟩
Journal articles hal-01197621v1
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Approche décisionnelle bayésienne pour estimer une courbe de fragilité

Guillaume Damblin , Merlin Keller , Alberto Pasanisi , Pierre Barbillon , Éric Parent
Journal de la Société Française de Statistique, 2014, 155 (3), pp.78-103
Journal articles hal-01545648v1

Modeling the habitat associations and spatial distribution of benthic macroinvertebrates: A hierarchical Bayesian model for zero-inflated biomass data

Jean-Baptiste Lecomte , H. P. Benoit , Marie-Pierre Etienne , Liliane Bel , Éric Parent
Ecological Modelling, 2013, 265, pp.74 - 84. ⟨10.1016/j.ecolmodel.2013.06.017⟩
Journal articles hal-01003382v1

Compound Poisson-gamma vs. delta-gamma to handle zero-inflated continuous data under a variable sampling volume

Jean-Baptiste Lecomte , Hugues P. Benoit , Sophie Ancelet , Marie-Pierre Etienne , Liliane Bel
Methods in Ecology and Evolution, 2013, 4 (12), pp.1159-1166. ⟨10.1111/2041-210X.12122⟩
Journal articles hal-01197613v1

A hierarchical generalized linear model with variable selection: studying the response of a representative fish assemblage for large European rivers in a multi-pressure context

Jeremy Piffady , Éric Parent , Yves Souchon
Stochastic Environmental Research and Risk Assessment, 2013, 27 (7), pp.1719 - 1734. ⟨10.1007/s00477-013-0709-y⟩
Journal articles hal-01003381v1

Quantitative risk and optimal design approaches in the snow avalanche field: Review and extensions

Nicolas Eckert , C. J. Keylock , D. D. Bertrand , Éric É. Parent , Thierry Faug
Cold Regions Science and Technology, 2012, 79-80, pp.1 - 19. ⟨10.1016/j.coldregions.2012.03.003⟩
Journal articles hal-01004165v1

Hierarchical Bayesian Models to Assess Between- and Within-Batch Variability of Pathogen Contamination in Food

Natalie Commeau , Marie Cornu , Isabelle Albert , Jean-Baptiste Denis , Éric Parent
Risk Analysis, 2012, 32 (3), pp.395-415. ⟨10.1111/j.1539-6924.2011.01699.x⟩
Journal articles hal-01190218v1

Fitting a lognormal distribution to enumeration and absence/presence data

Natalie N. Commeau , Éric É. Parent , Marie Laure Delignette-Muller , Marie Cornu
International Journal of Food Microbiology, 2012, 155 (3), pp.146 - 152. ⟨10.1016/j.ijfoodmicro.2012.01.023⟩
Journal articles hal-01004205v1

A model for spatio-temporal clustering using multinomial probit regression: application to avalanche counts

Aurore A. Lavigne , L. L. Bel , E. E. Parent , N. N. Eckert
Environmetrics, 2012, 23 (6), pp.522 - 534. ⟨10.1002/env.2167⟩
Journal articles hal-01004120v1

A model for spatio-temporal clustering using multinomial probit regression: application to avalanche counts

Aurore A. Lavigne , Liliane Bel , Eric Parent , Nicolas Eckert
Environmetrics, 2012, 23 (6), pp.522-534
Journal articles hal-02597793v1

Estimation of a quantity of interest in uncertainty analysis: Some help from Bayesian decision theory

A. Pasanisi , M. Keller , E. Parent
Reliability Engineering and System Safety, 2012, 100 (93-101)
Journal articles hal-01568806v1

Permanent genetic resources added to Molecular Ecology Resources database 1 June 2011-31 July 2011.

F. Keith Barker , James J. Bell , Steven M. Bogdanowicz , S.L. Bonatto , Frank Cézilly
Molecular Ecology Resources, 2011, 11 (6), pp.1124-1126. ⟨10.1111/j.1755-0998.2011.03068.x⟩
Journal articles hal-00632916v1

Spatio-temporal modeling of avalanche frequencies in the French Alps

Aurore A. Lavigne , Liliane Bel , Eric Parent , Nicolas Eckert
Procedia Environmental Sciences, 2011, 7, pp.311-316
Journal articles hal-02594925v1
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Réflexions sur l'analyse d'incertitudes dans un contexte industriel : informations disponibles et enjeux décisionnels

Merlin M. Keller , Alberto A. Pasanisi , Éric É. Parent
Journal de la Société Française de Statistique, 2011, 152 (4), pp.60-77
Journal articles hal-01001270v1

Modelling spatial zero-inflated continuous data with an exponentially compound Poisson process

Sophie Ancelet , Marie-Pierre Etienne , H. Benoit , E. Parent
Environmental and Ecological Statistics, 2010, 17 (3), pp.347-376
Journal articles hal-01568745v1

Modelling spatial zero-inflated continuous data with an exponentially compound poisson process

Sophie Ancelet , Marie-Pierre Etienne , Hugues Benoît , Éric Parent
Environmental and Ecological Statistics, 2010, 17 (3), pp.347-376. ⟨10.1007/s10651-009-0111-6⟩
Journal articles hal-01197606v1
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Quantifying the effects of temperature and flow regimes on 0+ cyprinid fish abundance in the upper Rhone River using Bayesian hierarchical modelling

Jeremy Piffady , Y. Souchon , Hervé Capra , E. Parent
Freshwater Biology, 2010, 55 (11), p. 2359 - p. 2374. ⟨10.1111/j.1365-2427.2010.02453.x⟩
Journal articles hal-00554714v1
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The court of miracles of hydrology: can failure stories contribute to hydrological science?

