Cécile Mallet

111

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	Unsupervised Domain Adaptation to Mitigate Out-of-Distribution Problem of Spatial Radiometer Images: Application to Quantitative Precipitation Estimation Vibolroth Sambath , Natanaël Dubois-Quilici , Nicolas Viltard , Audrey Martini , Cécile Mallet IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.5301414. ⟨10.1109/TGRS.2024.3403373⟩ Journal articles insu-04592155v1
	Using metal oxide gas sensors to estimate the emission rates and locations of methane leaks in an industrial site: assessment with controlled methane releases Rodrigo Rivera-Martinez , Pramod Kumar , Olivier Laurent , Gregoire Broquet , Christopher Caldow Atmospheric Measurement Techniques, 2024, 17 (14), pp.4257 - 4290. ⟨10.5194/amt-17-4257-2024⟩ Journal articles hal-04652712v1
	Enhanced Quantitative Precipitation Estimation (QPE) through the opportunistic use of Ku TV-sat links via a Dual-Channel Procedure Louise Gelbart , Laurent Barthès , François Mercier-Tigrine , Aymeric Chazottes , Cecile Mallet Atmospheric Measurement Techniques Discussions, In press, ⟨10.5194/amt-2024-88⟩ Journal articles insu-04622049v1
	Using a data-driven statistical model to better evaluate surface turbulent heat fluxes in weather and climate numerical models: a demonstration study Maurin Zouzoua , Sophie Bastin , Marjolaine Chiriaco , Fabienne Lohou , Marie Lothon Atmospheric Chemistry and Physics Discussions, 2024, ⟨10.5194/egusphere-2024-568⟩ Journal articles insu-04568077v1
	Reconstruction of high-frequency methane atmospheric concentration peaks from measurements using metal oxide low-cost sensors Rodrigo Andres Rivera Martinez , Diego Santaren , Olivier Laurent , Gregoire Broquet , Ford Cropley Atmospheric Measurement Techniques, 2023, 16 (8), pp.2209-2235. ⟨10.5194/amt-16-2209-2023⟩ Journal articles hal-04086719v1
	Evaluation Of Drain, A Deep-Learning Approach To Rain Retrieval From Gpm Passive Microwave Radiometer. Nicolas Viltard , Vibolroth Sambath , Pierre Lepetit , Audrey Martini , Laurent Barthès IEEE Transactions on Geoscience and Remote Sensing, In press, ⟨10.1109/TGRS.2023.3293932⟩ Journal articles hal-04011552v2
	Using Deep Learning for Restoration of Precipitation Echoes in Radar Data Pierre Lepetit , Camille Ly , Laurent Barthès , Cécile Mallet , Nicolas Viltard IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5100914. ⟨10.1109/TGRS.2021.3052582⟩ Journal articles insu-03151106v1
	Characterisation of rainfall events in northern Tunisia using self-organising maps Sabrine Derouiche , Cécile Mallet , Abdelwaheb Hannachi , Zoubeida Bargaoui Journal of Hydrology: Regional Studies, 2022, 42 (August), pp.101159. ⟨10.1016/j.ejrh.2022.101159⟩ Journal articles insu-03741124v1
	Unsupervised domain adaptation for Global Precipitation Measurement satellite constellation using Cycle Generative Adversarial Nets Vibolroth Sambath , Nicolas Viltard , Laurent Barthès , Audrey Martini , Cécile Mallet Environmental Data Science, 2022, 1, pp.e24. ⟨10.1017/eds.2022.16⟩ Journal articles insu-03892915v1
	The Potential of Low-Cost Tin-Oxide Sensors Combined with Machine Learning for Estimating Atmospheric CH₄ Variations around Background Concentration Rodrigo Rivera Martinez , Diego Santaren , Olivier Laurent , Ford Cropley , Cécile Mallet Atmosphere, 2021, 12 (1), pp.107. ⟨10.3390/atmos12010107⟩ Journal articles hal-03115685v1
	Iterative multiscale dynamic time warping (IMs-DTW): a tool for rainfall time series comparison Djallel Dilmi , Laurent Barthès , Cécile Mallet , Aymeric Chazottes International Journal of Data Science and Analytics, 2020, 10, pp.65-79. ⟨10.1007/s41060-019-00193-1⟩ Journal articles insu-02172756v1
	Precipitation Estimates from SMOS Sea-Surface Salinity Alexandre Supply , Jacqueline Boutin , Jean-Luc Vergely , Nicolas Martin , Audrey Hasson Quarterly Journal of the Royal Meteorological Society, 2018, 144 (S1), pp.103-119. ⟨10.1002/qj.3110⟩ Journal articles insu-01563248v1
	Data-driven clustering of rain events: microphysics information derived from macro-scale observations Djallel Dilmi , Cécile Mallet , Laurent Barthès , Aymeric Chazottes Atmospheric Measurement Techniques, 2017, 10 (4), pp.1557-1574. ⟨10.5194/amt-10-1557-2017⟩ Journal articles insu-01410090v1
	Estimating confidence intervals around relative humidity profiles from satellite observations: Application to the SAPHIR sounder Hélène Brogniez , Renaud Fallourd , Cécile Mallet , Ramses Sivira , Christophe Dufour Journal of Atmospheric and Oceanic Technology, 2016, 33 (5), pp.1005-1022. ⟨10.1175/JTECH-D-15-0237.1⟩ Journal articles insu-01292499v1
	4-D-VAR assimilation of disdrometer data and radar spectral reflectivities for raindrop size distribution and vertical wind retrievals François Mercier , Aymeric Chazottes , Laurent Barthès , Cécile Mallet Atmospheric Measurement Techniques, 2016, 9 (7), pp.3145-3163. ⟨10.5194/amt-9-3145-2016⟩ Journal articles insu-01233557v1
