AI-Optimized Illegal Sand Mining: Satellite Remote Sensing Evidence Under MMDR Act Post-Karnataka HC 2026 Orders

The illegal activity of sand mining has been a major issue of environmental governance in India. This subject matter was drawn attention to in a suo motu public interest litigation filed in the Karnataka High Court in 2026. This study aims to assess the potential for the incorporation of AI and satellite remote sensing technologies in the regulation of illegal sand mining in India in accordance with the provisions of the Mines and Minerals Development and Regulation Act of 1957 as amended through recent legislation providing for increased penalties for non-compliance. The study was done through a doctrinal and analytical methodology. The study assessed the current law on the regulation of mineral resources in India and the potential for the integration of AI-based technologies currently in use in Uttar Pradesh and Madhya Pradesh. The study further assessed the potential for the regulation of illegal sand mining in accordance with the directions of the courts. The use of satellite images by means of aloof remote sensing machineries indicates the potential for usage of machine learning-based classification systems for instance Support Vector Machines and Random Forests for identifying illegal mining activities. The study demonstrates that the use of AI-based satellite remote sensing technologies may perhaps palliate the weaknesses and precincts of the current commandment in policing illegal mining in India. The study identified certain limitations in the current legislation in the regulation of illegal mining through the use of evidence derived by means of aloof remote sensing machineries. The study proposed certain amendments for the regulation of illegal mining through remote sensing-based compliance audits and AI-based reporting of illegal mining violations through District Mineral Foundation. The report demonstrates that although AI-based satellite remote sensing technologies could be useful in the regulation of illegal mining in India through increased exactitude and pellucidity in the regulation of illegal mining activities in India, certain limitations in the current law and technology need to be addressed. The directions of the Karnataka High Court appear to be a major step in the regulation of illegal sand mining in India through technology-based judicial monitoring. The directions of the court appear to be constitutionally and operationally viable.