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Barthès,Laurent

Laurent Barthès
Membre du département space

Bureau: Guy-B1112
Tél : 0180285226

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Publications au LATMOS depuis sa création (2009)

Articles dans des revues avec comité de lecture


2023


Evaluation Of Drain, A Deep-Learning Approach To Rain Retrieval From Gpm Passive Microwave Radiometer.
Viltard N., Sambath V., Lepetit P., Martini A., Barthès L., Mallet C.
IEEE Transactions on Geoscience and Remote Sensing, In press, ⟨10.1109/TGRS.2023.3293932⟩ - hal-04011552

2022


Using Deep Learning for Restoration of Precipitation Echoes in Radar Data
Lepetit P., Ly C., Barthès L., Mallet C., Viltard N., Lemaître Y., Rottner L.
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5100914. ⟨10.1109/TGRS.2021.3052582⟩ - insu-03151106

Unsupervised domain adaptation for Global Precipitation Measurement satellite constellation using Cycle Generative Adversarial Nets
Sambath V., Viltard N., Barthès L., Martini A., Mallet C.
Environmental Data Science, 2022, 1, pp.e24. ⟨10.1017/eds.2022.16⟩ - insu-03892915

2020


Iterative multiscale dynamic time warping (IMs-DTW): a tool for rainfall time series comparison
Dilmi D., Barthès L., Mallet C., Chazottes A.
International Journal of Data Science and Analytics, 2020, 10, pp.65-79. ⟨10.1007/s41060-019-00193-1⟩ - insu-02172756

2017


Data-driven clustering of rain events: microphysics information derived from macro-scale observations
Dilmi D., Mallet C., Barthès L., Chazottes A.
Atmospheric Measurement Techniques, 2017, 10 (4), pp.1557-1574. ⟨10.5194/amt-10-1557-2017⟩ - insu-01410090

2016


BASTA: A 95-GHz FMCW Doppler radar for cloud and fog studies
Delanoë J., Protat A., Vinson J.-P., Brett W., Caudoux C., Bertrand F., Parent Du Châtelet J., Hallali R., Barthès L., Haeffelin M., Dupont J.-C. et al.
Journal of Atmospheric and Oceanic Technology, 2016, 33 (5), pp.1023-1038. ⟨10.1175/JTECH-D-15-0104.1⟩ - insu-01278272

4-D-VAR assimilation of disdrometer data and radar spectral reflectivities for raindrop size distribution andvertical wind retrievals
Mercier F., Chazottes A., Barthès L., Mallet C.
Atmospheric Measurement Techniques, 2016, 9 (7), pp.3145-3163. ⟨10.5194/amt-9-3145-2016⟩ - insu-01233557

2015


Simulation of yearly rainfall time series at microscale resolution with actual properties: Intermittency, scale invariance, and rainfall distribution
Akrour N., Chazottes A., Verrier S., Mallet C., Barthès L.
Water Resources Research, 2015, 51 (9), pp.7417-7435. ⟨10.1002/2014WR016357⟩ - insu-01203278

Estimation of Finescale Rainfall Fields Using Broadcast TV Satellite Links and a 4DVAR Assimilation Method
Mercier F., Barthès L., Mallet C.
Journal of Atmospheric and Oceanic Technology, 2015, 32 (10), pp.1709-1728. ⟨10.1175/JTECH-D-14-00125.1⟩ - insu-01157488

2013


Theoretical and empirical scale dependency of Z-R relationships: Evidence, impacts, and correction
Verrier S., Barthès L., Mallet C.
Journal of Geophysical Research: Atmospheres, 2013, 118 (14), pp.7435-7449. ⟨10.1002/jgrd.50557⟩ - hal-00851593

Rainfall measurement from opportunistic use of Earth-space link in Ku band
Barthès L., Mallet C.
Atmospheric Measurement Techniques, 2013, 6 (8), pp.2181-2193. ⟨10.5194/amt-6-2181-2013⟩ - hal-00795021

Vertical evolution of raindrop size distribution: Impact on the shape of the DSD
Barthès L., Mallet C.
Atmospheric Research, 2013, 119, pp.13-22. ⟨10.1016/j.atmosres.2011.07.011⟩ - hal-00619522

2011


Multiscaling properties of rain in the time domain, taking into account rain support biases
Verrier S., Mallet C., Barthès L.
Journal of Geophysical Research: Atmospheres, 2011, 116, pp.D20119. ⟨10.1029/2011JD015719⟩ - hal-00635865

