Publications

2025

Journal Articles

Impact of seeder-feeder cloud interaction on precipitation formation: a case study based on extensive remote-sensing, in situ and model data

K. Ohneiser; P. Seifert; W. Schimmel; F. Senf; T. Gaudek et al. 

Atmospheric Chemistry and Physics. 2025. Vol. 25, num. 23, p. 17363 – 17386. DOI : 10.5194/acp-25-17363-2025.

An extensive investigation of the ability of the ICOLMDZ model to simulate a katabatic wind event in Antarctica

V. Wiener; É. Vignon; T. C. Harrison; C. Genthon; F. Toledo et al. 

Weather and Climate Dynamics. 2025. Vol. 6, num. 4, p. 1605 – 1627. DOI : 10.5194/wcd-6-1605-2025.

Toward Accurate Real-Time Bioaerosol Monitoring in the Particle Size Range 1 ÎŒm−70 ÎŒm

K. Vasilatou; C. Giannakoudaki; R. Abt; K. Auderset; B. Crouzy et al. 

ACS ES&T Air. 2025. DOI : 10.1021/acsestair.5c00282.

Calibration of weather radars with a target simulator

M. Schneebeli; A. Leuenberger; P. J. Schmid; J. Grazioli; H. Corden et al. 

Atmospheric Measurement Techniques. 2025. Vol. 18, num. 19, p. 5157 – 5176. DOI : 10.5194/amt-18-5157-2025.

Performance assessment of drone-based photogrammetry coupled with machine-learning for the estimation of hail size distributions on the ground

J. Portmann; M. Lainer; K. P. Brennan; M. J. de Thieulloy; M. Guidicelli et al. 

Frontiers in Environmental Science. 2025. Vol. 13. DOI : 10.3389/fenvs.2025.1602917.

Geographically Weighted Models in Palaeoecology: R Package and Application to Testate Amoebae in Peatlands

S. Erb; M. Mulot; A. Matei; E. A. D. Mitchell 

WEB ECOLOGY. 2025. Vol. 25, num. 2, p. 169 – 176. DOI : 10.5194/we-25-169-2025.

What can radars tell us about snowfall microphysics? Insights from a Markov chain Monte-Carlo approach

A-C. Billault-Roux; A. Berne 

Journal of Applied Meteorology and Climatology. 2025. DOI : 10.1175/jamc-d-24-0228.1.

Advancing Automated Identification of Airborne Fungal Spores: Guidelines for Cultivation and Reference Dataset Creation

N. Bruffaerts; E. Graf; P. Matavulj; A. Tiwari; I. Pyrri et al. 

AEROBIOLOGIA. 2025. DOI : 10.1007/s10453-025-09864-y.

Kriging‐variance‐based multi‐member ensembles of radar–rain‐gauge precipitation estimates: Application in Switzerland

I. V. Sideris; A. Ntoumos; A. Berne; M. Gabella; M. Boscacci et al. 

Quarterly Journal of the Royal Meteorological Society. 2025. DOI : 10.1002/qj.4990.

Concurrent superimposed ice formation and meltwater runoff on Greenland’s ice slabs

A. Tedstone; H. Machguth; N. Clerx; N. Jullien; H. Picton et al. 

Nature Communications. 2025. Vol. 16, num. 1. DOI : 10.1038/s41467-025-59237-9.

Pollen holographic images and light-induced fluorescence measurements at the species level

S. Erb; A. Berne; B. Clot; M. Lbadaoui-Darvas; G-D. Lieberherr et al. 

Scientific Data. 2025. Vol. 12, num. 1. DOI : 10.1038/s41597-025-05139-w.

Attribution of riming and aggregation processes by application of the vertical distribution of particle shape (VDPS) and spectral retrieval techniques to cloud radar observations

A. Teisseire; A-C. Billault-Roux; T. Vogl; P. Seifert 

ATMOSPHERIC MEASUREMENT TECHNIQUES. 2025. Vol. 18, num. 6, p. 1499 – 1517. DOI : 10.5194/amt-18-1499-2025.

