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Your personal data will be processed and retained only for the purpose for which it was collected. Personal data will not be published, sold or made available for general access or to third parties. You may request to have your data corrected and updated, or if possible, deleted.


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Personal Data

In the next web page you will be requested to provide your identifying information (email address – the only mandatory one, name, surname and company name). The purpose of collecting this is to:



Your personal data will be processed and retained only for the purpose for which it was collected. Personal data will not be published, sold or made available for general access or to third parties. You may request to have your data corrected and updated, or if possible, deleted.


Should you have questions regarding the use of your personal data, please contact info@eumetrain.org or tso@eumetrain.org.





The Training Bulletin

Joint newsletter related to new activities and resources
in European meteorological training

// issue XXXII - December 2024

Activities & events
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Join the 2025 Supporting Marine Earth Observation Applications Course

24 February - 21 March 2025 / Online

In February 2025, the next iteration of the EUMETSAT Supporting Marine Earth Observation Applications course takes place. This month-long event, hosted entirely online, will consist of a three-week, self-paced learning phase and a synchronous one-week mini-project development phase. Throughout, instructors will work with participants to co-develop workflows that use marine data to support their application and research needs.


The course will focus on products from the Copernicus Sentinel-3 and Sentinel-6 satellites, those from Copernicus contributory missions and downstream services, and those provided by the Ocean and Sea Ice Application facility (OSI SAF). Projects that centre on the use of ocean colour, sea surface temperature, sea surface topography, sea ice, and winds are all in scope. The course will provide software tutorials for working with all data streams and introduce adaptable Jupyter Notebook-based code examples to support workflows.


Those looking to expand their understanding of marine Earth observation, who want to know more about EUMETSAT's marine product portfolio, or who are looking to exploit the data to advance applications and/or research goals, are encouraged to apply.


For more information on how to apply, go to the event page.

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ESSL-EUMETSAT Testbeds on Severe Convective Storms 2025

May - October 2025 / Wiener Neustadt, Austria

The European Severe Storms Laboratory (ESSL) and EUMETSAT are organising a series of testbeds to prepare forecasters from EUMETSAT Member States for the effective use of data from the Meteosat Third Generation (MTG) and Metop Second Generation (Metop-SG) satellites.


These testbeds are organised to teach forecasting of severe convective storms using state-of-the-art or even experimental forecasting tools, and to evaluate such tools.


Forecasters will learn by making severe weather forecasts and nowcasts, using a mix of new nowcasting and forecasting tools, followed by a verification. Focus will be given to the use of MTG satellite data and products, from the FCI and LI sensors.


In addition, a range of state-of-the-art nowcasting tools and numerical weather prediction-based guidance (i.e. from DWD, GeoSphere, ESSL, and ECMWF) will be evaluated. Testbeds are targeted to the forecasters from the EUMETSAT Member States, with a strong background in severe storms meteorology.


Testbeds will be:


  1. 5-9 May 2025
  2. 12-16 May 2025
  3. 2-6 June 2025
  4. 1-5 September 2025
  5. 13-17 October 2025

Candidates need to come from EUMETSAT Member States and be nominated by their home institution. Upon nomination, applications can be done at: https://classroom.eumetsat.int/course/view.php?id=158.

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Baltic+ - blended training course 2025

24 March - 30 April / Blended - classroom phase in Krakow, Poland

This course for the forecasters from Baltic States, Poland and Ukraine, will focus on using Meteosat Third Generation (MTG) products for monitoring convection. Topics of the course include the typical challenges forecasters need to deal with convection, particular emphasis will be given for night-time convection.


An essential part of the course is to work on case studies to help refresh skills in using the satellite and other products when working in weather forecasting.


The course will have a three-week online phase 24 March - 11 April, followed by a residence course for selected participants, to be held in Krakow, Poland, 28-30 April.


Contact your national point of contact for training for more information on the nomination and application process.

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NWCSAF Users Workshop 2025

25 - 27 February 2025 / Madrid, Spain

The next Nowcasting SAF (NWC SAF) Users Workshop 2025 will take place in Madrid, Spain from 25 to 27 February 2025.


Topics for the conference include NWC SAF future plans, presentations or posters from both NWC SAF developers and NWC SAF users, and working groups to define requirements.


