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AI problem advances satellite-based catastrophe mapping

October 29, 2025
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AI problem advances satellite-based catastrophe mapping
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4 groups from completely different nations have been recognised for his or her breakthrough work in utilizing synthetic intelligence to detect earthquake harm from area, marking the conclusion of a world competitors organised by the European Area Company in collaboration with the Worldwide Constitution ‘Area and Main Disasters’ – generally known as ‘the Constitution’.

Worldwide Constitution 54th Board Assembly in Strasbourg

The profitable groups – TelePIX from the Republic of Korea, Datalayer from Belgium, DisasterM3 from Japan and Thales Providers Numériques from France – had been honoured lately throughout a ceremony held on the Constitution’s 54th Board Assembly in Strasbourg, as France’s French Area Company, CNES, took management of the Constitution for the subsequent six months.

Combining the Constitution’s operational expertise with ESA Φ-lab’s drive for innovation, the ‘AI for Earthquake Response Problem’, which is a part of the ESA Φ-lab Challenges initiative, introduced collectively 143 individuals from 40 nations to discover how far synthetic intelligence can go in automating post-disaster harm detection from area.

AI prediction of earthquake harm in Mandalay

Opponents skilled AI fashions able to differentiating between broken and undamaged buildings utilizing one of many largest Earth statement datasets ever assembled for this function – greater than 200 high-resolution pictures of 5 earthquake occasions.

This picture above exhibits the TelePIX workforce’s profitable mannequin prediction over Mandalay, Myanmar, following the earthquake in March 2025. Mandalay was chosen as one of many last take a look at websites within the problem. Crimson shapes symbolize predicted harm. The blue dot signifies the placement of the photograph additionally featured beneath.

Philippe Bally, ESA consultant of the Constitution, stated, “When an earthquake strikes, each minute counts. By accelerating the manufacturing of dependable constructing harm maps from satellite tv for pc knowledge, these fashions might in the future assist rescue groups attain affected communities quicker”.

Earthquake harm Mandalay

A worldwide collaboration for quicker catastrophe response

Recognising {that a} single operator or satellite tv for pc can’t meet the calls for of catastrophe administration, ESA and CNES initiated the International Charter Space and Major Disasters in 1999. They had been joined by the Canadian Area Company in 2000. It’s now a collaboration between 17 area businesses that gives free satellite tv for pc imagery to assist catastrophe response worldwide.

Beneath a six-month rotation system, CNES has now taken over as lead company, internet hosting the most recent Constitution Board assembly and the AI problem awards ceremony along with ESA.

The AI for Earthquake Response Problem was designed and applied by ESA’s Φ-lab along with an industrial workforce that created the setting, instruments and analysis framework for individuals to develop and take a look at their fashions.

AI for Earthquake Response Problem

The dataset used within the competitors included over 200 high-resolution pictures from 5 main earthquakes and 13 websites – a complete of 475 GB of knowledge – sourced from the Constitution’s operational archives, a world cloud-based platform applied by ESA and operated by an industrial consortium from Italy and Poland since 2018.

These got here from a world digital constellation of satellites, together with Pleiades (CNES/Airbus), WorldView and GeoEye (USGS/Maxar), KOMPSAT-3 (KARI), International (BlackSky) and Gaofen-2 (CNSA), making it one of the numerous datasets ever constructed for AI-driven harm mapping.

Behind the scenes, the trouble mirrored the Constitution’s spirit of worldwide cooperation. The Luxembourg Institute of Science and Expertise and ACRI-ST (France) coordinated the competitors, offering scientific oversight and guaranteeing the dataset’s high quality and relevance. Terradue (Italy), developer of the ESA Constitution Mapper, enabled international entry to the info by ESA Φ-lab’s Earth Remark Coaching Knowledge Lab, giving all groups an equal place to begin.

Individuals confronted challenges much like real-world emergency operations: multisensor imagery, variable resolutions, advanced co-registration, and excessive class imbalance — corresponding to in Mandalay, Myanmar, the place solely 0.2% of practically half one million buildings had been broken.

Among the many prime performers, the European finalists stood out for his or her cutting-edge approaches. Datalayer leveraged scalable, cloud-based machine studying pipelines to course of the huge dataset effectively, whereas Thales Providers Numériques utilized deep-learning and trustworthy-AI strategies from aerospace to pinpoint structural harm with precision.

Subsequent steps

As operator of the Pleiades constellation and present lead company of the Constitution, CNES is now spearheading the post-challenge analysis to evaluate how the best-performing AI fashions could be built-in into operational damage-mapping workflows.

By combining ESA Φ-lab’s spirit of experimentation with the Constitution’s humanitarian mission, this initiative has proven how area knowledge and AI can work hand in hand to enhance speedy catastrophe response – a transparent instance of innovation and worldwide collaboration.

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