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Capturing ideas and snippets of information about cloud analytics.
Building blocks
(as this list grows, we should split it into specs, libraries, etc.)
- xarray - toolkit for analytics on multi-dimensional arrays for pandas
- Common Data Model - Unidata's abstract data model for scientific datasets, merges netCDF, HDF5, and OPeNDAP data models
- Cloud Optimized GeoTIFF - GeoTIFF with internal organization that enables more efficient workflows on the cloud via HTTP GET range requests
- SpatioTemporal Asset Catalog - expose Earth observation data as spatiotemporal asset catalogs (possible on-the-fly catalog for cloud pipelines?)
- OpenAPI initiative - standardizing how to describe REST APIs (based on swagger)
- WCS 2.0 - multi-dimensional coverage data access over the Internet
- WPS 2.0 - rules for standardizing inputs and outputs for geospatial processing services
- OPenDAP - discipline-neutral means of requesting and providing data across the World Wide Web
- EO JSON - a number of efforts to develop JSON specs for coverage data
- PyTables - built on top of the HDF5 library, tool for interactively browsing, processing and searching very large amounts of data
References / Links
- Cumulus - Cloud-based data ingest, archive, distribution and management system for EOSDIS