	Estimation of intensity-duration-frequency relationships according to the property of scale invariance and regionalization analysis in a Mediterranean coastal area Hanen Ghanmi , Zoubeida Bargaoui , Cécile Mallet Journal of Hydrology, 2016, 541 (part A), pp.38-49. ⟨10.1016/j.jhydrol.2016.07.002⟩ Journal articles insu-01345572v1
	Estimation of Finescale Rainfall Fields Using Broadcast TV Satellite Links and a 4DVAR Assimilation Method François Mercier , Laurent Barthès , Cécile Mallet Journal of Atmospheric and Oceanic Technology, 2015, 32 (10), pp.1709-1728. ⟨10.1175/JTECH-D-14-00125.1⟩ Journal articles insu-01157488v1
	Simulation of yearly rainfall time series at microscale resolution with actual properties: Intermittency, scale invariance, and rainfall distribution Nawal Akrour , Aymeric Chazottes , Sébastien Verrier , Cécile Mallet , Laurent Barthès Water Resources Research, 2015, 51 (9), pp.7417-7435. ⟨10.1002/2014WR016357⟩ Journal articles insu-01203278v1
	A layer-averaged relative humidity profile retrieval for microwave observations: design and results for the Megha-Tropiques payload Ramses Sivira , Hélène Brogniez , Cécile Mallet , Yacine Oussar Atmospheric Measurement Techniques, 2015, 8, pp.1055-1071. ⟨10.5194/amt-8-1055-2015⟩ Journal articles hal-01060604v1
	Vertical evolution of raindrop size distribution: Impact on the shape of the DSD Laurent Barthès , Cécile Mallet Atmospheric Research, 2013, 119, pp.13-22. ⟨10.1016/j.atmosres.2011.07.011⟩ Journal articles hal-00619522v1
	Investigation of the fractal dimension of rainfall occurrence in a semi-arid Mediterranean climate Hanen Ghanmi , Zoubeida Bargaoui , Cécile Mallet Hydrological Sciences Journal, 2013, 58 (3), pp.483-497. ⟨10.1080/02626667.2013.775446⟩ Journal articles hal-00796040v1
	Rainfall measurement from opportunistic use of Earth-space link in Ku band Laurent Barthès , Cécile Mallet Atmospheric Measurement Techniques, 2013, 6 (8), pp.2181-2193. ⟨10.5194/amt-6-2181-2013⟩ Journal articles hal-00795021v1
	Theoretical and empirical scale dependency of Z-R relationships: Evidence, impacts, and correction Sébastien Verrier , Laurent Barthès , Cécile Mallet Journal of Geophysical Research: Atmospheres, 2013, 118 (14), pp.7435-7449. ⟨10.1002/jgrd.50557⟩ Journal articles hal-00851593v1
	Multiscaling properties of rain in the time domain, taking into account rain support biases Sébastien Verrier , Cécile Mallet , Laurent Barthès Journal of Geophysical Research: Atmospheres, 2011, 116, pp.D20119. ⟨10.1029/2011JD015719⟩ Journal articles hal-00635865v1
	A passive scalar-like model for rain applicable up to storm scale Louis de Montera , Sébastien Verrier , Cécile Mallet , Laurent Barthès Atmospheric Research, 2010, 98 (1), pp.140-147. ⟨10.1016/j.atmosres.2010.06.012⟩ Journal articles hal-00518224v1
	Multifractal analysis of African monsoon rain fields, taking into account the zero rain-rate problem Sébastien Verrier , Louis de Montera , Laurent Barthès , Cécile Mallet Journal of Hydrology, 2010, 389 (1-2), pp.111-120. ⟨10.1016/j.jhydrol.2010.05.035⟩ Journal articles hal-00504640v1
	Assessment of rain fade mitigation techniques in the EHF band on a Syracuse 3 20/44-GHz low elevation link Louis de Montera , Laurent Barthès , Cécile Mallet , Peter Golé , T. Marsault Comptes Rendus. Physique, 2010, 11 (1), pp.18-29. ⟨10.1016/j.crhy.2009.12.002⟩ Journal articles hal-00463628v1
	Estimation of gamma raindrop size distribution parameters: Statistical fluctuations and estimation errors Cécile Mallet , Laurent Barthès Journal of Atmospheric and Oceanic Technology, 2009, 26 (8), pp.1572-1584. ⟨10.1175/2009JTECHA1199.1⟩ Journal articles hal-00409803v1
	The Effect of Rain-No Rain Intermittency on the Estimation of the Universal Multifractals Model Parameters Louis de Montera , Laurent Barthès , Cécile Mallet , Peter Golé Journal of Hydrometeorology, 2009, 10 (2), pp.493-506. ⟨10.1175/2008JHM1040.1⟩ Journal articles hal-00400833v1
	Short-term prediction of rain attenuation level and volatility in Earth-to-Satellite links at EHF band Louis de Montera , Cécile Mallet , Laurent Barthès , Peter Golé Nonlinear Processes in Geophysics, 2008, 15 (4), pp.631-643. ⟨10.5194/npg-15-631-2008⟩ Journal articles hal-00320979v1
	A Neural network model for the separation of atmospheric effects on attenuation: Application to frequency scaling. Laurent Barthès , Cécile Mallet , O. Brisseau Radio Science, 2006, 41 (4), pp.RS4012. ⟨10.1029/2005RS003310⟩ Journal articles hal-00159058v1
	Frequency Scaling of rain attenuation based on microphysical characteristics for SatCom link. O. Brisseau , Cécile Mallet , Laurent Barthès IEE Proceedings Microwaves Antennas and Propagation, 2006, 153 (6), pp.523-532 Journal articles hal-00159065v1
	Simulation of rain attenuation time series. Cécile Mallet , Laurent Barthès , Aymeric Chazottes , Peter Golé Space Communications, 2005, 20 (1-2), pp.61-68 Journal articles hal-00159078v1
	Neural network model for atmospheric attenuation retrieval between 20 and 50 GHz by means of dual-frequency microwave radiometers Laurent Barthès , Cécile Mallet , Peter Golé Radio Science, 2003, 38 (5), pp.1082. ⟨10.1029/2002RS002813⟩ Journal articles insu-02183221v1

