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.


The founding economy: A blueprint for stability in the First Saudi State

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The founding economy: A blueprint for stability in the First Saudi State

  • The establishment of the First Saudi State created a secure environment that facilitated the arrival of caravans, secured vast trade routes, and revived commerce across the Arabian Peninsula

RIYADH: The economy during the founding stage of the First Saudi State served as a fundamental pillar in building the nation, consolidating its influence, and ensuring its stability. This early economic growth was inextricably linked to achieving security, unifying regions, and organizing society—factors that directly stimulated trade, stabilized markets, and enhanced the foundations of daily life in Diriyah and its surrounding areas.
According to Dr. Abdullah Al-Saleh Al-Othaimeen's "Diriyah: Origins and Development during the First Saudi State," published by the King Abdulaziz Foundation for Research and Archives (Darah), the founding economy stands as a historical model reflecting the reciprocal relationship between political stability and early economic prosperity.

Beyond its political and intellectual prominence, Diriyah emerged as a vibrant economic hub. (SPA)

The establishment of the First Saudi State created a secure environment that facilitated the arrival of caravans, secured vast trade routes, and revived commerce across the Arabian Peninsula.
Beyond its political and intellectual prominence, Diriyah emerged as a vibrant economic hub. Its active markets attracted merchants and students from across the region, all of whom benefited from the state-provided stability. The local society relied on diverse activities for its livelihood, including trade, agriculture, and livestock breeding, with horses and camels playing crucial roles in transportation, commerce, and securing roads.
The social and administrative organization upon which the state was founded ensured the continuous availability of goods and sustained market stability. Ultimately, the close relationship between public security and economic growth during this founding phase solidified Diriyah's position as a premier political and commercial center in the Arabian Peninsula.