The preparation of our dataset for a supervised classification of cloud development from MSG with respect to hail is in its final stages.
Stay tuned for first ML classification attempts in the upcoming weeks!! Exciting times ahead!
Howโs your summer going? ๐ Weโre busy at Expats, classifying cloud regimes over the Alps using infrared data from MSG and a self-supervised model inspired by Chatterjee et al. (2023). Check out how t-SNE and ISOMAP reveal distinct cloud structures! #AI#Clouds
Tomorrow, the first IDEA-S4S workshop will take place at DWD, Offenbach. PhD students from Italy and Germany will present their projects, and DWD experts will give lectures on key topics.
Contact us at [email protected] for hybrid event details!
We've kicked off two student projects in the METFUT course:
๐ฐ๏ธ Project 1: Transforming night IR into VIS images with Deep Learning model for round-the-clock weather monitoring.
๐ง๏ธ Project 2: Using MSG data to develop a rain-detecting model with Random Forest.
#AI#RemoteSensing
Our team tomorrow will travel (EGU) 2024 General Assembly. If you are curious to know more about our research, come to our poster session!
๐ Paula: https://t.co/dYsnltr87T
๐ Daniele: https://t.co/ukze9BTIWS
๐ Claudia: https://t.co/RGKxi0Yazj
Happy #WorldMeteorologicalDay! ๐๐ Weather shapes our world, impacting agriculture, transport, energy and more.
Our EXPATS-IDEAS4S project uses satellite tech & AI to improve the understanding of extreme events.
Learn more: https://t.co/DryE3oT4SV
๐ Excited to announce the International School on Satellite Meteorology #ISSM2024๐๐ฐ๏ธ in Naples, Italy, Sep 2-6. ๐ฎ๐น
๐ Details & Registration: https://t.co/VVBgP59j33
๐ Reg. Deadline: June 30, 2024
#Meteorology#RemoteSensing#SatelliteMeteorology
Excited to welcome Amanda Montanaro from the University of Bologna for a 3-month internship.
Amanda's work will try to enhance #drought forecasts with #MachineLearning, employing a transformer model based on the #SPEI index data (https://t.co/P78ipg2Tc8)
New cooperation in weather & earth observation between Germany & Italy (both host states of @ECMWF) to stengthen research & improve weather services - through a joint master programme & the IDEA-S4S network that we are part of!
#research#weather#climate#future#italy#germany
๐ข Reminder: Don't miss Professor Dino Zardi's intriguing colloquium on "Characterizing Turbulence and Transport Processes in Thermally-Driven Slope Winds" today at 4 PM. Join us for an insightful session!
๐ Zoom Link: https://t.co/CDTBmzWrNg
#UpcomingVisit
We're excited to welcome Prof. Dino Zardi from the University of Trento to our Institute of Geophysics and Meteorology, University of Cologne!
Prof. Zardi leads the Atmospheric Physics Group at Trento and is a key member of the "TEAMx" research initiative.
Two scholarships for PhD positions within the Graduate School of Geosciences (GSGS) at the University of Cologne - funded by the @DAAD_Germany for ~4 years - starting July-Dec 2024. Call closes 31.01.2024. Pleaseย read here for more information: https://t.co/KmOOHtqSy3
Check out this first plot of the hail probability that we were provided with here at @CNRISAC!
Derived with the "MicroWave Cloud Classification-Hail probability detection method (MWCC-H)" by Laviola et al. 2020a (doi:10.3390/rs12040621).
#satelliteimagery#remotesensing#Hail
๐ฉโ๐ซClaudia Acquistapace kicks off her AI & cloud satellite observation lectures at University of Bologna today! Covering CNNs, self-supervised ML, and more.
๐ Lecture slides & notes: https://t.co/szc6JqSuha
#AI#Satellite#Education
IDEA-S4S Kickoff Meeting concluded! Fantastic discussions with our network of scientists and PhDs. Excited for the future in Italia-Deutschland weather & climate research and the upcoming learning activities!
#IDEAS4S#ScienceCollaboration#WeatherAndClimate
Day 2 of IDEA-S4S: Deep insights from Dr. Claudia Acquistapace about EXPATS. A touching tribute to the recent tragedy in Italy โ a call for change after a young woman's life was unjustly taken. #IDEAS4S#ResearchForChange#CulturalShift
๐ Kicking off the IDEA-S4S project today! Super excited to meet all our partners and dive into the insightful talks and sessions ahead. Great things are on the horizon! #IDEAS4S#Kickoff#Innovation
๐ Tomorrow, 11th Oct! Join the @eumetsat Winter Talk. Claudia will discuss IDEAS4S, spotlight EXPATS research, and share findings by Paula.
๐ฉ๏ธ Aiming to decode thunderstorms over the Alps using satellite data.
๐ฃ Tune in! #EUMETSAT#IDEAS4S#EXPATS#Clouds