Observation of the Orientation of Snow Hydrometeors at Sheltered and Unsheltered Sites

J. Grazioli; M. Condolf; Y. A. Roulet; F. Coletti; A. Berne 

Geophysical Research Letters. 2025. Vol. 52, num. 4, p. e2024GL113042. DOI : 10.1029/2024GL113042.

Self-supervised and few-shot learning for robust bioaerosol monitoring

A. Willi; P. Baumann; S. Erb; F. Gröger; Y. Zeder et al. 

Aerobiologia. 2025. DOI : 10.1007/s10453-025-09850-4.

Operational pollen classification using digital holography and fluorescence

B. Crouzy; M. P. Meurville; B. Clot; S. Erb; M. Lbadaoui-Darvas et al. 

Aerobiologia. 2025. DOI : 10.1007/s10453-025-09882-w.

Theses

Automatic identification of atmospheric bioaerosol using real-time imaging and fluorescence

S. C. Erb / A. Berne; B. Crouzy (Dir.)  

Lausanne, EPFL, 2025. 

2024

Journal Articles

Double-moment normalization of hail size number distributions over Switzerland

A. Ferrone; J. Kopp; M. Lainer; M. Gabella; U. Germann et al. 

Atmospheric Measurement Techniques. 2024. Vol. 17, num. 24, p. 7143 – 7168. DOI : 10.5194/amt-17-7143-2024.

Biological and dust aerosols as sources of ice-nucleating particles in the eastern Mediterranean: Source apportionment, atmospheric processing and parameterization

K. Gao; F. Vogel; R. Foskinis; S. Vratolis; M. I. Gini et al. 

Atmospheric Chemistry And Physics. 2024. Vol. 24, num. 17, p. 9939 – 9974. DOI : 10.5194/acp-24-9939-2024.

Unraveling ice multiplication in winter orographic clouds via in-situ observations, remote sensing and modeling

P. Georgakaki; A-C. Billault–Roux; R. Foskinis; K. Gao; G. Sotiropoulou et al. 

Npj Climate And Atmospheric Science. 2024. Vol. 7, num. 1, p. 145. DOI : 10.1038/s41612-024-00671-9.

A 7-year record of vertical profiles of radar measurements and precipitation estimates at Dumont d’Urville, AdĂ©lie Land, East Antarctica

V. Wiener; M. L. Roussel; C. Genthon; É. Vignon; J. Grazioli et al. 

Earth System Science Data. 2024. Vol. 16, num. 2, p. 821 – 836. DOI : 10.5194/essd-16-821-2024.

The Extraordinary March 2022 East Antarctica “Heat” Wave. Part II: Impacts on the Antarctic Ice Sheet

J. D. Wille; S. P. Alexander; C. Amory; R. Baiman; L. Barthelemy et al. 

Journal Of Climate. 2024. Vol. 37, num. 3, p. 779 – 799. DOI : 10.1175/JCLI-D-23-0176.1.

The Extraordinary March 2022 East Antarctica “Heat” Wave. Part I: Observations and Meteorological Drivers

J. D. Wille; S. P. Alexander; C. Amory; R. Baiman; L. Barthelemy et al. 

Journal Of Climate. 2024. Vol. 37, num. 3. DOI : 10.1175/JCLI-D-23-0175.1.

Supercell Thunderstorms in Complex Topography-How Mountain Valleys with Lakes Can Increase Occurrence Frequency

M. Feldmann; R. Rotunno; U. Germann; A. Berne 

Monthly Weather Review. 2024. Vol. 152, num. 2, p. 471 – 489. DOI : 10.1175/MWR-D-22-0350.1.

Real-time pollen identification using holographic imaging and fluorescence measurements

S. Erb; E. Graf; Y. Zeder; S. Lionetti; A. Berne et al. 

Atmospheric Measurement Techniques. 2024. Vol. 17, num. 2, p. 441 – 451. DOI : 10.5194/amt-17-441-2024.

