
Cécile Mallet
111
Documents
Publications
Publications
Meta-Analysis of Rain Nowcasting Using Machine Learning and Non-Machine Learning ModelsIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.5534-5538, ⟨10.1109/IGARSS53475.2024.10642675⟩
Communication dans un congrès
insu-04692368
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Unsupervised Segmentation Of Microwave Brightness Temperatures To Study The Changes In The Water CycleEGU General Assembly 2023, Apr 2023, Vienna (Austria), Austria. pp.EGU23-13610, ⟨10.5194/egusphere-egu23-13610⟩
Communication dans un congrès
hal-04024269
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Statistical analysis of rainfall event features using the Self Organizing Map with application to Northern TunisiaEGU General Assembly 2021, Apr 2021, Online, Germany. pp.EGU21-9090, ⟨10.5194/egusphere-egu21-9090⟩
Communication dans un congrès
insu-03189453
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DRAIN: an Deep-Learning Algorithm for Instantaneous Rain-Retrieval from GMI and DPR on GPMAGU Fall Meeting 2021, Dec 2021, New Orleans, United States. pp.id. H15P-1230
Communication dans un congrès
insu-04488992
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Image-Based Ordinal Regression of Snow Depth: A deep learning approachEGU General Assembly 2020, Apr 2020, Vienna, Austria
Communication dans un congrès
insu-02865660
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RETRIEVING RAIN RATES FROM SPACE BORNE MICROWAVE SENSORS USING U-NETSClimate Informatics 2020. 10th International Conference, Sep 2020, Oxford, United Kingdom
Communication dans un congrès
insu-02894942
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Learning to compare visibility on webcam imagesClimate Informatics 2020. 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom
Communication dans un congrès
hal-02926386
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Deep Learning for image based weather estimation: a focus on the snowEGU General Assembly 2020, Apr 2020, Online, France. pp.EGU2020-19802, ⟨10.5194/egusphere-egu2020-19802⟩
Communication dans un congrès
insu-03562113
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Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping(IMS-DTW)Proceedings of the 9th International Workshop on Climate Informatics, Oct 2019, Paris, France. 5 p
Communication dans un congrès
insu-02314438
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Deep Learning pour le traitement des Images RadarJournées R & D - Intelligence Artificielle - Centre international de Conférences de Météo France, Jun 2019, Toulouse, France
Communication dans un congrès
insu-02359480
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Filtrage des Données Radar par Deep LearningConférence ENVIREM 2019, Jul 2019, Palaiseau, France
Communication dans un congrès
insu-02360403
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Rainfall event analysis in the north of Tunisia using the self-organizing mapProceedings of the 9th International Workshop on Climate Informatics, Oct 2019, Paris, France. 5 p
Communication dans un congrès
insu-02314437
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Iterative Multi-Scale Dynamic Time Warping(I-MsDTW): Estimation de la dissimilarité entre des séries temporelles de précipitations et application à la classification des événements pluvieuxJournée SAMA 2018, Mar 2018, Paris, France
Communication dans un congrès
insu-01940693
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Relation d’échelle de la loi Z-R : quelle conséquence pour l’observation radar ?Colloque scientifique international «Observation et prévision des pluies, impacts sur les crues», Apr 2018, Tunis, Tunisia
Communication dans un congrès
insu-01762805
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Radar data cleansing with deep learningJournée ‘extraction d’attributs et apprentissage pour l’analyse des images de télédétection’, Oct 2018, Paris, France
Communication dans un congrès
insu-01940723
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HD RainRadars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France
Communication dans un congrès
insu-02088994
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Rainfall imprint on SMOS and SMAP Sea Surface Salinity2018 Ocean Sciences Meeting, Feb 2018, Portland, Oregon, United States
Communication dans un congrès
insu-01759737
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Analyse et modélisation de l’intermittence et de la variabilité des précipitations dans une large gamme d’échelleConférence Internationale « Observation et prévision des pluies, impacts sur les crues », Apr 2018, Tunis, Tunisia
Communication dans un congrès
insu-01762854
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Caractérisation des épisodes pluvieux au Nord de la TunisieColloque scientifique international «Observation et prévision des pluies, impacts sur les crues», Apr 2018, Tunis, Tunisie
Communication dans un congrès
insu-01762781
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Filtrage des données radar par deep learningRadars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France
Communication dans un congrès
insu-02083284
