TEMPO (Tropospheric Emissions: Monitoring of Pollution) resources

Author

Atmospheric Science Data Center (ASDC)

Published

April 20, 2026

Example workflows for a variety of use cases with this mission’s data. Have questions or run into problems? Reach out via the Earthdata Forum or open an issue.

How-to…

- Use earthaccess - to examine TEMPO data details and download files

- Use harmony-py - to subset and visualize TEMPO data

- Download TEMPO data as CSV files

- Use virtual datasets in the cloud via `earthaccess` - to work with TEMPO Level-3 data [external]

Tutorials

- (ARSET and Science Team trainings) Working with TEMPO observations of the Madre wildfire, via `Harmony-py`

- (ARSET training) Working with TEMPO data through ArcGIS Image Services programmatically

- (HAQAST training) Using the Remote Sensing Information Gateway (RSIG) to access and analyze TEMPO data