2010


Assessment of rain fade mitigation techniques in the EHF band on a Syracuse 3 20/44-GHz low elevation link
de Montera L., Barthès L., Mallet C., Golé P., Marsault T.
Comptes Rendus. Physique, 2010, 11 (1), pp.18-29. ⟨10.1016/j.crhy.2009.12.002⟩ - hal-00463628

Multifractal analysis of African monsoon rain fields, taking into account the zero rain-rate problem
Verrier S., de Montera L., Barthès L., Mallet C.
Journal of Hydrology, 2010, 389 (1-2), pp.111-120. ⟨10.1016/j.jhydrol.2010.05.035⟩ - hal-00504640

A passive scalar-like model for rain applicable up to storm scale
de Montera L., Verrier S., Mallet C., Barthès L.
Atmospheric Research, 2010, 98 (1), pp.140-147. ⟨10.1016/j.atmosres.2010.06.012⟩ - hal-00518224

2009


The Effect of Rain-No Rain Intermittency on the Estimation of the Universal Multifractals Model Parameters
de Montera L., Barthès L., Mallet C., Golé P.
Journal of Hydrometeorology, 2009, 10 (2), pp.493-506. ⟨10.1175/2008JHM1040.1⟩ - hal-00400833

CURIE: a low power X-band, low atmospheric Boundary Layer Doppler radar
Al-Sakka H., Weill A., Le Gac C., Ney R., Chardenal L., Vinson J.-P., Barthès L., Dupont E.
Meteorologische Zeitschrift, 2009, 18, pp.267-276. ⟨10.1127/0941-2948/2009/0377⟩ - hal-00410323

Estimation of gamma raindrop size distribution parameters: Statistical fluctuations and estimation errors
Mallet C., Barthès L.
Journal of Atmospheric and Oceanic Technology, 2009, 26 (8), pp.1572-1584. ⟨10.1175/2009JTECHA1199.1⟩ - hal-00409803

Communications avec actes


2023


Opportunistic Rainfall Measurements from Dual Channel KU-Band Receiver
Mercier-Tigrine F., Barthès L., Mallet C.
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Jun 2023, Rhodes Island, Greece. 5 p., ⟨10.1109/ICASSPW59220.2023.10193748⟩ - insu-04177597

2020


RETRIEVING RAIN RATES FROM SPACE BORNE MICROWAVE SENSORS USING U-NETS
Viltard N., Lepetit P., Mallet C., Barthès L., Martini A.
Climate Informatics 2020. 10th International Conference, Sep 2020, Oxford, United Kingdom - insu-02894942

Learning to compare visibility on webcam images
Lepetit P., Mallet C., Barthès L., Viltard N.
Climate Informatics 2020. 10th International Conference on Climate Informatics, Sep 2020, Oxford, United Kingdom - hal-02926386

2019


Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping(IMS-DTW)
Dilmi D., Barthès L., Mallet C., Chazottes A.
Proceedings of the 9th International Workshop on Climate Informatics, Oct 2019, Paris, France. 5 p - insu-02314438

2015


Estimation par assimilation de données variationnelle de champs de pluie à petite échelle à partir d'atténuations de micro-ondes de satellites TV
Mercier F., Barthès L., Mallet C.
URSI France JS 15. Journées Scientifiques 2015: Sonder la matière par les ondes électromagnétiques, URSI France, Mar 2015, Paris, France. pp.47-58 - hal-01137778

2012


Scaling properties of rainfall and their impact on rain rate estimation from weather radar
Verrier S., Barthès L., Mallet C.
ERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 5 pp - hal-00736721

Study of rainfall intensities for micro-scales in a semi-arid zone (Tunis) by FIF model
Ghanmi H., Mallet C., Verrier S., Barthès L., Bargaoui Z.
3rd STAHY International Workshop on Statistical Methods for Hydrology and Water Resources Management, Oct 2012, Tunis, Tunisia. 11 p - hal-00739771

On the opportunistic use of geostationary satellite signals to estimate rain rate in the purpose of radar calibration
Barthès L., Mallet C.
ERAD 2012, 7th European Conference on Radar in Meteorology and Hydrology, Jun 2012, Toulouse, France. 6 pp - hal-00736720

2011


Prédiction des séries météorologiques par un modèle ARIMA-GARCH
Aridhi H., Barthès L., Bargaoui Z., Mallet C.
43ème journées de statistiques, May 2011, Gammarth, Tunisie. 6 p - hal-00667092

