Air Pollution Asset-Level Detection (APAD)
Pollution source mapping
Local computers couldn't process millions of satellite images. Parallel ML now maps 50,000+ pollution sources across 1.5M sq miles.
- >50,000 pollution sources identified via ML mapping
- >400% increase in daily mapping throughput via cloud ML
- 90% reduction in daily monitoring and task runtime