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Publications de Liliane Bel

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ACL

Articles dans des revues internationales ou nationales avec comité de lecture répertoriées dans les bases de données

[2015, article |www] A. Bechler, M.Vrac, L. Bel, "A spatial hybrid approach for downscaling of extreme precipitation fields", Journal of Geophysical research, Volume 120, Issue 10, pp 4534–4550,2015.

[2015, article |www] A. Bechler, L. Bel, M.Vrac, "Conditional simulations of the extremal t process: Application to fields of extreme precipitation", Spatial Statistics, Volume 12, pp 109–127,2015.

[2015, article |www] A. Lavigne, N. Eckert, L. Bel and E. Parent  "Adding expert contributions to the spatiotemporal modelling of avalanche activity under different climatic influences", Journal of the Royal Statistical Society: Series C (Applied Statistics), Volume 64, Issue 4, pp 651–671,2015.

[2014, article | www]E. Vaudour, J. M. Gilliot, L. Bel, L. Bréchet, D. Hadjar, J. Hamiache, and Y. Lemonnier, "Uncertainty of soil reflectance retrieval from SPOT and RapidEye multispectral satellite images using a per-pixel bootstrapped empirical line atmospheric correction over an agricultural region.," International Journal of Applied Earth Observation and Geoinformation, iss. 26, pp. 217-234, 2014.

[2013, article | www]J.-B. Lecomte, H. P. Benoît, S. Ancelet, M.-P. Etienne, L. Bel, and E. Parent, "Compound Poisson-gamma vs. delta-gamma to handle zero-inflated continuous data under a variable sampling volume," Methods in Ecology and Evolution, vol. 4, p. 1159, 2013.

[2013, article | www]J. Gaume, N. Eckert, G. Chambon, M. Naaim, and L. Bel, "Mapping extreme snowfalls in the french alps using max-stable processes," Water Resources Research, 2013.

[2013, article | www]E. Vaudour, L. Bel, J. M. Gilliot, Y. Coquet, D. Hadjar, P. Cambier, J. Michelin, and S. Houot, "Potential of SPOT multispectral satellite images for mapping topsoil organic carbon content over peri-urban croplands," Soil Science Society of America Journal, vol. 77, pp. 2122-2139, 2013.

[2013, article | www]J. B. Lecomte, H. P. Benoît, M. P. Etienne, L. Bel, and E. Parent, "Modeling the habitat associations and spatial distribution of benthic macroinvertebrates: A hierarchical Bayesian model for zero-inflated biomass data," Ecological Modelling, 2013.

[2012, article | www]A. Lavigne, L. Bel, E. Parent, and N. Eckert, "A model for spatio-temporal clustering using multinomial probit regression: application to avalanche counts," Environmetrics, vol. 23, iss. 6, p. 522, 2012.

[2011, article | www]C. Lantuéjoul, J.-N. Bacro, and L. Bel, "Storm processes and stochastic geometry," Extremes, vol. 14, iss. 4, pp. 413-428, 2011.

[2011, article | www]L. Bel, A. Bar-Hen, R. Petit, and R. Cheddadi, "Spatio-temporal Functional Regression on Paleo-ecological Data," Journal of Applied Statistics, vol. 38, iss. 4, pp. 695-704, 2011.

[2010, article | www]J.-N. Bacro, L. Bel, and C. Lantuéjoul, "Testing the independence of maxima: from bivariate vectors to spatial extreme fields," Extremes, vol. 13, p. 155, 2010.

[2009, article | www]L. Bel, D. Allard, J. M. Laurent, R. Cheddadi, and A. Bar-Hen, "CART algorithm for spatial data : Application to environmental and ecological data," Computational Statistics & Data Analysis, vol. 53, pp. 3082-3093, 2009.

[2008, article | www]L. Bel, J.-N. Bacro, and C. Lantuéjoul, "Assessing extremal dependence of environmental spatial fields," Environmetrics, vol. 19, pp. 163-182, 2008.

[2008, article | www]J.-M. Laurent, L. François, A. Bar-Hen, L. Bel, and R. Cheddadi, "European Bioclimatic Affinity Groups: Data-model comparisons," Global and Planetary Change, vol. 61, pp. 28-40, 2008.