	Meta-Analysis of Rain Nowcasting Using Machine Learning and Non-Machine Learning Models Baptiste Guigal , Laurent Barthès , Aymeric Chazottes , Nicolas Viltard , Erwan Le Bouar IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.5534-5538, ⟨10.1109/IGARSS53475.2024.10642675⟩ Conference papers insu-04692368v1
	Unsupervised Segmentation Of Microwave Brightness Temperatures To Study The Changes In The Water Cycle Vibolroth Sambath , Nicolas Viltard , Laurent Barthès , Audrey Martini , Cécile Mallet EGU General Assembly 2023, Apr 2023, Vienna (Austria), Austria. pp.EGU23-13610, ⟨10.5194/egusphere-egu23-13610⟩ Conference papers hal-04024269v1
	DRAIN: an Deep-Learning Algorithm for Instantaneous Rain-Retrieval from GMI and DPR on GPM Nicolas Viltard , Cécile Mallet , Vibolroth Sambath , Audrey Martini AGU Fall Meeting 2021, Dec 2021, New Orleans, United States. pp.id. H15P-1230 Conference papers insu-04488992v1
	Statistical analysis of rainfall event features using the Self Organizing Map with application to Northern Tunisia Sabrine Derouiche , Cécile Mallet , Zoubeida Bargaoui , Abdelwahab Hannachi EGU General Assembly 2021, Apr 2021, Online, Germany. pp.EGU21-9090, ⟨10.5194/egusphere-egu21-9090⟩ Conference papers insu-03189453v1
	Learning to compare visibility on webcam images Pierre Lepetit , Cécile Mallet , Laurent Barthès , Nicolas Viltard Climate Informatics 2020. 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom Conference papers hal-02926386v2
	RETRIEVING RAIN RATES FROM SPACE BORNE MICROWAVE SENSORS USING U-NETS Nicolas Viltard , Pierre Lepetit , Cécile Mallet , Laurent Barthès , Audrey Martini Climate Informatics 2020. 10th International Conference, Sep 2020, Oxford, United Kingdom Conference papers insu-02894942v1
	Image-Based Ordinal Regression of Snow Depth: A deep learning approach Pierre Lepetit , Cécile Mallet , Laurent Barthès EGU General Assembly 2020, Apr 2020, Vienna, Austria Conference papers insu-02865660v1
	Deep Learning for image based weather estimation: a focus on the snow Pierre Lepetit , Cécile Mallet , Laurent Barthès EGU General Assembly 2020, Apr 2020, Online, France. pp.EGU2020-19802, ⟨10.5194/egusphere-egu2020-19802⟩ Conference papers insu-03562113v1
	Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping(IMS-DTW) Djallel Dilmi , Laurent Barthès , Cécile Mallet , Aymeric Chazottes Proceedings of the 9th International Workshop on Climate Informatics, Oct 2019, Paris, France. 5 p Conference papers insu-02314438v1
	Rainfall event analysis in the north of Tunisia using the self-organizing map Sabrine Derouiche , Cécile Mallet , Zoubeida Bargaoui Proceedings of the 9th International Workshop on Climate Informatics, Oct 2019, Paris, France. 5 p Conference papers insu-02314437v1
	Deep Learning pour le traitement des Images Radar Pierre Lepetit , Laurent Barthès , Camille Ly , Cécile Mallet , Nicolas Viltard Journées R & D - Intelligence Artificielle - Centre international de Conférences de Météo France, Jun 2019, Toulouse, France Conference papers insu-02359480v1
	Filtrage des Données Radar par Deep Learning Pierre Lepetit , Laurent Barthès , Cécile Mallet , Camille Ly , Yvon Lemaître Conférence ENVIREM 2019, Jul 2019, Palaiseau, France Conference papers insu-02360403v1
	Filtrage des données radar par deep learning Pierre Lepetit , Laurent Barthès , Cécile Mallet , Yvon Lemaître Radars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France Conference papers insu-02083284v1
	HD Rain François Mercier , Ruben Hallali , Duminda Ratnayake , Laurent Barthès , Cécile Mallet Radars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France Conference papers insu-02088994v1
	Rainfall imprint on SMOS and SMAP Sea Surface Salinity Alexandre Supply , Jacqueline Boutin , Jean-Luc Vergely , Audrey Hasson , Gilles Reverdin 2018 Ocean Sciences Meeting, Feb 2018, Portland, Oregon, United States Conference papers insu-01759737v1
	Analyse et modélisation de l’intermittence et de la variabilité des précipitations dans une large gamme d’échelle Cécile Mallet , Laurent Barthès , Nawal Akrour , Aymeric Chazottes Conférence Internationale « Observation et prévision des pluies, impacts sur les crues », Apr 2018, Tunis, Tunisia Conference papers insu-01762854v1
	Caractérisation des épisodes pluvieux au Nord de la Tunisie Sabrine Dérouiche , Cécile Mallet , Zoubeida Bargaoui , Abdel Hannachi Colloque scientifique international «Observation et prévision des pluies, impacts sur les crues», Apr 2018, Tunis, Tunisie Conference papers insu-01762781v1
	Relation d’échelle de la loi Z-R : quelle conséquence pour l’observation radar ? Sébastien Verrier , Laurent Barthès , Cécile Mallet Colloque scientifique international «Observation et prévision des pluies, impacts sur les crues», Apr 2018, Tunis, Tunisia Conference papers insu-01762805v1
