EUMETSAT Courses

Artificial Intelligence (AI) for Earth Monitoring

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Learn to use AI and ML to improve the use of big data in Earth Monitoring.This is a fast-changing and critical time for Earth Observation (EO), especially for those involved in its use for climate and meteorology.On this course, you’ll get a comprehensive overview of the Copernicus Programme and the wealth of EO data it provides, as well as how AI and ML are transforming the interpretation of EO data.Understand key AI and ML conceptsYou’ll learn about the Copernicus data and services and the massive amounts of Earth observation data that are collected every day from space, covering the oceans, land, atmosphere and, over longer periods, the climate.You’ll then learn basic AI and ML concepts and types, exploring how they have transformed many aspects of the EO ‘value chain’.This includes automatic feature extraction, new ways of processing very large data sets, and the development of new products and services.Learn Python to fully access the WEkEO platformThe WEkEO platform is a ‘one-stop shop’ for Copernicus and Sentinel satellite data and services.You’ll learn how to access Earth Observation data through it, using the Python programming language and Jupyter Notebooks to process and analyse EO data with AI.Explore EO data with international expertsThis course is funded by the Copernicus Programme and has been put together by EUMETSAT, ECMWF, Mercator Ocean International and the EEA.Their experts in AI, EO, and Earth system monitoring will take you through four themed weeks – land, ocean, atmosphere, and climate – leaving you well-versed in the intricacies of EO and satellite data, as well as how AI and ML can unlock its full potential.This course would benefit scientists, policy/decision makers, journalists, educators, business owners, and students. It would also appeal to a curious, general interest audience, or professionals who possess some experience in the subject.For the hands-on Jupyter Notebook tutorials, you will need to create an account on WEkEO. We recommend you use a computer to access this.

Monitoring Atmospheric Composition

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Explore the technologies we use to observe, measure and forecast the atmosphereThe composition of our planet’s atmosphere is a delicate balance - even the slightest changes could be catastrophic.Join EUMETSAT and the Copernicus Atmosphere Monitoring Service/ECMWF to discover the space, air and ground-based technologies we use to monitor and forecast the atmosphere.You’ll explore the critical threats affecting the atmosphere and its composition - and how these affect human health, climate change and the ecosystem.You’ll also see how this all informs policy and international agreements, plus the extensive work needed to predict change and maintain air quality.This course would suit policy / decision makers, journalists, educators, business owners, and students. It may also appeal to a curious, general interest audience, or professionals who possess some experience in the subject.

Monitoring the Oceans from Space

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##This free online course will provide an introduction to ocean monitoring Earth Observation (EO) satellite data, and its uses, types and challenges. It will explain how the data is acquired and used, the range of data types available, and the terminology and techniques involved.The course is presented by physicist, oceanographer and broadcaster Dr Helen Czerski from University College London, remote sensing specialist Dr Hayley Evers-King from the Plymouth Marine Laboratory, and the lead educator Dr Mark Higgins from EUMETSAT.The course is run by EUMETSAT in support of the Copernicus Programme.Explore ocean monitoring EO data using real-world examplesYou will look at practical examples of using ocean monitoring EO data - in real-world case-studies and in a range of areas of policy and decision-making - and will explore emerging technologies and trends.The course will introduce you to the operational marine data stream from EUMETSAT in the context of the ‘Copernicus’ programme. It will highlight the role of the Sentinel-3, Sentinel-6 and Jason-3 ocean monitoring satellites and the contributing missions providing marine data for Copernicus – such as Metop and Meteosat. You will also explore the role of the Copernicus Marine Environment Service (CMEMS), focussing on the applications of its data for users and its wider benefits to society.Examine different areas of ocean monitoring week by weekThe course consists of five themed weeks:Week 1 - Oceans and ClimateHow do the oceans play a key role in the Earth’s climate system? How are the oceans set to be affected by changes in climate and why is satellite data so valuable for addressing multiple challenges in the marine environment?Weeks 2 & 3 - Oceans, Weather and HazardsWhat role do our oceans play in weather forecasting? How does monitoring our oceans from space play a key role in this and how is satellite data used in weather models? How can we use satellite data to understand ocean hazards?Week 4 - Living OceansHow do satellites help to monitor, quantify and preserve ocean biodiversity?Week 5 - Oceans and UsHow does Earth observation help us to set international policy, manage ocean resources and biodiversity? How can the oceans be used for renewable energy? How can the public get involved in ocean science?Learn with ocean monitoring experts from EUMETSAT and major research centresThroughout the course, you will learn with experts from EUMETSAT - one of the key global organisations involved in ocean monitoring using satellite data - and from its research partners including Plymouth Marine Laboratory, National Oceanography Centre, CLS, Mercator Ocean, and the NASA Jet Propulsion Laboratory.(Animations, data visualisations and imagery from ESA, NASA and CMEMS are provided courtesy of ESA, NASA and CMEMS. This course is produced for EUMETSAT by Imperative Space).This course is designed for people who want to learn and explore more about Earth observation and ocean monitoring from space. It is ideal for new potential EO marine data users as well as existing professionals working in other areas of EO, oceanography or environmental science.It will also help policy-makers, decision-makers, communicators, educators and the general public gain a better insight into the use of satellite data in environmental and ocean monitoring.