[2005, article | www]D. Grancher, L. Bel, and R. Vautard, "Estimation de champs de pollution par adaptation statistique locale et approche non stationnaire," Journal Européen des Systèmes Automatisés, vol. 39, iss. 4, pp. 475-492, 2005.

[2003, article | www]N. Blond, L. Bel, and R. Vautard, "Three-dimensional ozone data analysis with an air quality model over Paris area," Journal of Geophysical Research, vol. 108, iss. D23, p. 4744, 2003.

ACT

Communications avec actes dans un congrès international ou national

[2013, inproceedings]A. Bechler, L. Bel, and M. Vrac, "Conditional simulations of extremal t process for fi elds of extreme precipitation.," in Proc. 45e Journées de la Statistique-SFdS, Toulouse, France, 2013.

[2012, inproceedings | www]J. B. Lecomte, L. Bel, H. P. Benoît, and E. Parent, "A Bayesian hierarchical model for zero-inflated biomass data, with a spatial structure," in Proc. International Statistical Ecology Conference, Krokkleiva, Norvège, 2012.

[2012, inproceedings | pdf]J. B. Lecomte, L. Bel, H. P. Benoît, and E. Parent, "Modèle hiérarchique bayésien pour données de biomasse à forte proportion de zéros avec une structure spatiale," in Proc. 44e Journées de Statistique, Bruxelles, Belgique, 2012.

[2012, inproceedings]J. B. Lecomte, L. Bel, H. P. Benoît, and E. Parent, "Modèle hiérarchique bayésien pour données de biomasse à forte proportion de zéros avec une structure spatiale," in Proc. Réseau M3D, Ecole de printemps, Oléron, France, 2012.

[2008, inproceedings | www]J.-N. Bacro, L. Bel, and C. Lantuéjoul, "Testing for spatial asymptotic independence of extremes using the madogram," in Proc. Proc. of the Eighth international Geostatistics Congress, Santiago de Chile, Chile, 2008, pp. 137-146.

[2004, inproceedings]L. Bel, D. Allard, J.-M. Laurent, A. Bar-Hen, and R. Cheddadi, "Map comparisons and spatial discrimination," in Proc. GeoENV 2004: fifth European Conference on Geostatistics for Environmental Applications, Neuchatel, Suisse, 2004, pp. 99-110.

[2002, inproceedings]L. Bel, "Non parametric variogram estimation. Application to air pollution data'," in Proc. GeoENV 2002: fourth European Conference on Geostatistics for Environmental Applications, Barcelona, Spain, 2002.

AFF

Communications par affiche dans un congrès international ou national

[2013, inproceedings]A. Bechler, L. Bel, and M. Vrac, "Conditional simulations of fields of extreme precipitation," in Proc. Extreme Events: Modeling, Analysis, and Prediction, Hanover, Germany, 2013.

ChOS

Chapitres d'ouvrages

[2012, inbook]J. Hamiache, L. Bel, E. Vaudour, and J. M. Gilliot, "Spatial stochastic modeling of topsoil organic carbon content over a cultivated peri-urban region, using soil properties, soil types and a digital elevation model," , Minasny, Malone, and McBratney, Eds., CRC press, Balkema, 2012, pp. 161-166.

[2009, inbook]L. Bel, G. Oppenheim, L. Robbiano, and M. C. Viano, "Scaling, Fractals and wavelets," , P.Abry, P.Goncalves, J.Levy-Vehel ed., Wiley, 2009, pp. 279-300.

[2002, inbook]L. Bel, G. Oppenheim, L. Robbiano, and M. C. Viano, "Fractals et Lois d'échelles," , P.Abry, P.Goncalves, J.Levy-Vehel ed., Hermès, 2002, vol. 1, pp. 183-206.

[2001, inbook]J. M. Bel L.and Poggi, B. Portier, and R. Vautard, "Statistical forecasting of ozone peaks over Paris area with a nonlinear additive model. Impact of imported ozone," , G.Govaert, J.Janssen, N.Limnios ed., , 2001, vol. 1, pp. 166-171.