	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 pluvieux Djallel Dilmi , Laurent Barthès , Cécile Mallet Journée SAMA 2018, Mar 2018, Paris, France Conference papers insu-01940693v1
	Radar data cleansing with deep learning Pierre Lepetit , Laurent Barthès , Cécile Mallet Journée ‘extraction d’attributs et apprentissage pour l’analyse des images de télédétection’, Oct 2018, Paris, France Conference papers insu-01940723v1
	Data driven analysis of rain events: feature extraction, clustering, microphysical /macro physical relationship Djallel Dilmi , Cécile Mallet , Laurent Barthès , Aymeric Chazottes EGU General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-16748 Conference papers insu-01529968v1
	Precipitation estimates from L-Band Radiometer Sea Surface Salinity Alexandre Supply , Jacqueline Boutin , Jean-Luc Vergely , Gilles Reverdin , Audrey Hasson EGU General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-9068 Conference papers insu-01530392v1
	Estimation de cartes de précipitations par mesure d’atténuation en bande Ku (10,7 – 12,7 GHz) (Utilisation opportuniste des satellites TV-SAT) François Mercier , Laurent Barthès , Cécile Mallet Journée « DÉFITS ET PERSPECTIVES » voir et surveiller avec les ondes électromagnétiques de l'Association Régionale Microonde Île de France (AREMIF), Jun 2016, Paris, France Conference papers insu-01405298v1
	Estimation par assimilation de données variationnelle de champs de pluie à petite échelle à partir d'atténuations de micro-ondes de satellites TV François Mercier , Laurent Barthès , Cécile Mallet URSI France JS 15. Journées Scientifiques 2015: Sonder la matière par les ondes électromagnétiques, URSI France, Mar 2015, Paris, France. pp.47-58 Conference papers hal-01137778v1
	Generation of 2D rain maps with realistic properties : methodology and results Nawal Akrour , Cécile Mallet , Laurent Barthès , Aymeric Chazottes Raingain Conference "Researchers & Water Managers Preparating Cities for a Changing Climate" in the Framework of the COP21 Preparation, Jun 2015, Marne-La-Vallée, France Conference papers insu-01215729v1
	Evaluation of the atmospheric humidity as seen by SAPHIR/Megha-Tropiques: accounting for uncertainties Hélène Brogniez , Ramses Sivira , Cécile Mallet , Gaëlle Clain The 2014 Eumetsat Meteorological Satellite Conference, Sep 2014, Geneva, Switzerland Conference papers hal-01118366v1
	Generation of mono-site Rainfall time series from micro to large scale Nawal Akrour , Aymeric Chazottes , Sébastien Verrier , Cécile Mallet , Laurent Barthès Workshop on Stochastic Weather Generators, Sep 2014, Avignon, France Conference papers hal-01121111v1
	Non-linear, scaling effect of statistical inhomogeneity on Z-R relationships Sébastien Verrier , Laurent Barthès , Cécile Mallet 11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands Conference papers hal-00844037v1
	Simulation of rain time series with zero rainfall and actual statistical distribution in a Universal Multifractal framework Nawal Akrour , Aymeric Chazottes , Sébastien Verrier , Cécile Mallet , Laurent Barthès 1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France Conference papers hal-00870659v1
	Regionalization of IDF curves using the property of scale invariance Hanen Ghanmi , Z. Bargaoui , Cécile Mallet Knowledge for the future. IAHS - IAPSO - IASPEI Joint Assembly, Jul 2013, Gothenburg, Sweden Conference papers hal-00871594v1
	Rainfall fields estimation by data fusion based on a variational 4DVAR assimilation technic of rain gauges and microwave links François Mercier , Laurent Barthès , Cécile Mallet 1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France Conference papers hal-00870680v1
	Study and regionnalisation of IDF curves, established by the property of scale invariance Hanen Ghanmi , Zoubeida Bargaoui , Cécile Mallet 5th International Conference on Water Resources and Sustainable Development (CIREDD), Feb 2013, Alger, Algeria. (in press) Conference papers hal-00796027v1
	Scale-related artefacts on precipitation measurement: why they impact satellite rainfall estimation Sébastien Verrier , Cécile Mallet , Laurent Barthès 1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France Conference papers hal-00870676v1
	Tropospheric Relative Humidity Profile Statistical Retrievals and their Confidence Interval from Megha-Tropiques Measurements Ramses Sivira , Hélène Brogniez , Cécile Mallet , Yacine Oussar 9th International Symposium on Tropospheric Profiling (ISTP), Sep 2012, L'Aquila, Italy. 4 pp Conference papers hal-00736777v1
	Study of IDF curves established by the property of scale invariance in Tunis Hanen Ghanmi , Z. Barguaoui , Cécile Mallet 14th EGU Plinius Conference on Mediterranean Storms and MEDEX Final Conference, Nov 2012, Palma de Mallorca, Spain Conference papers hal-00755759v1