Conference Papers

INTEGRATING SUSTAINABILITY IN HIGHER EDUCATION INSTITUTIONS: A CASE STUDY FROM EPFL

V. Rossi; A. Garin; S. Der Sarkissian; J. Grazioli; G. van der Goot et al. 

2024. 52 Conference of the European Society for Engineering, Lausanne, Switzerland, 2024-09-02 – 2024-09-05. p. 2076 – 2084. DOI : 10.5281/zenodo.14256873.

Datasets

Data and scripts for “Unraveling secondary ice production in winter orographic clouds through a synergy of in-situ observations, remote sensing and modeling”

P. Georgakaki; A-C. M. Billault–Roux; R. Foskinis; K. Gao; G. Sotiropoulou et al. 

2024.

2023

Journal Articles

Local spatial variability in the occurrence of summer precipitation in the SĂžr Rondane Mountains, Antarctica

A. Ferrone; E. Vignon; A. Zonato; A. Berne 

Cryosphere. 2023. Vol. 17, num. 11, p. 4937 – 4956. DOI : 10.5194/tc-17-4937-2023.

Radar-Derived Snowfall Microphysical Properties at Davis, Antarctica

S. P. Alexander; A. Protat; A. Berne; L. Ackermann 

Journal of Geophysical Research: Atmospheres. 2023. Vol. 128, num. 18, p. e2022JD038389. DOI : 10.1029/2022JD038389.

Distinct secondary ice production processes observed in radar Doppler spectra: insights from a case study

A-C. Billault-Roux; P. Georgakaki; J. Gehring; L. Jaffeux; A. Schwarzenboeck et al. 

Atmospheric Chemistry And Physics. 2023. Vol. 23, num. 17, p. 10207 – 10234. DOI : 10.5194/acp-23-10207-2023.

Evaluation of WRF Model Boundary Layer Schemes in Simulating Temperature and Heat Extremes over the Middle East-North Africa (MENA) Region

A. Ntoumos; P. Hadjinicolaou; G. Zittis; K. Constantinidou; A. Tzyrkalli et al. 

Journal Of Applied Meteorology And Climatology. 2023. Vol. 62, num. 9, p. 1315 – 1332. DOI : 10.1175/JAMC-D-22-0108.1.

Calibration Transfer Methodology for Cloud Radars Based on Ice Cloud Observations

S. Jorquera; F. T. Bittner; J. Delanoe; A. Berne; A-C. Billault-Roux et al. 

Journal Of Atmospheric And Oceanic Technology. 2023. Vol. 40, num. 7, p. 773 – 788. DOI : 10.1175/JTECH-D-22-0087.1.

Assessing the simulation of snowfall at Dumont d’Urville, Antarctica, during the YOPP-SH special observing campaign

M-L. Roussel; V. Wiener; C. Genthon; E. Vignon; E. Bazile et al. 

Quarterly Journal Of The Royal Meteorological Society. 2023. DOI : 10.1002/qj.4463.

Hailstorms and rainstorms versus supercells-a regional analysis of convective storm types in the Alpine region

M. Feldmann; A. Hering; M. Gabella; A. Berne 

Npj Climate And Atmospheric Science. 2023. Vol. 6, num. 1, p. 19. DOI : 10.1038/s41612-023-00352-z.

Dual-frequency spectral radar retrieval of snowfall microphysics: a physics-driven deep-learning approach

A-C. Billault-Roux; G. Ghiggi; L. Jaffeux; A. Martini; N. Viltard et al. 

Atmospheric Measurement Techniques. 2023. Vol. 16, num. 4, p. 911 – 940. DOI : 10.5194/amt-16-911-2023.

Heavy snowfall event over the Swiss Alps: did wind shear impact secondary ice production?

Z. Dedekind; J. Grazioli; P. H. Austin; U. Lohmann 

Atmospheric Chemistry And Physics. 2023. Vol. 23, num. 4, p. 2345 – 2364. DOI : 10.5194/acp-23-2345-2023.