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Data driven analysis of rain events: feature extraction, clustering, microphysical /macro physical relationshipEGU General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-16748
Communication dans un congrès
insu-01529968
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Precipitation estimates from L-Band Radiometer Sea Surface SalinityEGU General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-9068
Communication dans un congrès
insu-01530392
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Estimation de cartes de précipitations par mesure d’atténuation en bande Ku (10,7 – 12,7 GHz) (Utilisation opportuniste des satellites TV-SAT) Journée « DÉFITS ET PERSPECTIVES » voir et surveiller avec les ondes électromagnétiques de l'Association Régionale Microonde Île de France (AREMIF), Jun 2016, Paris, France
Communication dans un congrès
insu-01405298
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Estimation par assimilation de données variationnelle de champs de pluie à petite échelle à partir d'atténuations de micro-ondes de satellites TVURSI France JS 15. Journées Scientifiques 2015: Sonder la matière par les ondes électromagnétiques, URSI France, Mar 2015, Paris, France. pp.47-58
Communication dans un congrès
hal-01137778
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Generation of 2D rain maps with realistic properties : methodology and resultsRaingain Conference "Researchers & Water Managers Preparating Cities for a Changing Climate" in the Framework of the COP21 Preparation, Jun 2015, Marne-La-Vallée, France
Communication dans un congrès
insu-01215729
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Generation of mono-site Rainfall time series from micro to large scaleWorkshop on Stochastic Weather Generators, Sep 2014, Avignon, France
Communication dans un congrès
hal-01121111
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Evaluation of the atmospheric humidity as seen by SAPHIR/Megha-Tropiques: accounting for uncertaintiesThe 2014 Eumetsat Meteorological Satellite Conference, Sep 2014, Geneva, Switzerland
Communication dans un congrès
hal-01118366
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Regionalization of IDF curves using the property of scale invarianceKnowledge for the future. IAHS - IAPSO - IASPEI Joint Assembly, Jul 2013, Gothenburg, Sweden
Communication dans un congrès
hal-00871594
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Rainfall fields estimation by data fusion based on a variational 4DVAR assimilation technic of rain gauges and microwave links1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France
Communication dans un congrès
hal-00870680
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Retrieval of Relative Humidity Profiles and its Associated Error from Megha-Tropiques MeasurementsProceedings of the International Radiation Symposium (IRC/IAMAS), Aug 2012, Berlin, Germany. pp.216-220, ⟨10.1063/1.4804745⟩
Communication dans un congrès
hal-00724091
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Study and regionnalisation of IDF curves, established by the property of scale invariance5th International Conference on Water Resources and Sustainable Development (CIREDD), Feb 2013, Alger, Algeria. (in press)
Communication dans un congrès
hal-00796027
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Non-linear, scaling effect of statistical inhomogeneity on Z-R relationships11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands
Communication dans un congrès
hal-00844037
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Simulation of rain time series with zero rainfall and actual statistical distribution in a Universal Multifractal framework1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France
Communication dans un congrès
hal-00870659
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Scale-related artefacts on precipitation measurement: why they impact satellite rainfall estimation1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France
Communication dans un congrès
hal-00870676
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On the opportunistic use of geostationary satellite signals to estimate rain rate in the purpose of radar calibrationERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 6 pp
Communication dans un congrès
hal-00736720
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Study of IDF curves established by the property of scale invariance in Tunis14th EGU Plinius Conference on Mediterranean Storms and MEDEX Final Conference, Nov 2012, Palma de Mallorca, Spain
Communication dans un congrès
hal-00755759
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Tropospheric Relative Humidity Profile Statistical Retrievals and their Confidence Interval from Megha-Tropiques Measurements9th International Symposium on Tropospheric Profiling (ISTP), Sep 2012, L'Aquila, Italy. 4 pp
Communication dans un congrès
hal-00736777
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Scaling properties of rainfall and their impact on rain rate estimation from weather radarERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 5 pp
Communication dans un congrès
