Nighttime-Fire-Flare

Description

Detection of nighttime combustion (fire and gas flaring) from daily top of atmosphere data from NASA's Black Marble VNP46A1 product using VIIRS Day/Night Band and VIIRS thermal bands.

Update Frequency

New combustion detections are added whenever it is available and with model updates.

License

There are no restrictions on the use of this data.

Documentation

https://docs.google.com/document/d/e/2PACX-1vSeDj3BbmvKCrFY3aimZ7-0eMhEN0OFIFk1JDTv3Fvfe4BjfFTwuS8OSMuSGa5vDs2fQKjlrJN8Ut2X/pub

Managed By

USRA and NASA Black Marble

See all datasets managed by USRA](https://srijachakraborty.com/) and [NASA Black Marble.

Contact

schakraborty@usra.edu

How to Cite

Nighttime-Fire-Flare was accessed on DATE from https://registry.opendata.aws/black_marble_combustion.

Usage Examples

Publications

• NASA SMD AI Workshop Report by SMD Artificial Intelligence Machine Learning (AI/ML) Working Group
  
• Potentially underestimated gas flaring activities—a new approach to detect combustion using machine learning and NASA's Black Marble product suite by Srija Chakraborty, Tomohiro Oda, Virginia Kalb, Zhuosen Wang, Miguel O Román