Automatic real-time monitoring of fungal spores: the case of Alternaria spp.

S. Erb; A. Berne; N. Burgdorfer; B. Clot; M-J. Graber et al. 

Aerobiologia. 2023. DOI : 10.1007/s10453-023-09780-z.

Synergetic Aircraft and Ground-Based Remote Sensing and In Situ Measurements of Snowfall Microphysical Properties

A-C. Billault-Roux; J. Grazioli; J. Delanoe; S. Jorquera; N. Pauwels et al. 

Bulletin Of The American Meteorological Society. 2023. Vol. 104, num. 2, p. E367 – E388. DOI : 10.1175/BAMS-D-21-0184.1.

Radar and ground-level measurements of clouds and precipitation collected during the POPE 2020 campaign at Princess Elisabeth Antarctica

A. Ferrone; A. Berne 

Earth System Science Data. 2023. Vol. 15, num. 3, p. 1115 – 1132. DOI : 10.5194/essd-15-1115-2023.

Theses

Snowfall microphysics: a dual-frequency and Doppler spectral radar perspective

A-C. Billault-Roux / A. Berne (Dir.)  

Lausanne, EPFL, 2023. 

Supercell Thunderstorms in the Alpine Region – From Weather Radar Observations to Idealized Modeling

M. Feldmann / A. Berne; M. Gabella (Dir.)  

Lausanne, EPFL, 2023. 

Working Papers

Unraveling secondary ice production in winter orographic clouds through a synergy of in-situ observations, remote sensing and modeling

P. Georgakaki; A-C. Billault–Roux; R. Foskinis; K. Gao; G. Sotiropoulou et al. 

2023

Student Projects

Comparison between ground-based remote sensing observations and NWP model profiles in a complex topography: the Meiringen campaign

A. Bugnard 

2023.

Ensemble approach for flash flood forecasting in alpine watersheds

C. Cosson 

2023.

Datasets

Doppler spectra collected by weather and cloud radars during the POPE 2020 campaign at Princess Elisabeth Antarctica

A. Ferrone; A. Berne 

2023.

MASCDB, a database of images, descriptors and microphysical properties of individual snowflakes in free fall

J. Grazioli; G. Ghiggi; A. Berne 

2023.

2022

Journal Articles

Snowfall in Northern Finland derives mostly from ice clouds

C. Mignani; L. Zimmermann; R. Kivi; A. Berne; F. Conen 

Atmospheric Chemistry And Physics. 2022. Vol. 22, num. 20, p. 13551 – 13568. DOI : 10.5194/acp-22-13551-2022.

Ice fog observed at cirrus temperatures at Dome C, Antarctic Plateau

E. Vignon; L. Raillard; C. Genthon; M. Del Guasta; A. J. Heymsfield et al. 

Atmospheric Chemistry And Physics. 2022. Vol. 22, num. 19, p. 12857 – 12872. DOI : 10.5194/acp-22-12857-2022.

ERUO: a spectral processing routine for the Micro Rain Radar PRO (MRR-PRO)

A. Ferrone; A-C. Billault-Roux; A. Berne 

Atmospheric Measurement Techniques. 2022. Vol. 15, num. 11, p. 3569 – 3592. DOI : 10.5194/amt-15-3569-2022.

Simulated microphysical properties of winter storms from bulk-type microphysics schemes and their evaluation in the Weather Research and Forecasting (v4.1.3) model during the ICE-POP 2018 field campaign

J-S. Ko; K-S. S. Lim; K. Kim; G. Lee; G. Thompson et al. 

Geoscientific Model Development. 2022. Vol. 15, num. 11, p. 4529 – 4553. DOI : 10.5194/gmd-15-4529-2022.

MASCDB, a database of images, descriptors and microphysical properties of individual snowflakes in free fall

J. Grazioli; G. Ghiggi; A-C. Billault-Roux; A. Berne 

Scientific Data. 2022. Vol. 9, num. 1, p. 186. DOI : 10.1038/s41597-022-01269-7.