	Study of rainfall intensities for micro-scales in a semi-arid zone (Tunis) by FIF model Hanen Ghanmi , Cécile Mallet , Sébastien Verrier , Laurent Barthès , Zoubeida Bargaoui 3rd STAHY International Workshop on Statistical Methods for Hydrology and Water Resources Management, Oct 2012, Tunis, Tunisia. 11 p Conference papers hal-00739771v1
	Scaling properties of rainfall and their impact on rain rate estimation from weather radar Sébastien Verrier , Laurent Barthès , Cécile Mallet ERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 5 pp Conference papers hal-00736721v1
	Retrieval of Relative Humidity Profiles and its Associated Error from Megha-Tropiques Measurements Ramses Sivira , Hélène Brogniez , Cécile Mallet Proceedings of the International Radiation Symposium (IRC/IAMAS), Aug 2012, Berlin, Germany. pp.216-220, ⟨10.1063/1.4804745⟩ Conference papers hal-00724091v1
	On the opportunistic use of geostationary satellite signals to estimate rain rate in the purpose of radar calibration Laurent Barthès , Cécile Mallet ERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 6 pp Conference papers hal-00736720v1
	Study of the occurrence of rain in the Tunis area in a mono-fractal framework Hanen Ghanmi , Zoubeida Bargaoui , Cécile Mallet 3rd STAHY International Workshop on Statistical Methods for Hydrology and Water Resources Management, Oct 2012, Tunis, Tunisia. 7 p Conference papers hal-00739769v1
	Prédiction des séries météorologiques par un modèle ARIMA-GARCH Hassen Aridhi , Laurent Barthès , Zoubeida Bargaoui , Cécile Mallet 43ème journées de statistiques, May 2011, Gammarth, Tunisie. 6 p Conference papers hal-00667092v1
	Time scaling properties of rainfall from 1.5 year to 15 s and applications to the study of the extreme values Sébastien Verrier , Laurent Barthès , Cécile Mallet , Louis de Montera EGU General Assembly 2010, May 2010, Vienna, Austria Conference papers hal-00667305v1
	Rain as a passive scalar with multifractal intermittency Louis de Montera , Sébastien Verrier , Laurent Barthès , Cécile Mallet EGU General Assembly 2010, May 2010, Vienna, Austria Conference papers hal-00667306v1
	Comparison between natural Rain drop size distributions and corresponding models near equilibrium state during warm rain Laurent Barthès , Cécile Mallet EGU General Assembly 2010, May 2010, Vienna, Austria Conference papers hal-00736900v1
	Short-term prediction of atmospheric attenuation in Q band from Ka-band measurements on earth-to-satellite links Louis de Montera , Laurent Barthès , Peter Golé , T. Marsault , Cécile Mallet 3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.341-344 Conference papers hal-00486458v1
	Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors M.A. Perez Chavarria , Carlos Mejia , Cécile Mallet , Michel Crépon , Fouad Badran IJCNN 2009, International Joint Conference on Neural Networks, Jun 2009, Atlanta, United States. pp.511-517 Conference papers hal-00486492v1
	Non stationnarité du phénomène pluvieux et conséquences sur sa fonction de répartition Sébastien Verrier , Louis de Montera , Cécile Mallet , Laurent Barthès Journées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.311-328 Conference papers hal-00545737v1
	Performance des Modèles de Similitude et de Prédiction Appliqués aux Affaiblissements Atmosphériques Mesurés en bande EHF Louis de Montera , Laurent Barthès , Cécile Mallet , T. Marsault , J.-D. Hermant Journées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.45-57 Conference papers hal-00545733v1
	Rain rate time series as an integrated multiplicative process Louis de Montera , Sébastien Verrier , Laurent Barthès , Cécile Mallet EGU General Assembly 2009, Apr 2009, Vienna, Austria Conference papers hal-00667309v1
	Statistical analysis of the Syracuse 3 satellite EHF propagation experiment T. Marsault , Louis de Montera , J.D. Hermant , Cécile Mallet , Laurent Barthès 3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.3611-3615 Conference papers hal-00486484v1
	Comparison of different methods for the estimation of parameters of gamma drop size distributions. Cécile Mallet , Laurent Barthès Journée SIRTA, 2007, Palaiseau, France Conference papers hal-00159390v1
	Validation of a neural network model for the separation of atmospheric effects on attenuation. Cécile Mallet , Laurent Barthès , T. Marsault European Conference on Antennas and Propagation, Nice, 6-10 Nov 2006, 2006, Nice, France Conference papers hal-00159219v1
	A rain frequency scaling model using the normalized DSD concept. O. Brisseau , Cécile Mallet , Laurent Barthès , T. Marsault European Conference on Propagation and Systems, 2005, Brest, France Conference papers hal-00159212v1
	Simulation of rain attenuation time series, propagation workshop. Cécile Mallet , Laurent Barthès , Aymeric Chazottes , Peter Golé 2nd Workshop on Propagation, 2004, Toulouse, France Conference papers hal-00159207v1

