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Resources
NASA Resources
NASA Earth Science data
NASA web services with an assortment of satellite imagery - Global Imagery Browser Services (GIBS)
GIBS service endpoints
NASA Earth Observations
NEO service endpoints
NASA Worldview
NASA Giovanni
LANCE: NASA Near Real-Time Data and Imagery
NASA Earth Observatory
NASA Data sources - Earthdata search
Earthdata Common Metadata Repository
NASA Data Pathfinders
NASA COVID-19 data pathfinders
SEDAC Global COVID-19 Viewer
NASA open source repository - NASA Github Repository
NASA open source repository - https://code.nasa.gov/
The following links lead to NASA Web WorldWind open source 3D globe library, tutorials, documentation, and examples of web-apps developed with NASA Earth science imagery and data from other Federal Government agencies.-Getting Started with NASA WorldWind
NASA Science Missions
Worldwind tutorials
Web WorldWind documentation
Web WorldWind supports WMS or WMTS imagery layers. The WorldWeather app visualizes imagery from different public web services hosted by many international institutions, including NASA
This example shows how to consume layers from a WMTS service with WorldWind
An example of data processing can be seen here: This app reads historic NDVI GeoJSON data and performs some basic analysis, displaying an histogram of the vegetation index on the point clicked by the user.
A similar idea could be applied for hurricane data from NOAA, for instance. They have an assortment of web services here
Shapefiles are supported, and there’s partial support in Web WorldWind for KMLs
Wildfire resources - Open NASA Earth eXchange (OpenNEX)
NASA Fire Information for Resource Management System (FIRMS) database
Incident Information System, INCIWEB database
Integrated Reporting of Wildland Fire Information, IRWIN database
The Multi-Mission Algorithm and Analysis Platform (MAAP), a collaborative project between NASA and ESA, designed to support aboveground biomass research: https://earthdata.nasa.gov/esds/maap
MAPP Project Site: https://www.maap-project.org/
NOAA - What environmental data are relevant to the study of infectious diseases like COVID-19?
NASA Global Nitrogen Dioxide Monitoring site
The preliminary NASA site on NO2
The Earth Observatory article on aerosol levels
NASA ESDS Cloud-Optimized Geotiffs (COGs)
OMI NO2 COGs
ESA Resources
Euro Data Cube SentinelHub resources
JAXA/ESA/NASA's data ingested in Euro Data Cube
The preliminary ESA site on NO2
JAXA Resources
JAXA for Earth
JASMES Portal - Solar radiation reaching the earth's surface (photosynthetically available radiation), Cloudiness, Snow and sea ice cover, Dryness of vegetation (water stress trend), Soil moisture, Wildfire, Precipitation, Land and sea surface temperature, etc.
JAXA Himawari Monitor (P-Tree) - Sea Surface Temperature, Aerosol Optical Thickness, Radiation, Chlorophyll-a Concentration, Wild Fire, etc.
JAXA GLOBAL RAINFALL WATCH (GSMaP) - Global rainfall status from March 2000 to 4 hours ago from now.
JASMIN - Precipitation, Drought Index, Soil Moisture, Solar Radiation, Surface Temperature, Vegetation Index and its anomaly etc. in Asia.
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)
JICA-JAXA Forest Early Warning System in the Tropics (JJ-FAST) - Web-based system using ALOS-2 to monitor tropical forests on a near real-time basis.
G-Portal - JAXA satellite database related to Land, Sea, Atmosphere, Snow and sea ice, Water cycle and Climate fields.
CSA Resources
RADARSAT-2 – Satellite images of Montreal, of 2019 and 2020
MOPITT – Carbon monoxide concentrations measurements subset for March and April 2019 and 2020
MOPITT – Carbon monoxide concentrations measurements dataset
OSIRIS – Ozone, aerosols and nitrogen dioxide concentration measurements dataset
SCISAT - Gases and particles monitoring of the ozone dataset
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
CNES Resources
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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