Brief communication: Application of a muonic cosmic ray snow gauge to monitor the snow water equivalent on alpine glaciers

R. Gugerli; D. Desilets; N. Salzmann 

Cryosphere. 2022. Vol. 16, num. 3, p. 799 – 806. DOI : 10.5194/tc-16-799-2022.

Secondary ice production processes in wintertime alpine mixed-phase clouds

P. Georgakaki; G. Sotiropoulou; E. Vignon; A-C. Billault-Roux; A. Berne et al. 

Atmospheric Chemistry And Physics. 2022. Vol. 22, num. 3, p. 1965 – 1988. DOI : 10.5194/acp-22-1965-2022.

Orographic Flow Influence on Precipitation During an Atmospheric River Event at Davis, Antarctica

J. Gehring; E. Vignon; A-C. Billault-Roux; A. Ferrone; A. Protat et al. 

Journal of Geophysical Research: Atmospheres. 2022. Vol. 127, num. 2, p. e2021JD035210. DOI : 10.1029/2021JD035210.

Theses

Radar processing techniques to study summer snowfall in the SĂžr Rondane Mountains, Antarctica

A. Ferrone / A. Berne (Dir.)  

Lausanne, EPFL, 2022. 

Importance of 3D radiative transfer effects on high-resolution NO2 remote sensing in cities

M. D. SchwĂ€rzel / A. Berne; D. Brunner (Dir.)  

Lausanne, EPFL, 2022. 

Student Projects

Integration of radar data in rainfall-runoff models for flash flood forecasting

M. Rykner 

2022.

ModĂšles hydrologiques d’apprentissage automatique pour la prĂ©vision de crues Ă©clair Ă  l’aide de donnĂ©es radar

G. Buchs 

2022.

2021

Journal Articles

A Characterisation of Alpine Mesocyclone Occurrence

M. Feldmann; U. Germann; M. Gabella; A. Berne 

Weather and Climate Dynamics. 2021. Vol. 2, num. 4, p. 1225 – 1244. DOI : 10.5194/wcd-2-1225-2021.

Reconstruction of the mass and geometry of snowfall particles from multi-angle snowflake camera (MASC) images

J. Leinonen; J. Grazioli; A. Berne 

Atmospheric Measurement Techniques. 2021. Vol. 14, num. 10, p. 6851 – 6866. DOI : 10.5194/amt-14-6851-2021.

Impact of 3D radiative transfer on airborne NO2 imaging remote sensing over cities with buildings

M. Schwaerzel; D. Brunner; F. Jakub; C. Emde; B. Buchmann et al. 

Atmospheric Measurement Techniques. 2021. Vol. 14, num. 10, p. 6469 – 6482. DOI : 10.5194/amt-14-6469-2021.

A year of attenuation data from a commercial dual-polarized duplex microwave link with concurrent disdrometer, rain gauge, and weather observations

A. Spackova; V. Bares; M. Fencl; M. Schleiss; J. Jaffrain et al. 

Earth System Science Data. 2021. Vol. 13, num. 8, p. 4219 – 4240. DOI : 10.5194/essd-13-4219-2021.

On the drivers of droplet variability in Alpine mixed-phase clouds

P. Georgakaki; A. Bougiatioti; J. Wieder; C. Mignani; F. Ramelli et al. 

Atmospheric Chemistry And Physics. 2021. Vol. 21, num. 14, p. 10993 – 11012. DOI : 10.5194/acp-21-10993-2021.

Identification of snowfall microphysical processes from Eulerian vertical gradients of polarimetric radar variables

N. Planat; J. Gehring; E. Vignon; A. Berne 

Atmospheric Measurement Techniques. 2021. Vol. 14, num. 6, p. 4543 – 4564. DOI : 10.5194/amt-14-4543-2021.