	Unsupervised domain adaptation for GPM satellite constellation using CycleGAN Vibolroth Sambath , Nicolas Viltard , Laurent Barthès , Audrey Martini , Cécile Mallet Climate Informatics 2022, May 2022, Asheville, United States Conference poster hal-03715703v1
	Weather Recognition from Images: State of the Art and Challenges for A.I. Pierre Lepetit , Laurent Barthès , Cécile Mallet Journée thématique IA & Climat-Océan-Atmosphère, Feb 2019, Rennes, France Conference poster insu-02360375v1
	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) Djallel Dilmi , Laurent Barthès , Cécile Mallet , Aymeric Chazottes 9th International Workshop on Climate Informatics, Oct 2019, Paris, France Conference poster insu-02314175v1
	Rainfall event analysis in the north of Tunisia using the self-organizing map Sabrine Derouiche , Cécile Mallet , Zoubeida Bargaoui 9th International Workshop on Climate Informatics, Oct 2019, Paris, France Conference poster insu-02314163v1
	Modified DTW for a quantitative estimation of the similarity between rainfall time series Djallel Dilmi , Laurent Barthès , Cécile Mallet , Aymeric Chazottes EGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-16005, 2017, Geophysical Research Abstracts Conference poster insu-01529991v1
	Iterative Downscaling Dynamic Time Warping (IDDTW) : Estimation de la dissimilarité des séries temporelles de précipitations-Analyse et interprétation Djallel Dilmi , Laurent Barthès , Cécile Mallet Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France Conference poster insu-01663710v1
	GT Précipitation (SIRTA) Sandra Banson , Jean-Luc Baray , Laurent Barthès , Sophie Bastin , Aymeric Chazottes Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France. 2017 Conference poster insu-01657474v1
	Statistiques comparées d'observations de disdromètres co-localisés A. Pouzat , Laurent Barthès , Aymeric Chazottes , Cécile Mallet , Djallel Dilmi Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France Conference poster insu-01657534v1
	A deterministic approach to define the useful integration time for in-situ precipitation observations Djallel Dilmi , Cécile Mallet , Laurent Barthès , Aymeric Chazottes EGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-15349, Geophysical Research Abstracts Conference poster insu-01530002v1
	Caractérisation des observations pluviométriques en île de France entre 2007 et 2015 Djallel Dilmi , Laurent Barthès , Aymeric Chazottes , Cécile Mallet Journée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France Conference poster insu-01405422v1
	Assimilation 4D-VAR de données radar et disdromètre pour la restitution des distributions en taille des gouttes de pluie François Mercier , Laurent Barthès , Aymeric Chazottes , Cécile Mallet Journée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France Conference poster insu-01405313v1
	What can we learn on rainfall from SMOS Sea Surface Salinity? Alexandre Supply , Jacqueline Boutin , Jean-Luc Vergely , Audrey Hasson , Cécile Mallet AGU Fall Meeting 2016, Dec 2016, San Francisco, United States Conference poster insu-01423813v1
	Rainfall at Urban Hydrological Scales : Opportunist use of TV-SAT Receivers Network Nawal Akrour , François Mercier , Cécile Mallet , Laurent Barthès Raingain Conference "Researchers & Water Managers Preparating Cities for a Changing Climate" in the Framework of the COP21 Preparation, Jun 2015, Marne-La-Vallée, France. 2015 Conference poster insu-01215749v1
	Assimilation of radar and in-situ data for the study and the parameterization of the raindrop size distribution dynamics François Mercier , Laurent Barthès , Aymeric Chazottes , Cécile Mallet EGU General Assembly 2015, Jun 2015, Vienna, Austria. pp.id.9048, 2015 Conference poster insu-01215761v1
	A two-dimensional stochastic rainfall simulator Nawal Akrour , Cécile Mallet , Laurent Barthès , Aymeric Chazottes EGU General Assembly 2015, Apr 2015, Vienna, Austria. pp.id.9488, 2015 Conference poster insu-01215759v1
	Multi-fractal rainfall time series generator Nawal Akrour , Aymeric Chazottes , Sébastien Verrier , Cécile Mallet , Laurent Barthès Journée Scientifique SIRTA 2013, 11ème édition, Jun 2013, Palaiseau, France Conference poster hal-00843930v1
	Calibrating synthetic multifractal times series with observed data Nawal Akrour , Aymeric Chazottes , Sébastien Verrier , Laurent Barthès , Cécile Mallet 11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands Conference poster hal-00844043v1
	Rainfall variability measurements using geostationary satellite signals Cécile Mallet , Laurent Barthès IAHS 90th anniversary. PUB (Prediction in Ungages Basins) Symposium 2012, Oct 2012, Delft, Netherlands Conference poster hal-00748700v1
	The Megha-Tropiques payload: a contribution to the monitoring of the tropical water vapor Hélène Brogniez , Ramses Sivira , Pierre-Emmanuel Kirstetter , Francis Marquisseau , Cécile Mallet Final COST workshop on the Atmospheric Water Vapour in the Climate System, Sep 2011, Paris, France Conference poster hal-00797518v1
	Multifractality of a high resolution rainfall time series and assessement of the zero rain rate effect from standard and weighted analysis procedures Sébastien Verrier , Laurent Barthès , Cécile Mallet EGU General Assembly, Apr 2011, Vienna, Austria Conference poster hal-00667339v1
	Evidence for the multifractal properties of rainfall and the scaling behavior of the rain extremes, using radar measurements Sébastien Verrier , Cécile Mallet , Laurent Barthès , Louis de Montera 15th International Symposium for the Advancement of Boundary Layer Remote Sensing (ISARS), Jun 2010, Saint-Quentin-en-Yvelines, France. 4 p., 2010 Conference poster hal-00667262v1
	Étude des propriétés multi-échelle de cartes de pluie et application à la simulation de champs précipitants Sébastien Verrier , Cécile Mallet , Laurent Barthès 1ère Conférence Modélisation Mathématique et Informatique des Systèmes Complexes (COMMISCO), Oct 2010, Campus IRD Bondy, France Conference poster hal-00668252v1

