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. For tutorials, data cataloguing and narrative creation EOxHub Workspaces are used.

Data ​

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