G-RUN ENSEMBLE: A Multi-Forcing Observation-Based Global Runoff Reanalysis

G. Ghiggi; V. Humphrey; S. Seneviratne; L. Gudmundsson 

Water Resources Research. 2021. Vol. 57, num. 5, p. e2020WR028787. DOI : 10.1029/2020WR028787.

RainForest: a random forest algorithm for quantitative precipitation estimation over Switzerland

D. Wolfensberger; M. Gabella; M. Boscacci; U. Germann; A. Berne 

Atmospheric Measurement Techniques. 2021. Vol. 14, num. 4, p. 3169 – 3193. DOI : 10.5194/amt-14-3169-2021.

Present and Future of Rainfall in Antarctica

E. Vignon; M. -L. Roussel; I. V. Gorodetskaya; C. Genthon; A. Berne 

Geophysical Research Letters. 2021. Vol. 48, num. 8, p. e2020GL092281. DOI : 10.1029/2020GL092281.

Mixed-Phase Clouds and Precipitation in Southern Ocean Cyclones and Cloud Systems Observed Poleward of 64 degrees S by Ship-Based Cloud Radar and Lidar

S. P. Alexander; G. M. McFarquhar; R. Marchand; A. Protat; E. Vignon et al. 

Journal of Geophysical Research: Atmospheres. 2021. Vol. 126, num. 8, p. e2020JD033626. DOI : 10.1029/2020JD033626.

Challenging and Improving the Simulation of Mid-Level Mixed-Phase Clouds Over the High-Latitude Southern Ocean

E. Vignon; S. P. Alexander; P. J. DeMott; G. Sotiropoulou; F. Gerber et al. 

Journal of Geophysical Research: Atmospheres. 2021. Vol. 126, num. 7, p. e2020JD033490. DOI : 10.1029/2020JD033490.

Integrated water vapor and liquid water path retrieval using a single-channel radiometer

A-C. Billault-Roux; A. Berne 

Atmospheric Measurement Techniques. 2021. Vol. 14, num. 4, p. 2749 – 2769. DOI : 10.5194/amt-14-2749-2021.

Radar and ground-level measurements of precipitation collected by the Ecole Polytechnique Federale de Lausanne during the International Collaborative Experiments for PyeongChang 2018 Olympic and Paralympic winter games

J. Gehring; A. Ferrone; A-C. Billault-Roux; N. Besic; K. D. Ahn et al. 

Earth System Science Data. 2021. Vol. 13, num. 2, p. 417 – 433. DOI : 10.5194/essd-13-417-2021.

Secondary ice production in summer clouds over the Antarctic coast: an underappreciated process in atmospheric models

G. Sotiropoulou; É. Vignon; G. Young; H. Morrison; S. J. O’Shea et al. 

Atmospheric Chemistry And Physics. 2021. Vol. 21, num. 2, p. 755 – 771. DOI : 10.5194/acp-21-755-2021.

R2D2: A Region-Based Recursive Doppler Dealiasing Algorithm for Operational Weather Radar

M. Feldmann; N. J. Curtis; M. Boscacci; D. Leuenberger; M. Gabella et al. 

Journal of Atmospheric and Oceanic Technology. 2021. Vol. 37, num. 12, p. 2341 – 2356. DOI : 10.1175/JTECH-D-20-0054.1.

Theses

Leveraging meteorological radars to investigate the influence of atmospheric dynamics on snowfall microphysics

J. E. Gehring / A. Berne (Dir.)  

Lausanne, EPFL, 2021. 

Posters

The impact of secondary ice processes on orographic mixed-phase clouds

P. Georgakaki; G. Sotiropoulou; E. G. H. Vignon; A. Berne; A. Nenes 

European Aerosol Conference 2021, Virtual event, hosted by the UK and Ireland Aerosol Society, 30 August – 3 September 2021.

Talks

The relative contribution of secondary ice processes in Alpine mixed-phase clouds

P. Georgakaki; G. Sotiropoulou; E. G. H. Vignon; A. Berne; A. Nenes 

23rd EGU General Assembly (vEGU21), [Online meeting], April 19-30, 2021.

