Publications

2026

Journal Articles

Escalating heat stress in Middle East–North Africa under global warming

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

Critical Insights in Climate Change. 2026. Vol. 2, num. 1. DOI : 10.1080/29931495.2025.2610922.

Runoff From Greenland’s Firn Area – Why Do Modis, Rcms and a Firn Model Disagree?

H. Machguth; A. Tedstone; P. Kuipers munneke; M. Brils; B. Noel et al. 

CRYOSPHERE. 2026. Vol. 20, num. 1, p. 427 – 452. DOI : 10.5194/tc-20-427-2026.

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 μm−70 μm

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.

Flash-flood Alert System using Ensemble Radar Prediction and Rainfall-runoff Simulation

F. Jordan; C. Cosson; M. Gabella; I. V. Sideris; A. Liernur et al. 

Abstracts of the ICA. 2025. Vol. 9, p. 1 – 2. DOI : 10.5194/ica-abs-9-19-2025.

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.

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.

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.

Theses

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

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

Lausanne, EPFL, 2025. 

Working Papers

Long range transport of Canadian Wildfire smoke to Europe in Fall 2023: aerosol properties and spectral features of smoke particles

A. Masoom; S. Kazadzis; R. L. Modini; M. Gysel‐Beer; J. Gröbner et al. 

2025

Posters

Retrieving Microphysical Properties of Arctic and Mediterranean clouds using a synergy of remote sensing and in situ instrumentation

R. Foskinis; N. Clerx; C. Molina; C. Mitsios; K. Kawana et al. 

EGU General Assembly 2025, Vienna, Austria, 2025-04-27 – 2025-05-02.

Detection of pollen and biomass burning particles using laser- induced aerosol fluorescence and in situ techniques during the PERICLES campaign 2023 in Switzerland

M. Gidarakou; A. Papayannis; K. Gao; P. Gidarakos; B. Crouzy et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Multiseasonal measurements of ice-nucleating particle (INPs) levels and their drivers in the Easter Mediterranean during the CHOPIN field campaign

K. Kawana; R. Foskinis; A. Jönsson; M. Gidarakou; C. Molina et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Snowfall particle size distribution and precipitation observations in the Southern Ocean and coastal Antarctica

C. Durán-Alarcón; I. Gorodetskaya; D. Luís; A. Berne; M. Lehning et al. 

EGU General Assembly 2024, Vienna, Austria, 2024-04-14 – 2024-04-19.

Talks

Multiseasonal aerosol pH variations between boundary layer and free tropospheric airmasses in the East Mediterranian during the CleanCloud CHOPIN Campaign

A. Nenes; C. Molina; R. Foskinis; O. Zografou; M. I. Gini et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Meltwater runoff from Greenland’s firn area – what we have learned during five years of research focused on the Greenland Ice Sheet runoff limit

H. Machguth; A. Tedstone; N. Clerx; N. Jullien 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Kriging-variance based multi-member ensembles of radar-raingauge precipitation estimates: application in Switzerland

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

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Retrieval of the hail size number distribution from polarimetric C-band weather radar using double-moment normalization

M. Guidicelli; A. Ferrone; G. Ghiggi; M. Gabella; U. Germann et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Detection of bioparticles by synergy of depolarisation-LIF lidars supported by in situ measurements at the high alpine station of Helmos, Greece, during the CHOPIN campaign 2024

A. Papayannis; M. Gidarakou; R. Foskinis; C. Mitsios; C. Molina et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Small-scale spatial rainfall variability during the extreme convective rain event of June 11th, 2018, over the city of Lausanne

A. F. O. Liernur; L. Peyraud; M. Gabella; U. Germann; A. Berne 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Evaluation of in-situ metrics for determining the influence of the Planetary Boundary Layer at the Helmos Hellenic Atmospheric Aerosol & Climate Change (HAC)2 station

M. I. Gini; O. Zografou; P. Fetfatzis; K. Granakis; R. Foskinis et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Fluorescent primary bioaerosol particle measurements in mixed phase cloud residuals at Mount Helmos, Greece

A. Jönsson; P. Zieger; K. Eleftheriadis; M. I. Gini; K. Kawana et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

Investigating Secondary Ice Production effects on wintertime orographic clouds using the Regional Atmospheric Modelling System (RAMS)

I. Chaniotis; P. Georgakaki; P. Patlakas; R. Foskinis; N. Clerx et al. 

EGU25, the 27th EGU General Assembly, Vienne, Austria, 2025-04-27 – 2025-05-02.

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, Adélie 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 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.

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.

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 Sør 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

Ensemble approach for flash flood forecasting in alpine watersheds

C. Cosson 

2023.

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

A. Bugnard 

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 Sør 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. Schwärzel / 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.

Modèles hydrologiques d’apprentissage automatique pour la prévision de crues éclair à l’aide de données 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 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.

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.

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.

Student Projects

Probabilistic Deep Learning on Spheres for Weather/Climate Applications

W. Feng 

2020.

Probabilistic Deep Learning on Spheres for Weather/Climate Applications

Y. Y. Haddad 

2020.

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

M. Romero Grass 

2020.