The workshop is organised at the AEMET HQ in Madrid, but is hybrid, giving those interested in the event, but who cannot get to Madrid, the possibility to join online.


The deadline for registration is 13 December 2024. Confirmation of acceptance for in-person attendance is 20 December 2024.


Read more and register: https://www.nwcsaf.org/web/guest/2025_users_ws

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NOMEK - Nordic meteorological training course 2025

19-23 May 2025 / Copenhagen, Denmark

The annual NOMEK course brings new developments in meteorology and forecasting tools to the forecasters from the Nordic countries, with invitations to participants from Baltic States and Ireland. The course promotes networking among forecasters and experts from the participating countries.


The core topics are satellite image interpretation, radar image interpretation and numerical weather prediction (NWP).


The course will be hosted by the Danish Meteorological Institut in Copenhagen, 19-23 May 2025.

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Applications open for the South-East Europe Meteorological Training Course - SEEMET 2025 course

17-21 March 2025 / Athens, Greece

SEEMET is a regular yearly training course, initiated and organised by the National Meteorological and Hydrological Services of south-east Europe, supported by EUMETSAT, Eumetcal, EUMeTrain and ECMWF.


It covers the use of satellite data and products, as well as ECMWF products, in forecast operations. The SEEMET 2025 course will be an advanced satellite course, with a focus on convection, covering:


  1. MSG and MTG satellite channels and RGB products
  2. Convection forecast — ingredient-based methodology
  3. Pre-convective environment — humidity, stability
  4. Synoptic scale driving mechanisms, mesoscale lift
  5. Introduction to ECMWF products for convection
  6. Convective hazards
  7. MTG Lightning imager (LI) products in convection analysis and nowcast

The course is targeted at forecasters from the SE European countries. Applications are based on nominations by the heads of the NMHSs. Following the nomination, candidates can apply at: course application page, by 31 January 2025.

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D-A-CH Regional Course 2025

31 March - 23 May 2025 / Blended course, Classroom phase in Langen, Germany

D-A-CH courses are yearly courses organised by the meteorological services of Germany, Austria, and Switzerland, for meteorologists and weather forecasters.


The D-A-CH-2025 course will be focused on summer convection with a strong emphasis on forecasting and nowcasting. There will be several topics about heavy precipitation and gusts but also fog, NWP, radar and satellite meteorology. The course aims to refresh knowledge and improve personal skills of the participants in forecasting and nowcasting, including the possibility of exchanging specific working methods in the individual weather services.


The course will be held in German.


The invitation letter was sent to the meteorological services of participating countries. Participation is based on the nomination by the heads of the services.

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Sign up to stay informed: Working Group for the Cooperation between European Forecasters

Online

In partnership with the Working Group for the Cooperation between European Forecasters (WGCEF), the EUMETCAL Programme is excited to announce the launch of the WGCEF MS Teams Forum. This platform aims to foster an online community where forecasters can actively exchange knowledge, insights, and experiences with each another.


Through this forum, forecasters will have the opportunity to connect with colleagues across Europe, share valuable tips and tricks, and engage in discussions that help advance their skills and expertise. It's a space to learn from each other, build professional relationships, and contribute to the broader community of meteorological practice.


Additionally, every few months, WGCEF and EUMETCAL will host webinars on relevant topics for the forecasting community. Recordings and materials from these sessions will be made available on the forum, providing a valuable resource for both those who attend live and those who are unable to participate at the time.


Keep an eye out for future activities and updates within the forum. By joining the WGCEF MS Teams Forum, you'll receive notifications about upcoming webinars, events, and other opportunities to engage with the community. Stay connected and informed to make the most of everything this platform has to offer!


Sign-up form.

// issue XXXII - December 2024

Resources & Tools
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New NWC SAF NowcAstIng Toolbox: Gaining insight on Fog Prediction

Online

Fog forecasting is a cutting-edge problem with high economic and safety implications. Fog forecasting also represents a challenge for operational meteorologists.


The NWC SAF has developed a toolbox to support nowcasting at airports. Entitled nowcAstIng, the toolbox is a software package in the format of Jupyter Notebooks. The software is released under the umbrella of the EUMETSAT training portal, with a capacity-building approach. The data proposed for building the models are NWC SAF cloud products and METAR data, the tool supporting the blending approach for such models.