hal-00736721
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Study of rainfall intensities for micro-scales in a semi-arid zone (Tunis) by FIF model3rd STAHY International Workshop on Statistical Methods for Hydrology and Water Resources Management, Oct 2012, Tunis, Tunisia. 11 p
Communication dans un congrès
hal-00739771
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Study of the occurrence of rain in the Tunis area in a mono-fractal framework3rd STAHY International Workshop on Statistical Methods for Hydrology and Water Resources Management, Oct 2012, Tunis, Tunisia. 7 p
Communication dans un congrès
hal-00739769
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Prédiction des séries météorologiques par un modèle ARIMA-GARCH43ème journées de statistiques, May 2011, Gammarth, Tunisie. 6 p
Communication dans un congrès
hal-00667092
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Time scaling properties of rainfall from 1.5 year to 15 s and applications to the study of the extreme valuesEGU General Assembly 2010, May 2010, Vienna, Austria
Communication dans un congrès
hal-00667305
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Rain as a passive scalar with multifractal intermittencyEGU General Assembly 2010, May 2010, Vienna, Austria
Communication dans un congrès
hal-00667306
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Comparison between natural Rain drop size distributions and corresponding models near equilibrium state during warm rainEGU General Assembly 2010, May 2010, Vienna, Austria
Communication dans un congrès
hal-00736900
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Statistical analysis of the Syracuse 3 satellite EHF propagation experiment3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.3611-3615
Communication dans un congrès
hal-00486484
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Non stationnarité du phénomène pluvieux et conséquences sur sa fonction de répartitionJournées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.311-328
Communication dans un congrès
hal-00545737
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Rain rate time series as an integrated multiplicative processEGU General Assembly 2009, Apr 2009, Vienna, Austria
Communication dans un congrès
hal-00667309
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Performance des Modèles de Similitude et de Prédiction Appliqués aux Affaiblissements Atmosphériques Mesurés en bande EHFJournées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.45-57
Communication dans un congrès
hal-00545733
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Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensorsIJCNN 2009, International Joint Conference on Neural Networks, Jun 2009, Atlanta, United States. pp.511-517
Communication dans un congrès
hal-00486492
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Short-term prediction of atmospheric attenuation in Q band from Ka-band measurements on earth-to-satellite links3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.341-344
Communication dans un congrès
hal-00486458
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Comparison of different methods for the estimation of parameters of gamma drop size distributions.Journée SIRTA, 2007, Palaiseau, France
Communication dans un congrès
hal-00159390
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Validation of a neural network model for the separation of atmospheric effects on attenuation.European Conference on Antennas and Propagation, Nice, 6-10 Nov 2006, 2006, Nice, France
Communication dans un congrès
hal-00159219
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A rain frequency scaling model using the normalized DSD concept.European Conference on Propagation and Systems, 2005, Brest, France
Communication dans un congrès
hal-00159212
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Simulation of rain attenuation time series, propagation workshop.2nd Workshop on Propagation, 2004, Toulouse, France
Communication dans un congrès
hal-00159207
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Using a data-driven statistical model to better evaluate surface turbulent heat fluxes in weather and climate numerical models: a demonstration study2025
Pré-publication, Document de travail
(preprint/prepublication)
insu-04568077
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Unsupervised domain adaptation for GPM satellite constellation using CycleGANClimate Informatics 2022, May 2022, Asheville, United States
Poster de conférence
hal-03715703
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Rainfall event analysis in the north of Tunisia using the self-organizing map9th International Workshop on Climate Informatics, Oct 2019, Paris, France
Poster de conférence
insu-02314163
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Study of the impact of climate change on precipitation in Paris area using a method based on iterative multi scale dynamic time warping (IMs-DTW)9th International Workshop on Climate Informatics, Oct 2019, Paris, France
Poster de conférence
insu-02314175
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Weather Recognition from Images: State of the Art and Challenges for A.I.Journée thématique IA & Climat-Océan-Atmosphère, Feb 2019, Rennes, France
