The brick kiln sector contributes to economic development but also accounts for 8-14% of air pollution in India.
Researchers have developed a scalable machine-learning pipeline to detect and classify brick kilns using satellite imagery.
Automated compliance analysis based on government policies has been performed, and the study emphasizes the need for inclusive policies balancing environmental sustainability and the livelihoods of workers.