The toolbox proposes NWC SAF cloud products, plus METAR reports, as predictors to nowcast the fog. The toolbox allows combining GEO NWC SAF Clouds products with METAR data and leads to the development of ML models.

For a chosen airport, the toolbox prepares small stamps of NWC SAF cloud data, along with METAR data. The tool also includes a statistics part that helps the user to get insight on the data. The last part is meant for ML model development, allowing the users to establish a baseline and test their own models. The toolbox also stores the models and their performances for comparison and operational reusing.


Access the toolbox.

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New Resource: Conceptual Model on Atmospheric Rivers

Online

A new EUMeTrain conceptual model on Atmospheric Rivers (ARs) will soon be available in SatManu, offering insights into this weather phenomenon. ARs are long, narrow bands of moisture in the lower troposphere, spanning over 2000 km, while driving significant water transport from the tropics to higher latitudes. They play a crucial role in global weather systems, and are often linked with heavy precipitation events when they make landfall.


This new resource will explore the structure and behaviour of these 'rivers in the sky', highlighting their connection to extratropical cyclones and their impact on weather patterns.


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Dust Aerosol Detection, Monitoring and Forecasting now in the Journal of Open Source Education

Online

The training course on 'Dust Aerosol Detection, Monitoring and Forecasting' was published in the Journal of Open Source education in October. The course is a Python-based training providing a hands-on introduction to satellite, ground and model-based data used for dust monitoring and forecasting. Organised in three main chapters covering observations (satellite and ground-based), forecast models and a practical case study, the course features 12 datasets derived from satellites, ground-based measurement networks and forecast models.


The training course is available as a Jupyter Book. An executable version of each notebook can be accessed via a dedicated JupyterLab training platform, which has the required programming environment and data already preinstalled. The course is also available via a GitLab repository.


The publication can be cited as Wagemann et al., (2024). Dust Aerosol Detection, Monitoring and Forecasting. Journal of Open Source Education, 7(80), 200, https://doi.org/10.21105/jose.00200.

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Start learning with the Using Satellite Data to Monitor Dust online course

Online

EUMETSAT recently published an online, self-paced course on 'Using Satellite Data to Monitor Dust'.


The course allows learners to complete it at their own pace and enables them to start gaining an understanding using satellite data in dust monitoring. Learners are encouraged to describe dust episodes, interpret satellite data, and analyse the strengths and limitations of different satellite data products.


This course is ideal for those interested in understanding satellite data usage for dust monitoring, even without prior remote sensing knowledge. The self-paced training format provides flexibility, beginning with a pre-assessment to guide the learner's journey. Each module concludes with a quiz for revision and practice, and is estimated to take up to 30 minutes, with the full course taking around 4-5 hours to complete. Learners can also only do the modules of interest to them. A passing score of 70% in the final quiz leads to a certificate of completion.


Take the Using Satellite Data to Monitor Dust course.

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New resources on accessing MTG data

Online

In the summer, MTG began providing new data to EUMETSAT, offering vast possibilities, but raising user questions.


These inquiries were not just about understanding the products, as many users found themselves struggling with navigating the complexity of downloading it. The goal for the Data Access Services team was to make the journey of accessing and customising MTG data as intuitive as possible.


A set of tools, such as dedicated Data Store and EUMETView user guides, have been created. These guides provide step-by-step instructions on navigating EUMETSAT's servers, downloading data, and customising it for specific needs. They are detailed and accessible, ensuring that even new users can work with the data. We have also provided Jupyter Notebooks (FCI and LI) that can be freely downloaded and run on the user's local machine. These notebooks are detailed, yet concise, offering clear explanations for each step of the process.


In the future there will be more resources, such as workshops and training modules.

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New case study: Dust transport from Sahara to Mediterranean and beyond

Online

A substantial amount of dust from the Sahara was transported to the Mediterranean and Central and Eastern Europe between 27 March and 6 April 2024. The extensive dust plume was clearly visible in several satellite observations. This also caused a drop in air quality at several locations in the Mediterranean region and beyond.


The case study featured satellite data: Dust RGB from SEVIRI onboard Meteosat Second Generation, Aerosol Absorbing Index from GOME-2 onboard Metop-B and -C, model data from Copernicus Atmosphere Monitoring System, and ground measurements from European Environment Agency.


Read the Dust transport from Sahara to Mediterranean and beyond case study.