Poster de conférence
insu-02360375
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Iterative Downscaling Dynamic Time Warping (IDDTW) : Estimation de la dissimilarité des séries temporelles de précipitations-Analyse et interprétationJournée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France
Poster de conférence
insu-01663710
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GT Précipitation (SIRTA)Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France. 2017
Poster de conférence
insu-01657474
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A deterministic approach to define the useful integration time for in-situ precipitation observationsEGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-15349, Geophysical Research Abstracts
Poster de conférence
insu-01530002
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Statistiques comparées d'observations de disdromètres co-localisésJournée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France
Poster de conférence
insu-01657534
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Modified DTW for a quantitative estimation of the similarity between rainfall time seriesEGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-16005, 2017, Geophysical Research Abstracts
Poster de conférence
insu-01529991
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Caractérisation des observations pluviométriques en île de France entre 2007 et 2015Journée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France
Poster de conférence
insu-01405422
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Assimilation 4D-VAR de données radar et disdromètre pour la restitution des distributions en taille des gouttes de pluieJournée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France
Poster de conférence
insu-01405313
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What can we learn on rainfall from SMOS Sea Surface Salinity?AGU Fall Meeting 2016, Dec 2016, San Francisco, United States
Poster de conférence
insu-01423813
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Assimilation of radar and in-situ data for the study and the parameterization of the raindrop size distribution dynamicsEGU General Assembly 2015, Jun 2015, Vienna, Austria. pp.id.9048, 2015
Poster de conférence
insu-01215761
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Rainfall at Urban Hydrological Scales : Opportunist use of TV-SAT Receivers NetworkRaingain Conference "Researchers & Water Managers Preparating Cities for a Changing Climate" in the Framework of the COP21 Preparation, Jun 2015, Marne-La-Vallée, France. 2015
Poster de conférence
insu-01215749
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A two-dimensional stochastic rainfall simulatorEGU General Assembly 2015, Apr 2015, Vienna, Austria. pp.id.9488, 2015
Poster de conférence
insu-01215759
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Multi-fractal rainfall time series generatorJournée Scientifique SIRTA 2013, 11ème édition, Jun 2013, Palaiseau, France
Poster de conférence
hal-00843930
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Calibrating synthetic multifractal times series with observed data11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands
Poster de conférence
hal-00844043
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Rainfall variability measurements using geostationary satellite signalsIAHS 90th anniversary. PUB (Prediction in Ungages Basins) Symposium 2012, Oct 2012, Delft, Netherlands
Poster de conférence
hal-00748700
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The Megha-Tropiques payload: a contribution to the monitoring of the tropical water vaporFinal COST workshop on the Atmospheric Water Vapour in the Climate System, Sep 2011, Paris, France
Poster de conférence
hal-00797518
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Multifractality of a high resolution rainfall time series and assessement of the zero rain rate effect from standard and weighted analysis proceduresEGU General Assembly, Apr 2011, Vienna, Austria
Poster de conférence
hal-00667339
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Evidence for the multifractal properties of rainfall and the scaling behavior of the rain extremes, using radar measurements15th International Symposium for the Advancement of Boundary Layer Remote Sensing (ISARS), Jun 2010, Saint-Quentin-en-Yvelines, France. 4 p., 2010
Poster de conférence
hal-00667262
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Étude des propriétés multi-échelle de cartes de pluie et application à la simulation de champs précipitants1ère Conférence Modélisation Mathématique et Informatique des Systèmes Complexes (COMMISCO), Oct 2010, Campus IRD Bondy, France
Poster de conférence
hal-00668252
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Modélisation statistique appliquée à la propagation atmosphérique des ondes électromagnétiques et à l'observation des précipitationsPhysique Atmosphérique et Océanique [physics.ao-ph]. Université de Versailles-Saint Quentin en Yvelines, 2009
HDR
tel-00672039
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