notesum.ai
Published at December 5Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data
cs.LG
Released Date: December 5, 2024
Authors: Zeel B Patel, Rishabh Mondal1, Shataxi Dubey1, Suraj Jaiswal1, Sarath Guttikunda2, Nipun Batra1
Aff.: 1IIT Gandhinagar, India; 2UrbanEmissions.Info, India

| State | |||||||
| Uttar Pradesh | Bihar | West Bengal | Haryana | Punjab | Total | ||
| Criterion | Inter kiln | 6469 | 2343 | 669 | 1035 | 604 | 11120 |
| Hospital | 6741 | 656 | 1271 | 176 | - | 8844 | |
| Habitation | 5765 | 1471 | 362 | 131 | 327 | 8056 | |
| National highway | 1495 | 579 | 128 | - | - | 2202 | |
| River | - | 1029 | 338 | - | - | 1367 | |
| State highway | 720 | 150 | 96 | - | 40 | 1006 | |
| District highway | 695 | - | - | - | - | 695 | |
| Railway | 358 | 122 | 84 | - | - | 564 | |
| Nature reserve | 328 | - | 21 | 0 | - | 349 | |
| Orchard | 120 | 8 | 4 | 0 | 11 | 143 | |
| Wetland | - | 70 | - | - | - | 70 | |
| School | 19 | 15 | 26 | 4 | - | 64 | |
| Religious places | 6 | - | 3 | - | - | 9 | |
| Non compliant | 13296 | 3997 | 2081 | 1162 | 866 | 21402 | |
| Brick Kiln count | 17335 | 6048 | 3105 | 2079 | 2071 | 30638 | |
| Percentage violations | 77 | 66 | 67 | 56 | 42 | 70 | |