2020

Journal Articles

Dynamic Differential Reflectivity Calibration Using Vertical Profiles in Rain and Snow

A. Ferrone; A. Berne 

Remote Sensing. 2020. Vol. 13, num. 1, p. 8. DOI : 10.3390/rs13010008.

Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields With a Generative Adversarial Network

J. Leinonen; D. Nerini; A. Berne 

IEEE Transactions on Geoscience and Remote Sensing. 2020.  p. 1 – 13. DOI : 10.1109/TGRS.2020.3032790.

Improved Representation of Clouds in the Atmospheric Component LMDZ6A of the IPSL-CM6A Earth System Model

J-B. Madeleine; F. Hourdin; J-Y. Grandpeix; C. Rio; J-L. Dufresne et al. 

Journal Of Advances In Modeling Earth Systems. 2020. Vol. 12, num. 10, p. e2020MS002046. DOI : 10.1029/2020MS002046.

Improved Near-Surface Continental Climate in IPSL-CM6A-LR by Combined Evolutions of Atmospheric and Land Surface Physics

F. Cheruy; A. Ducharne; F. Hourdin; I. Musat; E. Vignon et al. 

Journal Of Advances In Modeling Earth Systems. 2020. Vol. 12, num. 10, p. e2019MS002005. DOI : 10.1029/2019MS002005.

Three-dimensional radiative transfer effects on airborne and ground-based trace gas remote sensing

M. Schwaerzel; C. Emde; D. Brunner; R. Morales; T. Wagner et al. 

Atmospheric Measurement Techniques. 2020. Vol. 13, num. 8, p. 4277 – 4293. DOI : 10.5194/amt-13-4277-2020.

Intercomparison of Large-Eddy Simulations of the Antarctic Boundary Layer for Very Stable Stratification

F. Couvreux; E. Bazile; Q. Rodier; B. Maronga; G. Matheou et al. 

Boundary-Layer Meteorology. 2020. Vol. 176, p. 369 – 400. DOI : 10.1007/s10546-020-00539-4.

LMDZ6A: The Atmospheric Component of the IPSL Climate Model With Improved and Better Tuned Physics

F. Hourdin; C. Rio; J-Y. Grandpeix; J-B. Madeleine; F. Cheruy et al. 

Journal Of Advances In Modeling Earth Systems. 2020. Vol. 12, num. 7, p. e2019MS001892. DOI : 10.1029/2019MS001892.

Microphysics and dynamics of snowfall associated with a warm conveyor belt over Korea

J. Gehring; A. Oertel; E. Vignon; N. Jullien; N. Besic et al. 

Atmospheric Chemistry And Physics. 2020. Vol. 20, num. 12, p. 7373 – 7392. DOI : 10.5194/acp-20-7373-2020.

Unsupervised classification of snowflake images using a generative adversarial network and K-medoids classification

J. Leinonen; A. Berne 

Atmospheric Measurement Techniques. 2020. Vol. 13, num. 6, p. 2949 – 2964. DOI : 10.5194/amt-13-2949-2020.

Radar measurements of blowing snow off a mountain ridge

B. Walter; H. Huwald; J. Gehring; Y. BĂŒhler; M. Lehning 

The Cryosphere. 2020. Vol. 14, p. 1779 – 1794. DOI : 10.5194/tc-14-1779-2020.

Undercatch Adjustments for Tipping-Bucket Gauge Measurements of Solid Precipitation

J. Kochendorfer; M. E. Earle; D. Hodyss; A. Reverdin; Y-A. Roulet et al. 

Journal Of Hydrometeorology. 2020. Vol. 21, num. 6, p. 1193 – 1205. DOI : 10.1175/JHM-D-19-0256.1.

Synoptic conditions and atmospheric moisture pathways associated with virga and precipitation over coastal Adelie Land in Antarctica

N. Jullien; E. Vignon; M. Sprenger; F. Aemisegger; A. Berne 

Cryosphere. 2020. Vol. 14, num. 5, p. 1685 – 1702. DOI : 10.5194/tc-14-1685-2020.

