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Geo at Platform Scale

Meta Trend

Software Development and Patterns

Title

Geo at Platform Scale

Description

Today’s networked platforms are able to achieve massive success by simply connecting producers and consumers. A platform allows for alignment of incentives of producers and consumers, vastly increasing the products created and then allowing quality control through curation and reputation management. Users of the platform should be able to pull raw information and easily produce their own GEO data and insights, then and contribute those back to the same repository for further analysis. (Chris Holmes, Christopher Tucker, Ben Tuttle). [1]

What is new or emerging?

Cloud computing, containers and other big data technologies are now widespread and standardized commodities. Big Data analytics on these computing technologies are have made disruptive leaps, e.g., Macine Learning

Why might it matter?

Cloud analytics provided by platform scale enable application of geospatial data, in particular Earth Observation data, on a scale with unseen before efficiency.

Horizon

Next: Geo Platforms have been built and are operational with a variety of functions, components and interfaces. Standardization activities are underway that will enable reuse of valuable platform patterns and interoperabilty between platforms [3].

Impact

Disruptive: The combination of cloud computing, platform scale and machine learning provides data products that will establish new data markets. This is a long anticipated leap in remote sensing from providing images/pixels to providing information.

Gartner Hype Curve phase

Technology Readiness Level

Currently no OGC implementation activities.

Discussion Issue

Discussion of Trend on GitHub

References

1. GEOINT at Platform Scale

2. Generalizing a Data Analysis Pipeline in the Cloud to Handle Diverse Use Cases in NASA’s EOSDIS

3. OGC seeks public comment on new Earth Observation Exploitation Platform Domain Working Group

4. Big Geospatial Data – an OGC White Paper

Examples

URL to technology implementation examples

Geospatial Tech Category

OGC Working Groups

OGC Big Data DWG.

OGC EO Exploitation DWG - being formed [3].