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TEMPO Resources
Earthdata resources for users working with NASA’s Tropospheric Emissions: Monitoring Pollution (TEMPO) data include tutorials and other learning resources, news announcements such as instrument updates and data releases, user guides and related documents, and frequently asked questions.
TEMPO Learning Resources
This notebook illustrates a comparison of ultra-violet aerosol index (UVAI) between the Tropospheric Emissions: Monitoring of Pollution (TEMPO) instrument and DSCOVR EPIC UVAI.
External Resource
Jupyter Notebook
April 10, 2026
This training will provide an overview of TEMPO capabilities and available trace gas data products, and illustrate how TEMPO data can be visualized.
Training
Jan. 20-22, 2026
Understanding and Visualizing NO2 and HCHO Data from the STAQS and TEMPO Missions
StoryMap
Sept. 24, 2025
This notebook demonstrates how to retrieve and visualize TEMPO data, using harmony-py to subset the data in the cloud, prior to downloading files.
External Resource
GitHub Repository
May 27, 2025
This notebook retrieves TEMPO data, inspects characteristics of the data such as array shapes and quality flags, and then creates a visualization of total column nitrogen dioxide concentrations.
External Resource
GitHub Repository
May 27, 2025
This notebook illustrates a comparison of ultra-violet aerosol index (UVAI) between TEMPO and DSCOVR EPIC.
External Resource
GitHub Repository
This notebook illustrates a comparison of TEMPO ultra-violet aerosol index (UVAI) against DSCOVR EPIC UVAI as well as a comparison of DSCOVR EPIC AOD against AERONET.
External Resource
GitHub Repository
May 21, 2025
This training uses the Remote Sensing Information Gateway (RSIG) to easily and quickly access and analyze TEMPO data.
External Resource
GitHub Repository
Jan. 27, 2025
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Assessment of the 2020 Satellite Needs Working Group (SNWG) survey identified 10 activities to address Federal agency satellite needs.
News
June 16, 2020
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Frequently Asked Questions
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