Resources ​

Notebooks ​

Whether you're an educator, researcher, or simply curious, the Dashboard also serves as a valuable educational resource. Many indicators are accompanied by support materials - including example notebooks - that show how the data was produced and how it can be accessed and analyzed further.

Publications ​

2025

2024

2023

2021

  • B. Lefer et al., "A Multi-Agency COVID-19 Dashboard with Satellite Air Quality Data," 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1553-1555, doi: 10.1109/IGARSS47720.2021.9553200.
  • Y. -L. Desnos, E. Hamdouch, A. Anghelea, G. Landgraf, S. Cheli and J. Turpin, "Rapid Action on COVID-19 and Earth Observation: an Inittiative for Societal Information Enabled by Copernicus Sentinels Data", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1374-1376, doi: 10.1109/IGARSS47720.2021.9553746.
  • A. Anghelea, Y. -L. Desnos, M. Maskey, S. -i. Sobue and S. Meissl, "The COVID-19 Earth Observation Dashboard: A NASA-ESA-JAXA Collaborative Product", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1556-1559, doi: 10.1109/IGARSS47720.2021.9553205.
  • M. J. Falkowski, M. Maskey, S. -i. Sobue, G. Campbell, G. Bawden and T. Tadono, "COIVD-19 Impact Monitoring of Economic Activities", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1366-1369, doi: 10.1109/IGARSS47720.2021.9555044.
  • B. Koetz et al., "COIVD-19 Impact Monitoring for Agriculture", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1567-1570, doi: 10.1109/IGARSS47720.2021.9553844.
  • K. Hamamoto et al., "Jaxa's Earth Observation Data Analysis on Covid-19", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1362-1365, doi: 10.1109/IGARSS47720.2021.9554593.
  • M. -H. Rio et al., "Trilateral Water Quality Monitoring from Space during Covid-19", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 1563-1566, doi: 10.1109/IGARSS47720.2021.9554949.
  • A. Kuze et al., "Covid-19 Impact Monitoring for Climate Environment (Greenhouse Gases)", 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 1560-1562, doi: 10.1109/IGARSS47720.2021.9554328.

Tutorials ​

Workshops ​

Documentation ​

EO Dashboard is supported by the three agencies via several activities. Each agency contributes with EO Data, scientific expertise, and technology, including: NASA’s VEDA, ESA’s Euro Data Cube and the Network of Resources, and Jaxa’s Earth-graphy. More information is available on the EO Dashboard Github page. The EO Dashboard application is based on the eodash ecosystem.

Data ​

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