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New case study: Canadian wildfires in 2023

Online

Wildfires in Canada occur every year. The vast areas of forested regions, especially in provinces like British Columbia and Alberta, make Canada a significant contributor to regional and global atmospheric chemistry emissions. However, there are some indications that the fires in 2023 were extraordinarily intense.


This in-depth case study includes data from satellite, model, and ground measurements. The analysis indicates that indeed the 2023 was anomalous, and the atmosphere over Europe was affected.


Read the Canadian wildfires in 2023 case study.


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Experiences from the 30th edition of the Online Educa Conference in Berlin

Online

The Online Educa (OEB) is the global conference that brings more than 2,000 education professionals to Berlin every year.


This year's focus was on the changes that transform the workplace and learning. Artificial Intelligence (AI) dominated most sessions. While in previous years AI was discussed more theoretically, this year participants were able to share practical experiences of using AI. Discussions showed progress, but they did not appear ground-breaking to me; rather, they showed small, incremental steps forward, accompanied by enthusiasm, excitement, and concerns.


For more insights, tips and lists of emerging tools go to CALMET.org here.

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New resource: Comma spirals in the Mediterranean

Online

A new EUMeTrain special investigation on Comma cloud spirals is now available, offering a closer look at these dynamic mesoscale cloud formations. Typically found in the cold air behind large-scale fronts and within upper-level troughs, Comma clouds are linked to atmospheric features like Cyclonic Vorticity Advection (CVA) and Potential Vorticity (PV) anomalies, often near the left exit region of a jet streak.


This new resource aims to answer intriguing questions: Do Mediterranean cloud spirals truly align with the established Comma Conceptual Model (CM)? Could weaker spirals indicate a different, or even new CM?

Gain insights into how physical and theoretical backgrounds drive these formations. To find out more, go to the SatManu special investigation.

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New Jupyter notebook available on MTG LI Data Explorer: Level 2 Flash Product

Online

The Jupyter notebook 'MTG LI Data Explorer: Level 2 Flash Product' is now available on EUMETSAT's GitLab repository. This notebook provides a comprehensive guide for exploring the contents of Lightning Imager (LI) Level 2 data files from the MTG-I1 satellite. It introduces users to the key features of Level 2 data and demonstrates how to analyse the spatial distribution of lightning flashes across various regions.


Additionally, it showcases visualisation of the flashes with colour-coded representations, indicating the time of day when they occur, offering valuable insights into diurnal lightning patterns.


Access the MTG LI Data Explorer: Level 2 Flash Product notebook.

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Resources from past MOOC courses now available

Online

As their name suggests, Massive Open Online Courses (MOOCs) are free, online learning opportunities designed to provide flexible and accessible education to learners worldwide. Over the years, in collaboration with partners, EUMETSAT has successfully delivered several MOOCs on the FutureLearn platform.


Today, resources from these MOOCs are available on the EUMETSAT Classroom platform. You can access and explore them in your own time, no account needed. The following courses are included:


  1. Monitoring Oceans from Space MOOC — Learn about ocean monitoring using Earth Observation (EO) satellite data.
  2. Artificial Intelligence (AI) for Earth Monitoring MOOC — Discover the wealth of Copernicus data now available and explore innovative applications of AI for Earth monitoring.
  3. Monitoring Atmospheric Composition MOOC — Understand the powerful role of in situ data and satellite Earth observations in monitoring atmospheric composition.

Visit the courses to explore the resources available and enhance your knowledge in these areas.

// issue XXXII - December 2024

Stories & Achievements
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Future Focus - Wildfires Workshop in November

26-28 November 2024 / Darmstadt, Germany

The Future Focus User Workshop on Fires was held in Darmstadt, 26-28 November 2024.


The workshop addressed the status and advances in monitoring fires from space, and how space-borne observations contribute to the full range cycle of wildfire monitoring: early warning, fire management and impact of fires on the wider ecosystems and climate. The event involved the full value chain from data to end user bringing together science experts, data providers, application experts, and end users.


Ninety-four people attended online from 24 European countries, plus representatives from the US (NOAA) and Canada. The agenda and presentations are freely available on the programme page.


A final report will be circulated and potentially published in peer-reviewed literature.