	Modélisation statistique appliquée à la propagation atmosphérique des ondes électromagnétiques et à l'observation des précipitations Cécile Mallet Physique Atmosphérique et Océanique [physics.ao-ph]. Université de Versailles-Saint Quentin en Yvelines, 2009 Habilitation à diriger des recherches tel-00672039v1

Cécile Mallet

Research domains

Skills

Publications

Unsupervised Domain Adaptation to Mitigate Out-of-Distribution Problem of Spatial Radiometer Images: Application to Quantitative Precipitation Estimation

Using metal oxide gas sensors to estimate the emission rates and locations of methane leaks in an industrial site: assessment with controlled methane releases

Enhanced Quantitative Precipitation Estimation (QPE) through the opportunistic use of Ku TV-sat links via a Dual-Channel Procedure

Using a data-driven statistical model to better evaluate surface turbulent heat fluxes in weather and climate numerical models: a demonstration study

Reconstruction of high-frequency methane atmospheric concentration peaks from measurements using metal oxide low-cost sensors

Evaluation Of Drain, A Deep-Learning Approach To Rain Retrieval From Gpm Passive Microwave Radiometer.

Using Deep Learning for Restoration of Precipitation Echoes in Radar Data

Characterisation of rainfall events in northern Tunisia using self-organising maps

Unsupervised domain adaptation for Global Precipitation Measurement satellite constellation using Cycle Generative Adversarial Nets

The Potential of Low-Cost Tin-Oxide Sensors Combined with Machine Learning for Estimating Atmospheric CH4 Variations around Background Concentration

Iterative multiscale dynamic time warping (IMs-DTW): a tool for rainfall time series comparison

Precipitation Estimates from SMOS Sea-Surface Salinity

Data-driven clustering of rain events: microphysics information derived from macro-scale observations

Estimating confidence intervals around relative humidity profiles from satellite observations: Application to the SAPHIR sounder

4-D-VAR assimilation of disdrometer data and radar spectral reflectivities for raindrop size distribution and vertical wind retrievals

Estimation of intensity-duration-frequency relationships according to the property of scale invariance and regionalization analysis in a Mediterranean coastal area