2009


Statistical analysis of the Syracuse 3 satellite EHF propagation experiment
Marsault T., de Montera L., Hermant J., Mallet C., Barthès L., Golé P.
3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.3611-3615 - hal-00486484

Performance des Modèles de Similitude et de Prédiction Appliqués aux Affaiblissements Atmosphériques Mesurés en bande EHF
de Montera L., Barthès L., Mallet C., Marsault T., Hermant J.-D., Golé P.
Journées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.45-57 - hal-00545733

Non stationnarité du phénomène pluvieux et conséquences sur sa fonction de répartition
Verrier S., de Montera L., Mallet C., Barthès L.
Journées Scientifiques Propagation et Télédétection, URSI-France, Mar 2009, Paris, France. pp.311-328 - hal-00545737

Short-term prediction of atmospheric attenuation in Q band from Ka-band measurements on earth-to-satellite links
de Montera L., Barthès L., Golé P., Marsault T., Mallet C.
3rd European Conference on Antennas and Propagation, 2009 (EuCAP 2009), Mar 2009, Berlin, Germany. pp.341-344 - hal-00486458

HDR


2010


Rôle des précipitations dans l'interaction ondes atmosphère dans la bande 10-50 GHz
Barthès L.
Météorologie. Université Versailles Saint Quentin en Yvelines, 2010 - tel-01591115

Autres


2024


A Morphological Algorithm for the Detection of Linear Contrails
Gourgue N., Boucher O., Barthès L.
EGU General Assembly 2024, Apr 2024, Vienna, Austria. pp.EGU24-14802, ⟨10.5194/egusphere-egu24-14802⟩ - insu-04507569 - (Poster)

2023


Unsupervised Segmentation Of Microwave Brightness Temperatures To Study The Changes In The Water Cycle
Sambath V., Viltard N., Barthès L., Martini A., Mallet C.
EGU General Assembly 2023, Apr 2023, Vienna (Austria), Austria. pp.EGU23-13610, ⟨10.5194/egusphere-egu23-13610⟩ - hal-04024269 - (Communications sans actes)

2022


Unsupervised domain adaptation for GPM satellite constellation using CycleGAN
Sambath V., Viltard N., Barthès L., Martini A., Mallet C.
Climate Informatics 2022, May 2022, Asheville, United States - hal-03715703 - (Communications sans actes)

2020


Image-Based Ordinal Regression of Snow Depth: A deep learning approach
Lepetit P., Mallet C., Barthès L.
EGU General Assembly 2020, Apr 2020, Vienna, Austria - insu-02865660 - (Communications sans actes)

Use of Deep-Leaning U-nets to Address the Problem of Rain Retrieval from Passive Microwave Radiometers
Viltard N., Lepetit P., Mallet C., Barthès L., Martini A.
AGU Fall Meeting 2020, Dec 2020, Online, Unknown Region. pp.H206-06 - insu-03569190 - (Communications sans actes)

Deep Learning for image based weather estimation: a focus on the snow
Lepetit P., Mallet C., Barthès L.
EGU General Assembly 2020, Apr 2020, Online, France. pp.EGU2020-19802, ⟨10.5194/egusphere-egu2020-19802⟩ - insu-03562113 - (Communications sans actes)

2019


Deep Learning pour le traitement des Images Radar
Lepetit P., Barthès L., Ly C., Mallet C., Viltard N., Lemaître Y., Vogt V.
Journées R & D - Intelligence Artificielle - Centre international de Conférences de Météo France, Jun 2019, Toulouse, France - insu-02359480 - (Communications sans actes)

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)
Dilmi D., Barthès L., Mallet C., Chazottes A.
9th International Workshop on Climate Informatics, Oct 2019, Paris, France - insu-02314175 - (Poster)

Weakly-supervised Restoration of Meteorological Data by Deep Learning
Lepetit P., Barthès L., Mallet C., Ly C., Lemaître Y., Viltard N.
Conférence ENVIREM 2019, Jul 2019, Palaiseau, France - insu-02360403 - (Communications sans actes)

Weather Recognition from Images: State of the Art and Challenges for A.I.
Lepetit P., Barthès L., Mallet C.
Journée thématique IA & Climat-Océan-Atmosphère, Feb 2019, Rennes, France - insu-02360375 - (Poster)

2018


Relation d’échelle de la loi Z-R : quelle conséquence pour l’observation radar ?
Verrier S., Barthès L., Mallet C.
Colloque scientifique international «Observation et prévision des pluies, impacts sur les crues», Apr 2018, Tunis, Tunisia - insu-01762805 - (Communications sans actes)

