The European Space Agency (ESAOpens in a new tab) is working on a “digital twin” of Earth in the hopes of better understanding our planet’s past, present, and future. The project, first announced in September of last year, will deploy AI, as well as quantum computing, to build Earth’s digital doppelgänger in virtual space. And the scientists hope this Digital Twin Earth will help them forecast extreme, climate change-induced weather eventsOpens in a new tab.
Popular MechanicsOpens in a new tab reported on the digital Earth, which ESA scientists discussed during the agency’s 2020 Φ-week eventOpens in a new tab. The scientists say their digital model will help humanity to “monitor the health of the planet,” as well as simulate the effects of human behavior on the environment.

Kevin Gill / Christian Colen
The scientists are going to evolve the digital twin over the next decade, constantly feeding real-world data into the model; data that will come from the EU’s Copernicus program, which captures atmospheric data, such as air quality changesOpens in a new tab. They’ll then use neural networks (computer algorithms) to identify patterns in Earth’s weather systems, and hopefully begin making accurate predictions.
“Machine learning and artificial intelligence could improve the realism and efficiency of the Digital Twin Earth—especially for extreme weather events and numerical forecast models,” European Center for Medium-Range Weather Forecasts (ECMWF)Opens in a new tab Director General, Florence Rabier, said at the event. Rabier and her colleagues also noted that the satellites collecting the data for the models are deploying AI programs.
Our 10-year Strategy highlights our aim to focus on developing next-generation models to produce high-resolution #DigitalTwinsOpens in a new tab of Earth.https://t.co/ilDnmg52nXOpens in a new tab
— ECMWF (@ECMWF) February 2, 2021Opens in a new tab
Yesterday, a paper by Peter Bauer was published in @NatureClimateOpens in a new tab to explore this in detail.https://t.co/V6YLcFHKDrOpens in a new tab pic.twitter.com/LhdW0zkfdcOpens in a new tab
Speaking of which, the machine learning necessary to mimic Earth’s weather systems will be so computationally intensive, the scientists will have to use quantum computersOpens in a new tab. Which, at their core, distinguish themselves from non-quantum computers thanks to their using quantum bits, or qubits of information. (Unlike binary bits of information, which are made up of either zeroes or ones, qubits are “superpositions” of both zeroes and ones.)
Along with predicting weather events, the scientists say they hope the model helps humanity address the “urgent challenges and targets” in the Green DealOpens in a new tab; a set of policies aimed at making Europe climate neutral in 2050. Which would be great, because extreme weather events are already kind of the norm. And they are terrifyingOpens in a new tab.
🇪🇺🛰️Here is your weekly European #AirQualityOpens in a new tab forecast from @CopernicusECMWFOpens in a new tab #CoperniusAtmosphereOpens in a new tab showing Carbon Monoxide levels.
— Copernicus EU (@CopernicusEU) March 15, 2021Opens in a new tab
For more forecasts 👉https://t.co/3pvGuOXhHlOpens in a new tab pic.twitter.com/IVlHbudeyFOpens in a new tab
Feature image: Kevin GillOpens in a new tab / Christian ColenOpens in a new tab