Estimation of Finescale Rainfall Fields Using Broadcast TV Satellite Links and a 4DVAR Assimilation Method

Simulation of yearly rainfall time series at microscale resolution with actual properties: Intermittency, scale invariance, and rainfall distribution

A layer-averaged relative humidity profile retrieval for microwave observations: design and results for the Megha-Tropiques payload

Vertical evolution of raindrop size distribution: Impact on the shape of the DSD

Investigation of the fractal dimension of rainfall occurrence in a semi-arid Mediterranean climate

Rainfall measurement from opportunistic use of Earth-space link in Ku band

Theoretical and empirical scale dependency of Z-R relationships: Evidence, impacts, and correction

Multiscaling properties of rain in the time domain, taking into account rain support biases

A passive scalar-like model for rain applicable up to storm scale

Multifractal analysis of African monsoon rain fields, taking into account the zero rain-rate problem

Assessment of rain fade mitigation techniques in the EHF band on a Syracuse 3 20/44-GHz low elevation link

Estimation of gamma raindrop size distribution parameters: Statistical fluctuations and estimation errors

The Effect of Rain-No Rain Intermittency on the Estimation of the Universal Multifractals Model Parameters

Short-term prediction of rain attenuation level and volatility in Earth-to-Satellite links at EHF band

A Neural network model for the separation of atmospheric effects on attenuation: Application to frequency scaling.

Frequency Scaling of rain attenuation based on microphysical characteristics for SatCom link.

Simulation of rain attenuation time series.

Neural network model for atmospheric attenuation retrieval between 20 and 50 GHz by means of dual-frequency microwave radiometers

Meta-Analysis of Rain Nowcasting Using Machine Learning and Non-Machine Learning Models

Unsupervised Segmentation Of Microwave Brightness Temperatures To Study The Changes In The Water Cycle

DRAIN: an Deep-Learning Algorithm for Instantaneous Rain-Retrieval from GMI and DPR on GPM

Statistical analysis of rainfall event features using the Self Organizing Map with application to Northern Tunisia

Learning to compare visibility on webcam images

RETRIEVING RAIN RATES FROM SPACE BORNE MICROWAVE SENSORS USING U-NETS

Image-Based Ordinal Regression of Snow Depth: A deep learning approach

Deep Learning for image based weather estimation: a focus on the snow

Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping(IMS-DTW)

Rainfall event analysis in the north of Tunisia using the self-organizing map

Deep Learning pour le traitement des Images Radar

Filtrage des Données Radar par Deep Learning

Filtrage des données radar par deep learning

HD Rain

Rainfall imprint on SMOS and SMAP Sea Surface Salinity

Analyse et modélisation de l’intermittence et de la variabilité des précipitations dans une large gamme d’échelle

Caractérisation des épisodes pluvieux au Nord de la Tunisie

Relation d’échelle de la loi Z-R : quelle conséquence pour l’observation radar ?

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 pluvieux

Radar data cleansing with deep learning

Data driven analysis of rain events: feature extraction, clustering, microphysical /macro physical relationship

Precipitation estimates from L-Band Radiometer Sea Surface Salinity

Estimation de cartes de précipitations par mesure d’atténuation en bande Ku (10,7 – 12,7 GHz) (Utilisation opportuniste des satellites TV-SAT)

Estimation par assimilation de données variationnelle de champs de pluie à petite échelle à partir d'atténuations de micro-ondes de satellites TV

Generation of 2D rain maps with realistic properties : methodology and results

Evaluation of the atmospheric humidity as seen by SAPHIR/Megha-Tropiques: accounting for uncertainties

Generation of mono-site Rainfall time series from micro to large scale

Non-linear, scaling effect of statistical inhomogeneity on Z-R relationships

Simulation of rain time series with zero rainfall and actual statistical distribution in a Universal Multifractal framework

Regionalization of IDF curves using the property of scale invariance

Rainfall fields estimation by data fusion based on a variational 4DVAR assimilation technic of rain gauges and microwave links

Study and regionnalisation of IDF curves, established by the property of scale invariance

Scale-related artefacts on precipitation measurement: why they impact satellite rainfall estimation

Tropospheric Relative Humidity Profile Statistical Retrievals and their Confidence Interval from Megha-Tropiques Measurements

Study of IDF curves established by the property of scale invariance in Tunis

Study of rainfall intensities for micro-scales in a semi-arid zone (Tunis) by FIF model

Scaling properties of rainfall and their impact on rain rate estimation from weather radar

Retrieval of Relative Humidity Profiles and its Associated Error from Megha-Tropiques Measurements

On the opportunistic use of geostationary satellite signals to estimate rain rate in the purpose of radar calibration

Study of the occurrence of rain in the Tunis area in a mono-fractal framework

Prédiction des séries météorologiques par un modèle ARIMA-GARCH

Time scaling properties of rainfall from 1.5 year to 15 s and applications to the study of the extreme values

The Potential of Low-Cost Tin-Oxide Sensors Combined with Machine Learning for Estimating Atmospheric CH₄ Variations around Background Concentration