Analyse et modélisation de l’intermittence et de la variabilité des précipitations dansune large gamme d’échelle
Mallet C., Barthès L., Akrour N., Chazottes A.
Conférence Internationale « Observation et prévision des pluies, impacts sur les crues », Apr 2018, Tunis, Tunisia - insu-01762854 - (Communications sans actes)

HD Rain
Mercier F., Hallali R., Ratnayake D., Barthès L., Mallet C.
Radars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France - insu-02088994 - (Communications sans actes)

Radar data cleansing with deep learning
Lepetit P., Barthès L., Mallet C.
Journée ‘extraction d’attributs et apprentissage pour l’analyse des images de télédétection’, Oct 2018, Paris, France - insu-01940723 - (Communications sans actes)

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
Dilmi D., Barthès L., Mallet C.
Journée SAMA 2018, Mar 2018, Paris, France - insu-01940693 - (Communications sans actes)

Filtrage des données radar par deep learning
Lepetit P., Barthès L., Mallet C., Lemaître Y.
Radars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France - insu-02083284 - (Communications sans actes)

2017


GT Précipitation (SIRTA)
Banson S., Baray J.-L., Barthès L., Bastin S., Chazottes A., Delanoë J., Dilmi D., Dupont J.-C., Gires A., Hallali R., Jahangir E. et al.
Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France. 2017 - insu-01657474 - (Poster)

A deterministic approach to define the useful integration time for in-situ precipitation observations
Dilmi D., Mallet C., Barthès L., Chazottes A.
EGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-15349, Geophysical Research Abstracts - insu-01530002 - (Poster)

Statistiques comparées d'observations de disdromètres co-localisés
Pouzat A., Barthès L., Chazottes A., Mallet C., Dilmi D.
Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France - insu-01657534 - (Poster)

Data driven analysis of rain events: feature extraction, clustering, microphysical /macro physical relationship
Dilmi D., Mallet C., Barthès L., Chazottes A.
EGU General Assembly 2017, Apr 2017, Vienna, Austria. pp.EGU2017-16748 - insu-01529968 - (Communications sans actes)

Modified DTW for a quantitative estimation of the similarity between rainfall time series
Dilmi D., Barthès L., Mallet C., Chazottes A.
EGU General Assembly 2017, Apr 2017, Vienna, Austria. 19, pp.EGU2017-16005, 2017, Geophysical Research Abstracts - insu-01529991 - (Poster)

Iterative Downscaling Dynamic Time Warping (IDDTW) : Estimation de la dissimilarité des séries temporelles de précipitations-Analyse et interprétation
Dilmi D., Barthès L., Mallet C.
Journée Scientifique SIRTA 2017, Jun 2017, Palaiseau, France - insu-01663710 - (Poster)

2016


Caractérisation des observations pluviométriques en île de France entre 2007 et 2015
Dilmi D., Barthès L., Chazottes A., Mallet C.
Journée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France - insu-01405422 - (Poster)

Assimilation 4D-VAR de données radar et disdromètre pour la restitution des distributions en taille des gouttes de pluie
Mercier F., Barthès L., Chazottes A., Mallet C.
Journée Scientifique SIRTA 2016, Jun 2016, Palaiseau, France - insu-01405313 - (Poster)

Estimation de cartes de précipitations par mesure d’atténuation en bande Ku (10,7 – 12,7 GHz) (Utilisation opportuniste des satellites TV-SAT)
Mercier F., Barthès L., Mallet C.
Journée « DÉFITS ET PERSPECTIVES » voir et surveiller avec les ondes électromagnétiques de l'Association Régionale Microonde Île de France (AREMIF), Jun 2016, Paris, France - insu-01405298 - (Communications sans actes)

2015


Rainfall at Urban Hydrological Scales : Opportunist use of TV-SAT Receivers Network
Akrour N., Mercier F., Mallet C., Barthès L.
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 - insu-01215749 - (Poster)

Generation of 2D rain maps with realistic properties : methodology and results
Akrour N., Mallet C., Barthès L., Chazottes A.
Raingain Conference "Researchers & Water Managers Preparating Cities for a Changing Climate" in the Framework of the COP21 Preparation, Jun 2015, Marne-La-Vallée, France - insu-01215729 - (Communications sans actes)

A two-dimensional stochastic rainfall simulator
Akrour N., Mallet C., Barthès L., Chazottes A.
EGU General Assembly 2015, Apr 2015, Vienna, Austria. pp.id.9488, 2015 - insu-01215759 - (Poster)