Vazken Andréassian , Charles Perrin , Éric Parent , Andras Bárdossy
Hydrological Sciences Journal, 2010, 55 (6), pp.849-856. ⟨10.1080/02626667.2010.506050⟩
Journal articles hal-01197604v1
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Hierarchical bayesian modelling for saccharomyces cerevisiae population dynamics

Aymé Spor , Christine Dillmann , Shaoxiao Wang , Dominique de Vienne , Delphine Sicard
International Journal of Food Microbiology, 2010, 142 (1-2), pp.25-35. ⟨10.1016/j.ijfoodmicro.2010.05.012⟩
Journal articles hal-01197603v1
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Long-term avalanche hazard assessment with a bayesian depth-averaged propagation model

Nicolas Eckert , Mohamed Naaim , Éric Parent
Journal of Glaciology, 2010, 56 (198), pp.563-586. ⟨10.3189/002214310793146331⟩
Journal articles hal-01197600v1

Bayesian multiresponse calibration of TOPMODEL: application to the Haute-Mentue catchment, Switzerland

Daniela Balin Talamba , Éric Parent , Andre Musy
Water Resources Research, 2010, 46, pp.1-16. ⟨10.1029/2007WR006449⟩
Journal articles hal-01197605v1
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Prédétermination et calcul de risque dans le cas des avalanches : avantages et limites des méthodes utilisées en ingénierie et perspectives d'avenir

Nicolas Eckert , E. Parent , Mohamed Naaim , D. Richard
Sciences Eaux & Territoires, 2010, 2, pp.26 - 35. ⟨10.14758/SET-REVUE.2010.2.04⟩
Journal articles hal-00528267v1

A spatio-temporal modelling framework for assessing the fluctuations of avalanche occurrence resulting from climate change: application to 60 years of data in the northern French Alps

Nicolas Eckert , Éric Parent , R Kies , H. Baya
Climatic Change, 2010, 101 (3-4), pp.515-553. ⟨10.1007/s10584-009-9718-8⟩
Journal articles hal-01197601v1

Bayesian optimal design of an avalanche dam using a multivariate numerical avalanche model

Nicolas Eckert , Éric Parent , Thierry Faug , Mohamed Naaim
Stochastic Environmental Research and Risk Assessment, 2009, 23 (8), pp.1123-1141. ⟨10.1007/s00477-008-0287-6⟩
Journal articles hal-01197549v1
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Random effects compound Poisson model to represent data with extra zeros

Marie-Pierre Etienne , Éric Parent , Hugues Benoit , Jacques Bernier
Computational Statistics and Data Analysis, 2009, pp.1-45
Journal articles hal-01197595v1

The Court of Miracle of Hydrology: what can we learn from apparently monstrous hydrological behaviours?

Vazken Andréassian , Charles Perrin , E. Parent , A. Bardossy
Geophysical Research Abstracts, 2009, 11, 1 p
Journal articles hal-00457598v1

Hierarchical Bayesian modelling with habitat and time covariates for estimating riverine fish population size by successive removal method

Etienne Rivot , Etienne Prévost , Anne Cuzol , Jean-Luc J.-L. Baglinière , Éric Parent
Canadian Journal of Fisheries and Aquatic Sciences, 2008, 65 (1), pp.117-133. ⟨10.1139/F07-153⟩
Journal articles hal-01197511v1
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Optimal design under uncertainty of a passive defense structure against snow avalanches: from a general Bayesian framework to a simple analytical model

Nicolas Eckert , Éric Parent , Thierry Faug , Mohamed Naaim
Natural Hazards and Earth System Sciences, 2008, 8 (5), pp.1067-1081. ⟨10.5194/nhess-8-1067-2008⟩
Journal articles hal-01197584v1
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Investigations particulaires pour l'inférence statistique et l'optimisation de plan d'expériences

Éric Parent , Billy Amzal , Philippe Girard
Journal de la Société Française de Statistique, 2008, 149 (1), pp.1-51
Journal articles hal-01197585v1

Bayesian stochastic modelling for avalanche predetermination: from a general system framework to return period computations

Nicolas Eckert , Éric Parent , Mohamed Naaim , D. Richard
Stochastic Environmental Research and Risk Assessment, 2008, 22 (2), pp.185-206. ⟨10.1007/s00477-007-0107-4⟩
Journal articles hal-01197576v1

Revisiting statistical-topographical methods for avalanche predetermination: Bayesian modelling for runout distance predictive distribution

