Google Earth Engine |
Google |
Link |
A widely used platform with many satellite datasets and a programming interface. |
Free/open, large user community |
Unorganized community, no single sharing platform, commercial control |
All SDGs |
Open Data Cube (ODC) |
CEOS, Open Earth Alliance |
Link |
A data management infrastructure used by Australia and Africa to manage satellite data. |
Open Source Software, growing users and application notebooks |
Requires installation and data indexing |
All SDGs |
OpenEO Platform |
ESA |
Link |
A data processing and analysis framework based on open source software |
Open Source Software, data cube concept, common tools and datasets, unlimited use for ESA projects |
Limited use for non-ESA projects, limited datasets |
All SDGs |
Trends.Earth |
Conservation International |
Link |
A data analysis tool focused on land degradation and urbanization |
Focused application products, Multiple languages |
Requires QGIS integration |
SDG 15.3.1 (land degradation), SDG 11.3.1 (urbanization) |
CEOS MIM Database |
CEOS |
Link |
Extensive database of CEOS satellite resources |
Significant detail of current and planned missions |
Only civil space assets, no data access |
All SDGs |
CEOS COVE Tool |
CEOS |
Link |
Satellite coverage visualization and analysis tool |
Extensive set of orbit analysis tools, well-documented with use-cases |
Only CEOS missions, connected to only common archives, no access |
All SDGs |
Digital Earth Africa |
SANSA |
Link |
A free/open enabling data platform and program to support Africa users |
Focus on Africa countries, pre-processed continental data products, Jupyter notebook platform, capacity-building program |
Only focused on Africa |
All SDGs |
EASI Hub |
CSIRO |
Link |
A high-performance scaleable cloud-based analytics platform based on the Open Data Cube |
AWS Cloud, Customisable, Scalable, excellent for service platforms |
Paid service |
All SDGs |
Sentinel Hub |
ESA, Sinergise |
Link |
A cloud-based API and toolset for satellite imagery |
Ease of use, powerful EO browser with integrated products, library of application scripts |
Paid service, primarily focused on Sentinel datasets |
All SDGs |
Dynamic World |
Google, WRI |
Link |
A near real-time land cover analysis system providing land class information |
Free/open, near real time, 10m resolution |
Only uses Sentinel-2 TOA data, requires Earth Engine access |
All SDGs (land focus) |
SEPAL |
FAO |
Link |
A data access, processing and analysis system for land monitoring |
Open source, linked to Earth Engine datasets, Jupyter notebook interface |
Access requires approval, beta-level project funded by Govt. of Norway |
All SDGs (focus on deforestation) |
RAPP |
CSIRO |
Link |
A spatial data platform for rangelands and pasture productivity |
Global monthly fractional cover maps and rainfall, open architecture, focus on Australia |
Limited to MODIS (500m) resolution |
SDG 2 (Agriculture) |
Euro Data Cube |
ESA |
Link |
A cloud-based data access, processing and analysis tool |
Efficient access, includes a marketplace of services, some free options |
Paid service, primarily focused on Sentinel datasets |
All SDGs |
Data and Information Access Services (DIAS) |
European Commission (Copernicus) |
Link |
Five (5) cloud-based platforms enabling access to Copernicus data and analysis tools |
Cloud operation, access to commercial datasets, efficient connection to Sentinel data |
Advanced use requires payment, limited non-Copernicus datasets |
All SDGs |