Assimilation of radar and in-situ data for the study and the parameterization of the raindrop size distribution dynamics
Mercier F., Barthès L., Chazottes A., Mallet C.
EGU General Assembly 2015, Jun 2015, Vienna, Austria. pp.id.9048, 2015 - insu-01215761 - (Poster)

2014


Generation of mono-site Rainfall time series from micro to large scale
Akrour N., Chazottes A., Verrier S., Mallet C., Barthès L.
Workshop on Stochastic Weather Generators, Sep 2014, Avignon, France - hal-01121111 - (Communications sans actes)

The dual beam spectropluviometer
Akrour N., Barthès L., Chazottes A., Delahaye J.-Y., Golé P., Lavergnat J., Vinson J.-P.
Journée Scientifique SIRTA 2014, Jun 2014, Palaiseau, France. 2014 - hal-01108783 - (Poster)

2013


Scale-related artefacts on precipitation measurement: why they impact satellite rainfall estimation
Verrier S., Mallet C., Barthès L.
1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France - hal-00870676 - (Communications sans actes)

Multi-fractal rainfall time series generator
Akrour N., Chazottes A., Verrier S., Mallet C., Barthès L.
Journée Scientifique SIRTA 2013, 11ème édition, Jun 2013, Palaiseau, France - hal-00843930 - (Poster)

Non-linear, scaling effect of statistical inhomogeneity on Z-R relationships
Verrier S., Barthès L., Mallet C.
11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands - hal-00844037 - (Communications sans actes)

Calibrating synthetic multifractal times series with observed data
Akrour N., Chazottes A., Verrier S., Barthès L., Mallet C.
11th International Precipitation Conference 2013, Jun 2013, Ede-Wageningen, Netherlands - hal-00844043 - (Poster)

Simulation of rain time series with zero rainfall and actual statistical distribution in a Universal Multifractal framework
Akrour N., Chazottes A., Verrier S., Mallet C., Barthès L.
1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France - hal-00870659 - (Communications sans actes)

Rainfall fields estimation by data fusion based on a variational 4DVAR assimilation technic of rain gauges and microwave links
Mercier F., Barthès L., Mallet C.
1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France - hal-00870680 - (Communications sans actes)

2012


Rainfall variability measurements using geostationary satellite signals
Mallet C., Barthès L.
IAHS 90th anniversary. PUB (Prediction in Ungages Basins) Symposium 2012, Oct 2012, Delft, Netherlands - hal-00748700 - (Poster)

2011


Multifractality of a high resolution rainfall time series and assessement of the zero rain rate effect from standard and weighted analysis procedures
Verrier S., Barthès L., Mallet C.
EGU General Assembly, Apr 2011, Vienna, Austria - hal-00667339 - (Poster)

2010


Time scaling properties of rainfall from 1.5 year to 15 s and applications to the study of the extreme values
Verrier S., Barthès L., Mallet C., de Montera L.
EGU General Assembly 2010, May 2010, Vienna, Austria - hal-00667305 - (Communications sans actes)

Rain as a passive scalar with multifractal intermittency
de Montera L., Verrier S., Barthès L., Mallet C.
EGU General Assembly 2010, May 2010, Vienna, Austria - hal-00667306 - (Communications sans actes)

Evidence for the multifractal properties of rainfall and the scaling behavior of the rain extremes, using radar measurements
Verrier S., Mallet C., Barthès L., de Montera L.
15th International Symposium for the Advancement of Boundary Layer Remote Sensing (ISARS), Jun 2010, Saint-Quentin-en-Yvelines, France. 4 p., 2010 - hal-00667262 - (Poster)

Comparison between natural Rain drop size distributions and corresponding models near equilibrium state during warm rain
Barthès L., Mallet C.
EGU General Assembly 2010, May 2010, Vienna, Austria - hal-00736900 - (Communications sans actes)

Étude des propriétés multi-échelle de cartes de pluie et application à la simulation de champs précipitants
Verrier S., Mallet C., Barthès L.
1ère Conférence Modélisation Mathématique et Informatique des Systèmes Complexes (COMMISCO), Oct 2010, Campus IRD Bondy, France - hal-00668252 - (Poster)

2009


Rain rate time series as an integrated multiplicative process
de Montera L., Verrier S., Barthès L., Mallet C.
EGU General Assembly 2009, Apr 2009, Vienna, Austria - hal-00667309 - (Communications sans actes)



Derniére mise à jour le 29/03/2024 à 03:42:10