Nicolas Eckert , Éric Parent , D. Richard
Cold Regions Science and Technology, 2007, 49 (1), pp.88-107. ⟨10.1016/j.coldregions.2007.01.005⟩
Journal articles hal-01197526v1
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Biodiversité et approches spatiales en environnement : introduction

Éric Parent , Avner Bar-Hen
Journal de la Société Française de Statistique, 2007, 148 (1), pp.5-8
Journal articles hal-01197562v1

Hierarchical Bayesian modelling for spatial analysis of the number of avalanche occurrences at the scale of the township

Nicolas Eckert , Eric Parent , Lydiane Bélanger , S. Garcia
Cold Regions Science and Technology, 2007, 50 (1-3), pp.97-112
Journal articles hal-02589626v1
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Une méthode statistique-topographique de prédétermination des distances d'arrêt des avalanches

E. Eckert , Eric Parent , Didier Richard
La Houille Blanche - Revue internationale de l'eau, 2006, 2, pp.120-127. ⟨10.1051/lhb:200602016⟩
Journal articles hal-02664823v1

Une méthode statistique-topographique de prédétermination des distances d'arrêt des avalanches

Nicolas Eckert , Eric Parent , Didier Richard
La Houille Blanche - Revue internationale de l'eau, 2006, 2, pp.120-127
Journal articles hal-02588628v1

Bayesian-optimal design via interacting particle systems

Billy Amzal , Frédéric Y. Bois , Eric Parent , Christian P. Robert
Journal of the American Statistical Association, 2006, 101 (474), pp.773-785. ⟨10.1198/016214505000001159⟩
Journal articles ineris-00963016v1
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Le rôle pivot des variables latentes pour le raisonnement statistique conditionnel. Exemples d'applications environnementales des processus ponctuels marqués

Eric Parent , Jacques Bernier , Jean-Jacques Boreux
Revue de Statistique Appliquée, 2006, 54 (4), pp.85-111
Journal articles hal-02657973v1

Hierarchical modelling for spatial analysis of avalanche frequency at the scale of the township

Nicolas Eckert , Eric Parent , Lydiane Bélanger , S. Garcia
Cold Regions Science and Technology, 2006, 50 (1-3), pp.97-112. ⟨10.1016/j.coldregions.2007.01.008⟩
Journal articles hal-02655529v1

A Bayesian state-space modelling framework for fitting a salmon stage-structured population dynamic model to multiple time series of field data

Etienne Rivot , Etienne Prévost , Eric Parent , Jean-Luc J.-L. Baglinière
Ecological Modelling, 2004, 179, pp.463-485
Journal articles hal-02674768v1

Setting biological reference points for Atlantic salmon stocks : transfer of information from data-rich to sparse-data situations by Bayesan hierarchical modelling

Etienne Prévost , Eric Parent , W. Crozier , I. Davidson , J. Dumas
ICES Journal of Marine Science, 2003, 60, pp.1177-1193
Journal articles hal-02671155v1

Inférence bayésienne de la taille d'une population de saumons par utilisation de sources multiples d'information

Eric Parent , Etienne Prévost
Revue de Statistique Appliquée, 2003, 51 (3), pp.5-38
Journal articles hal-02675180v1

A distribution-free test to detect gradual changes in watershed behavior

Vazken Andréassian , Eric Parent , Claude Michel
Water Resources Research, 2003, 39 (9), pp.1252-1262
Journal articles hal-02581636v1

Bi-objective dynamic programming for trading off hydropower and irrigation

B. Michalland , Eric Parent , L. Duckstein
Applied Mathematics and Computation, 1997, 88, pp.53-76
Journal articles hal-02577189v1

Comparison of real-time reservoir-operation techniques

Xiaoliu Yang , Eric Parent , Claude Michel , Pierre-Alain Roche
Journal of Water Resources Planning and Management, 1995, 121 (5), pp.345-351
Journal articles hal-02578198v1

Gestion d'un réservoir pour la régularisation des débits

Xiaoliu Yang , Eric Parent , Claude Michel , Pierre-Alain Roche
La Houille Blanche - Revue internationale de l'eau, 1991, 6, pp.433-440
Journal articles hal-02603733v1

Management of a reservoir to regulate its flow

Xiaoliu Yang , Eric Parent , Claude Michel , Pierre-Alain Roche
La Houille Blanche - Revue internationale de l'eau, 1991, 6, pp.433-440
Journal articles hal-02576817v1

Modélisation graphique

Éric Parent
Initiation à la statistique bayésienne - Bases théoriques et applications en alimentation, environnement, épidémiologie et génétique, Ellipses, 360 p., 2015, 9782340005013
Book sections hal-01197649v1

Considérations décisionnelles pour la construction d’un ouvrage de protection contre les crues

Éric Parent , Alberto Pasanisi , Nicolas Bousquet , Merlin Keller , Jacques Bernier
Approche statistique du risque, Editions Technip, 416 p., 2014, 9782710809654
Book sections hal-01197645v1
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Élaboration des consignes de gestion des barrages - réservoirs

Eric Parent
Hydrologie. Ecole Nationale des Ponts et Chaussées, 1991. Français. ⟨NNT : ⟩
Theses pastel-00569481v1