Requirements
Stakeholders
Missions
Tools, Services, Derived Products
Infrastructure | Provider(s) | Website | Description | Strengths | Limitations | Focus |
---|---|---|---|---|---|---|
Google Earth Engine | 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 |