KAUST develops environmental disaster data skills

King Abdullah University of Science and Technology, and SARsatX, a Saudi company specializing in Earth observation technologies, have developed computer-generated data to train deep learning models to predict oil spills. (KAUST)
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Updated 22 December 2025
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KAUST develops environmental disaster data skills

  • Early detection and rapid response to spills can significantly reduce the risks of environmental damage

JEDDAH: King Abdullah University of Science and Technology, and SARsatX, a Saudi company specializing in Earth observation technologies, have developed computer-generated data to train deep learning models to predict oil spills.

According to KAUST, validating the use of synthetic data is crucial for monitoring environmental disasters, as early detection and rapid response can significantly reduce the risks of environmental damage.

Matthew McCabe, dean of the Biological and Environmental Science and Engineering Division at KAUST, said one of the biggest challenges in environmental applications of artificial intelligence was the shortage of high-quality training data.

He explained that this challenge can be addressed by using deep learning to generate synthetic data from a very small sample of real data and then training predictive AI models on it.

This approach can significantly enhance efforts to protect the marine environment by enabling faster and more reliable monitoring of oil spills while reducing the logistical and environmental challenges associated with data collection.


Saudi defense minister calls on Southern Transitional Council to de-escalate in Yemen

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Saudi defense minister calls on Southern Transitional Council to de-escalate in Yemen

  • In a statement addressed “to our people in Yemen” and published on X, Prince Khalid said Saudi Arabia’s intervention came at the request of Yemen’s internationally recognized government

DUBAI: Saudi Defense Minister Prince Khalid bin Salman called on the Southern Transitional Council (STC) to respond to Saudi-Emirati mediation efforts and de-escalate tensions in eastern Yemen, urging the group to withdraw its forces from camps in Hadramout and Al-Mahra and hand them over peacefully to local authorities.
In a statement addressed “to our people in Yemen” and published on X, Prince Khalid said Saudi Arabia’s intervention came at the request of Yemen’s internationally recognized government and aimed to restore state authority across the country through the Decisive Storm and Restoring Hope operations.
He said the Kingdom has consistently treated the southern issue as a “just political cause” that must be resolved through dialogue and consensus, citing the Riyadh Conference and Riyadh Agreement as frameworks that ensured southern participation in governance and rejected the use of force.
The minister warned that recent events in Hadramout and Al-Mahra since early December had caused divisions that undermine the fight against Yemen’s common enemy and harm the southern cause. He praised southern leaders and groups who, he said, have acted responsibly to support de-escalation and preserve social stability.
Prince Khalid reaffirmed that the southern issue would remain part of any comprehensive political settlement in Yemen and stressed that it must be resolved through trust-building and national consensus, not actions that could fuel further conflict.