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First Marine User Days event held in Lisbon

5-6 November 2024 / Lisbon, Portugal

The first Marine User Days event, organised by EUMETSAT in collaboration with Mercator Ocean International, ESA and ECMWF was held in early November. The event brought together nearly 100 participants from across the marine data value chain, including data and service providers, academic researchers, commercial consultancies, and those working in maritime governance and application sectors.


The event included plenary talks on the state-of-the-art of marine data products and applications, and a networking event with lightning introductions. This was supplemented by a series of short workshops exploring use cases, lessons learned, and an interactive feedback gathering exercise which provided questions to a final panel session of data providers and funding organisations.


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International Autumn School on Satellite Data Applications took place in Athens

21-25 October 2024 / Athens, Greece

The event aimed to enhance the understanding and utilisation of EUMETSAT satellite data and products, including those from the Satellite Application Facilities (SAFs), across various fields of study and applications. A specific focus was placed on data from the Meteosat Second Generation (MSG) and Meteosat Third Generation (MTG) satellites.


It was jointly organised by Hellenic National Meteorological Service and EUMETSAT.


Twenty-two participants, including young scientists, post-graduate students, experts, and researchers from European Meteorological Services attended.


The programme encompassed informative lectures, offering a theoretical background in remote sensing principles. A particular focus was placed on hands-on practice sessions, enabling participants to gain practical experience in data visualisation and processing techniques. These sessions utilised Python programming within Jupyter Notebooks, providing an interactive environment to explore and analyse satellite data effectively.

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Two more EUMETCAL Hackathons in 2024

Autumn 2024/ Helsinki, Finland
Zurich, Switzerland

After the very positive experience of the first EUMETCAL hackathons in 2023, the team decided to continue with the concept, so hosted two more hackathons in Autumn 2024.


The first hackathon took place at FMI in Helsinki, and brought together radar experts and meteorologists from several meteorological organisations across Europe. The event proved to be both inspiring and extremely productive, leading to valuable results that would have been difficult to achieve without the collaborative atmosphere of the hackathon. Over the course of the week, participants developed prototypes of different sections of the online learning module Radar Released.


The second hackathon on the topic of fog took place in Zurich, and gathered instructional designers and young meteorologists from MeteoSwiss. AI tools were used to develop interactive and challenging fog forecasting cases, and extensive COMET material was used to create a meaningful game-like quiz.


Currently, the EUMETCAL instructional designers are continuing to program these modules and, after several rounds of expert review, are bringing them to a final state.


The two modules, Fog Focus and Radar Released, will be launched on the EUMETCAL portal in early 2025, and will provide valuable training tools for the meteorological community.


Special thanks go to the experts from FMI, MetNO, EUMETSAT, MetEireann, KNMI, DMI and MeteoSwiss, whose contributions were crucial for the success of the hackathons.

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Successful 6th Joint Training in Atmospheric Composition

16-20 September 2024 / Oslo, Norway

The training event gave 29 early-career researchers (graduate students and professionals), from Copernicus contributing countries and organisers' member states, a valuable opportunity to enhance their knowledge of the tools and datasets available for monitoring atmospheric composition.


The event provided a complete overview of the available data and how they are applied in practical examples. Topics included remote sensing techniques and measurements from satellite and ground-based platforms, data assimilation, model evaluation and validation, emission inventories, policy requirements and applications, and data access and processing.


Collaboration and networking were important components of the training. Participants worked on projects, using datasets introduced during the week. The projects were presented on the last day, and covered different applications, such as an analysis of the Portuguese wildfires that were taking place at that time; detecting plumes from Icelandic volcanic eruptions, and comparison of air quality measurements and model outputs.


The complete training programme, slides and lecture recordings are available on the training event page.

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Short course on Access and Explore MTG Data delivered during the EUMETSAT Conference

3 October 2024 / Eumetsat Conference, Würzburg

The short course 'Access and Explore MTG Data' was a successful side event at the 2024 EUMETSAT Meteorological Satellite Conference. The 1.5-hour session focused on practical training with data from the Meteosat Third Generation (MTG) Lightning Imager (LI) sensor. Participants used Jupyter Notebooks to access and analyse Lightning Imager data, gaining hands-on experience in satellite data exploration.


Originally planned for 30 participants, the session's popularity prompted an expansion to accommodate 60 attendees, reaching full capacity. This strong demand highlighted the growing interest in operational applications of MTG data.


