Abu Dhabi Deploys AI And Satellite Imagery To Detect Illegal Waste Dumping

Environment Agency - Abu Dhabi is testing a new artificial intelligence system that uses satellite imagery to spot random waste dumping across the emirate, aiming to support environmental monitoring, improve waste management performance, and reduce illegal disposal before it harms land, communities, or natural habitats.

The initiative is described as the first project in the UAE to apply artificial intelligence models and detailed satellite image analysis directly to waste management tasks, shifting from periodic field inspections to an automated surveillance approach that can process large areas, flag possible violations, and help inspectors focus on the sites with higher risk.

The pilot phase took place in Al Bukariyah in the Al Ain Region, where EAD compared traditional field observations with data from the artificial intelligence platform. The system exceeded 90 per cent accuracy in detecting illegal dumping sites, identifying 150 locations versus only 43 sites found by on-the-ground monitoring over the same period.

Engineer Faisal Al Hammadi, Executive Director of the Environmental Quality Sector at EAD, said, "The implementation of the pilot project in Al Bukariyah in the Al Ain Region reflects the agency’s commitment to transitioning towards innovative solutions based on artificial intelligence and modern technologies to enhance environmental monitoring. The project results demonstrated an accuracy exceeding 90 per cent in detecting illegal dumping sites, and the system was able to identify 150 waste sites compared to only 43 sites discovered through field monitoring during the same period. This confirms the efficiency of technological innovation and artificial intelligence and its ability to accelerate detection processes and improve the accuracy of environmental monitoring.

"The project also enabled the classification of waste with high accuracy and the study of changes in the areas of monitored sites compared to previous years, which enhances the agency’s ability to track the origin of waste and its duration, and to develop effective strategies to reduce environmental violations and improve the overall quality of the environment."

Once the pilot system highlighted dumping hotspots, EAD coordinated with partner authorities to remove the accumulated waste and restore affected areas. The agency kept monitoring those cleaned locations using artificial intelligence, satellite imagery, and site checks to prevent repeated offences and to support long-term environmental monitoring and protection across Abu Dhabi.

EAD reports that the project strengthens the efficiency of the waste management system by directing resources to confirmed sites, reducing response time, and improving the general environmental appearance, while also supporting governance among Abu Dhabi government entities through shared data and coordinated action against illegal dumping activities.

The agency states that this digital approach also supports its legislative and regulatory responsibilities. By relying on smart tools that analyse satellite images and geographic information, EAD expects better identification of high-risk zones, stronger environmental monitoring, more effective protection of natural resources, and reduced health risks for residents in the emirate.

Dr. Shaikha Salem Al Dhaheri, Secretary-General of EAD, said, "This project embodies the agency’s commitment to the transformation towards a smart and sustainable environment, in line with the UAE Strategy for Artificial Intelligence 2031 to enhance government performance and the sustainability of vital sectors. The project also reflects the pillar of A Green Innovation, Science and Technology, one of the main pillars of the Abu Dhabi Environmental Centennial 2071, enabling us to anticipate environmental challenges, improve environmental quality, and promote long-term sustainability through digital innovation and artificial intelligence."

EAD presented the experience and outcomes of the artificial intelligence and satellite imagery project at the International Solid Waste Association World Conference (ISWA 2025) in Argentina, where specialists and participating members welcomed the approach, highlighting Abu Dhabi’s role in developing new methods to support environmental monitoring systems and share technical knowledge with the global waste management community.

Based on the pilot’s success, the agency is preparing to extend the project across all areas of the Emirate of Abu Dhabi, creating a central platform for smart environmental monitoring that uses artificial intelligence and satellite image data analysis to support integrated government action, environmental sustainability targets, and smart environmental governance for waste management.

If implemented at full scale, EAD expects the artificial intelligence system to promote more proactive environmental monitoring by forecasting likely dumping locations, enabling earlier intervention, reducing illegal waste activities, guiding strategic planning, and supporting the long-term goals set for environmental quality and sustainability in Abu Dhabi and the wider UAE.

With inputs from WAM