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Resources
Example Resources
NASA Article: New Night Lights Maps Open Up Possible Real-Time Applications
Access Euro Data Cube SentinelHub resources
JAXA/ESA/NASA's data ingested in Euro Data Cube
NASA Earth Observatory
Navigate through the "Earth at Night" map online in NASA Worldview
Suomi NPP, VIIRS, NASA Black Marble Product
NASA’s Black Marble website
NASA ESDS Cloud-Optimized Geotiffs (COGs)
OMI NO2 COGs
NASA Giovanni
LANCE: NASA Near Real-Time Data and Imagery
Earthdata search
Earthdata Common Metadata Repository
NASA Data Pathfinders
NASA COVID-19 data pathfinders
SEDAC Global COVID-19 Viewer
NASA open source software - NASA Github
NASA open source software - https://code.nasa.gov/
PLOS ONE research article: “An estimate of rural exodus in China using location-aware data”
JAXA for Earth
JASMES Portal - Land surface temperature for city activity monitoring.
JAXA Himawari Monitor (P-Tree) - Aerosol Optical Thickness, Chlorophyll-a Concentration for human activity monitoring.
GHGs Trend Viewer with GOSAT long-term target observation - Greenhouse gases observed by GOSAT.
GHGs Trend Viewer - Change of XCO2 and XCH4 etc. at selected target observation sites by using JAXA GOSAT data.
GOSAT Data Archive Service (GDAS) - Greenhouse gases observed by GOSAT. (Provider: National Institute for Environmental Studies, Japan)
GOSAT-2 Product Archive - Greenhouse gases observed by GOSAT-2. (Provider: National Institute for Environmental Studies, Japan)
G-Portal - JAXA satellite database related to Land, Sea, Atmosphere, Snow and sea ice, Water cycle and Climate fields.
RADARSAT-1 – Satellite images from the Earth Observation Data Management System
Canadian Space Agency Open Data Portal
Government of Canada Open Maps Portal
Government of Canada Open Data Portal
Government of Canada Open Information and Data about Coronavirus and Covid-19
IASI (Infrared sounder, on board Metop-A, Metop-B and Metop-C satellites) instrument has the ability to detect and accurately measure the levels and circulation patterns of gases that are known to influence the climate, such as carbon dioxide. (Level 1 radiances )
IASI Level 2 data: CO, O3, CH4, HCOOH, NH3, SO2, dust aerosol
Study on changes due to Covid-19 crisis from IASI data
Operating platform Sentinel products (CNES) with some post processing of the data available (Level1 & 2)
Atmosphere and Service Data Pole (the French thematic consortium on atmosphere)
Solid Earth Centre (the French thematic consortium on Solid Earth) a portal giving access to spatial data, in-situ and experimentation of the domain.
Ocean Data Information and Services is the entry point to access all French ocean observation data. Its aim is to promote and facilitate the use of ocean observations sampled by way of in situ and remote sensing measurements.
Data and services for land surfaces (space and in situ data & tools).
Orfeo ToolBox is an open-source project for state-of-the-art remote sensing, including a fast image viewer, apps callable from Bash, Python or QGIS, and a powerful C++ API.
CNES GitHub
Browse the Teams
See the teams that took on this year's challenge.
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