Feedback collected after the session emphasised the course's practical value, with many participants planning to apply the skills in their professional roles. Attendees also expressed significant interest in similar workshops at future conferences, underscoring the impact of this training initiative.

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Short course on EUMETSAT MTG-I1 Flexible Combined Imager (FCI)

8 October 2024 / Online

The short course on the MTG-I1 Flexible Combined Imager (FCI) continued the series of short courses on MTG and offered an insight into the FCI instrument, acquisition of data, products and applications.


FCI is the next-generation instrument, continuing the mission of MSG SEVIRI monitoring weather, the Earth's surface, and oceans from geostationary orbit.


The participants learned details of FCI, what it measures and how the data is acquired and visualised. They were able to see how the images are used for different applications, plus, based on real examples, see how the data is applied in the analysis of various weather and surface features, with a special emphasis on the benefits of the new instrument in the high latitudes.


Recording of the short course.


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Short course on EUMETSAT MTG-I1 Lightning Imager

5 September 2024 / Online

The short course on MTG-I1 Lightning Imager (LI) was the first in the series of short courses on MTG data and applications.


The course offered insight into the theory of lightning discharges and lightning measurements. plus details on the LI instrument, acquisition of data, filtering, noise removal, processing, baseline products and applications. The participants received preliminary information about the quality and accuracy of LI data against ground-based lightning detection networks, based on real examples.


There were also demos on data retrieval from the EUMETSAT Data Store and visualisation using the SIFT software.


The second part of the course focused on data applications, using recent thunderstorm cases over Europe with LI data 'in action', with experts from meteorological services demonstrating how they deal with reception, visualisation, and use of LI data in operational work.


Access the recording and presentation.

// issue XXXII - December 2024

Jobs & Opportunities
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AI/ML Application Expert

by 14 January 2025 / Darmstadt, Germany

EUMETSAT uses data from its growing earth observation satellite fleet and from other agencies to support weather forecasting (nowcasting and numerical weather prediction) of weather agencies in its Member States and worldwide. In addition, EUMETSAT supports climate monitoring by providing a wide range of satellite data including rescued, recalibrated and reprocessed long series of satellite observations.


Within the Climate Services Team of the User Support and Climate Services Division (USC), the AI/ML Applications Expert exploits satellite radiance data and derived products employing AI/ML methods to deduce weather and climate information, which includes the identification of Earth system features also in combination with other data types. In addition, the post holder will support users to use EUMETSAT ML-ready data in their applications and establishes collaborations within the community.


Click here for full details.


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Remote Sensing Scientist - Precipitation Products

by 6 January 2024 / Darmstadt, Germany

Within the Remote Sensing and Products Division (RSP), in the Passive Microwave and Radio Occultation (PMRO) Competence Area, the Remote Sensing Scientist will support the development, scientific validation and evolution of Level 2 solid and liquid phase precipitation products derived from data from the current and future EUMETSAT satellite systems, and third-party missions operated or supported by EUMETSAT.


Click here for full details.


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Remote Sensing Scientist - Atmosphere Products

by 6 January 2025 / Darmstadt, Germany

The Remote Sensing and Products (RSP) Division is tasked with providing the scientific expertise required to develop, implement, validate, maintain and evolve the operational observational products for all EUMETSAT satellites and agreed third party missions, as well as establishing the user requirements for future EUMETSAT and Copernicus satellite programmes.


Within the Clouds and Aerosols Competence Area (ClA-CA) of the Remote Sensing and Products Division (RSP), the Remote Sensing Scientist –Atmosphere Products will work on the retrieval of atmospheric parameters from Sentinel-3 optical observations.


Click here for full details.


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Schülerpraktikum 2025 WORK EXPERIENCE (PRACTICUM) FOR SECONDARY SCHOOL STUDENTS

by 13 January 2025 / Darmstadt, Germany

Are you a secondary school student looking for an exciting two-week work experience at a scientific organisation in 2025? If you have a passion for space and satellites, we would love to hear from you. If you are from one of our 30 member states and aged between 14 and 18, then EUMETSAT is inviting you to embark on a stimulating two-week learning adventure at our headquarters in Darmstadt, Germany.


Throughout the year, we open our doors to eager learners, subject to tutor availability and your school's schedule.


Click here for full details.


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