| Audrey Martini Membre du département Acc. Bureau: Guy Tél : 0180285089 |
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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, ⟨10.48550/arXiv.2303.01220⟩ - hal-04011552
Calibration transfer methodology for cloud radars based on ice cloud observations
Jorquera S., Toledo F., Delanoë J., Berne A., Billault-Roux A.-C., Schwarzenboeck A., Dezitter F., Viltard N., Martini A.
Journal of Atmospheric and Oceanic Technology, 2023, pp.773-788. ⟨10.1175/JTECH-D-22-0087.1⟩ - insu-04082890
ICE GENESIS: Synergetic Aircraft and Ground-Based Remote Sensing and In Situ Measurements of Snowfall Microphysical Properties
Billault-Roux A.-C., Grazioli J., Delanoë J., Jorquera S., Pauwels N., Viltard N., Martini A., Mariage V., Le Gac C., Caudoux C., Aubry C. et al.
Bulletin of the American Meteorological Society, 2023, 104 (2), pp.E367-E388. ⟨10.1175/BAMS-D-21-0184.1⟩ - insu-04012416
Dual-frequency spectral radar retrieval of snowfall microphysics: a physics-driven deep-learning approach
Billault-Roux A.-C., Ghiggi G., Jaffeux L., Martini A., Viltard N., Berne A.
Atmospheric Measurement Techniques, 2023, 16 (4), pp.911-940. ⟨10.5194/amt-16-911-2023⟩ - insu-03741161
2022
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
2015
Ice microphysics retrieval in the convective systems of the Indian Ocean during the CINDY–DYNAMO campaign
Martini A., Viltard N., Ellis S. M., Fontaine E.
Atmospheric Research, 2015, 163, pp.13-23. ⟨10.1016/j.atmosres.2014.12.013⟩ - hal-01121234
Communications avec actes
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
2019
Développements radar au LATMOS pour l'études des propriétés microphysiques des nuages et des précipitations
Viltard N., Le Gac C., Martini A., Lemaître Y., Pauwels N., Delanoë J., Lesage G.
ENVIREM 2019, Jul 2019, Palaiseau, France - hal-02389653
2013
Upper Tropospheric humidity from Megha-Tropiques : A humidity-convection study
Viltard N., Brogniez H., Martini A.
2013 EUMETSAT Meteorological Satellite Conference 19th American Meteorological Society (AMS) Satellite Meteorology, Oceanography, and Climatology Conference: Understanding the past, observing the present and protecting the future, Vienna 2013, Sep 2013, Vienna, Austria - hal-01006230
Algorithm Validation in the Megha-Tropiques Framework: An Attempt to Improve the Microphysic Parameterization in a Radiative Transfer Model
Martini A., Viltard N.
1st Megha Tropiques Ground Validation Workshop on Rainfall Products Validation and Hydrological Applications in the Tropics, Sep 2013, Toulouse, France - hal-00870667
2012
Characterization of the microphysics of ice in tropical convection for rain retrieval algorithms
Martini A., Viltard N., Gosset M. E., Cazenave P., Toledo Machado L. A.
6th Workshop of the International Precipitation Working Group (IPWG6), Oct 2012, São José dos Campos, Brazil - hal-00796283
Autres
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
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)
2019
Statistical database from existing data sets to assess the performances of a dynamics and microphysics studies-oriented mission: DYCECT
Viltard N., Martini A., Delanoë J.
AGU Fall Meeting 2019, Dec 2019, San Francisco, United States - hal-02389907 - (Communications sans actes)
2018
DYCECT-WIVERN: mesurer les vitesses Doppler pour restituer le vent 3D dans la convection
Viltard N., Martini A., Lemaître Y.
Radars : Technologies, Méthodologies et Applications R-TMA-2018, Dec 2018, Guyancourt, France - insu-02089010 - (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)
2015
Rain retrieval using the SAPHIR water vapor sounder on Megha-Tropiques.
Martini A., Viltard N., Sivira R.
6th Asia/Oceania Meteorological Satellite Users’ Conference, Nov 2015, Tokyo, Japan - hal-01248281 - (Poster)
Post-GPM rain retrieval and 3-D wind retrieval: the DYCECT mission.
Lemaître Y., Martini A., Viltard N., Arago Higueras N., Delanoë J., Le Gac C.
6th Asia/Oceania Meteorological Satellite Users’ Conference, Nov 2015, Tokyo, Japan - hal-01248278 - (Poster)
2014
Use of MADRAS on Megha-Tropiques to study Hurricane Sandy and Typhoon Bophat Evolution
Viltard N., Martini A.
31st Conference on Hurricanes and Tropical Meteorology, American Meteorological Society, Mar 2014, San Diego, United States - insu-01140502 - (Communications sans actes)
Characterization of the microphysics of ice in tropical convection
Martini A., Viltard N.
31st Conference on Hurricanes and Tropical Meteorology, American Meteorological Society, Mar 2014, San Diego, United States - insu-01140497 - (Communications sans actes)
Derniére mise à jour le 21/09/2023 à 10:30:17