Learning about the vertical structure of radar reflectivity using hydrometeor classes and neural networks in the Swiss Alps

F. van den Heuvel; L. Foresti; M. Gabella; U. Germann; A. Berne 

Atmospheric Measurement Techniques. 2020. Vol. 13, num. 5, p. 2481 – 2500. DOI : 10.5194/amt-13-2481-2020.

Gravity Wave Excitation during the Coastal Transition of an Extreme Katabatic Flow in Antarctica

E. Vignon; G. Picard; C. Duran-Alarcon; S. P. Alexander; H. Gallee et al. 

Journal Of The Atmospheric Sciences. 2020. Vol. 77, num. 4, p. 1295 – 1312. DOI : 10.1175/JAS-D-19-0264.1.

Identification of blowing snow particles in images from a Multi-Angle Snowflake Camera

M. Schaer; C. Praz; A. Berne 

Cryosphere. 2020. Vol. 14, num. 1, p. 367 – 384. DOI : 10.5194/tc-14-367-2020.

Working Papers

Measured ice nucleating particle concentrations improve the simulation of mid-level mixed-phase clouds over the high-latitude Southern Ocean

É. VIGNON; S. P. Alexander; P. J. DeMott; G. Sotiropoulou; F. Gerber et al. 

2020

Student Projects

Probabilistic Deep Learning on Spheres for Weather/Climate Applications

Y. Y. Haddad 

2020.

Probabilistic Deep Learning on Spheres for Weather/Climate Applications

W. Feng 

2020.

Radial wind velocity retrieval from Doppler radar and lidar measurements using Deep Learning

M. Romero Grass 

2020.

2019

Journal Articles

Meteorological Aspects of Self-Initiated Upward Lightning at the Santis Tower (Switzerland)

N. Pineda; J. Figueras i Ventura; D. Romero; A. Mostajabi; M. Azadifar et al. 

Journal of Geophysical Research: Atmospheres. 2019. Vol. 124, num. 24, p. 14162 – 14183. DOI : 10.1029/2019JD030834.

The Latitudinal Variability of Oceanic Rainfall Properties and Its Implication for Satellite Retrievals: 1. Drop Size Distribution Properties

A. Protat; C. Klepp; V. Louf; W. A. Petersen; S. P. Alexander et al. 

Journal of Geophysical Research: Atmospheres. 2019. Vol. 124, num. 23, p. 13291 – 13311. DOI : 10.1029/2019JD031010.

The Latitudinal Variability of Oceanic Rainfall Properties and Its Implication for Satellite Retrievals: 2. The Relationships Between Radar Observables and Drop Size Distribution Parameters

A. Protat; C. Klepp; V. Louf; W. A. Petersen; S. P. Alexander et al. 

Journal of Geophysical Research: Atmospheres. 2019. Vol. 124, num. 23, p. 13312 – 13324. DOI : 10.1029/2019JD031011.

Evaluation of GPM-era Global Satellite Precipitation Products over Multiple Complex Terrain Regions

Y. Derin; E. Anagnostou; A. Berne; M. Borga; B. Boudevillain et al. 

Remote Sensing. 2019. Vol. 11, num. 24, p. 2936. DOI : 10.3390/rs11242936.

GRUN: an observation-based global gridded runoff dataset from 1902 to 2014

G. Ghiggi; V. Humphrey; S. I. Seneviratne; L. Gudmundsson 

Earth System Science Data. 2019. Vol. 11, num. 4, p. 1655 – 1674. DOI : 10.5194/essd-11-1655-2019.

Microphysics of Snowfall Over Coastal East Antarctica Simulated by Polar WRF and Observed by Radar

E. Vignon; N. Besic; N. Jullien; J. Gehring; A. Berne 

Journal of Geophysical Research: Atmospheres. 2019. Vol. 124, num. 21, p. 11452 – 11476. DOI : 10.1029/2019JD031028.