Free data! 3. *Price is calculated on âaverage countryâ level â 100.000 sq.km ... Other data. Open EO data - Senti
Panel 1.1 Widening the use of Copernicus data
Miha Kadunc, Sinergise
[email protected]
Satellite imagery has proven useful long ago
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Free data!
*Price is calculated on “average country” level – 100.000 sq.km 3
Large volume of data
3 000 scenes per day
846 801 scenes
2 TB per day and growing
383 312 333 031 318 pixels (as of 31st of August 2016)
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Traditional ways of working with EO data
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Large volume of data
3 000 scenes per day
846 801 scenes
2 TB per day and growing
383 312 333 031 318 pixels (as of 31st of August 2016)
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Platforms
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World of services Open EO data - Sentinel-1, Sentinel-2, Landsat, etc. WMTS
WMS WCS Commercial EO data
API
CDIAS – Copernicus Big Data Platform Vegetation state Aerial imagery (drone, plane) WMTS
WMS Other data
WCS
AtCor
Classification
API
Other data platform
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On-the-fly processing
computing power is becoming cheaper than storage
avoid pre-processing whenever possible • non-flexible (any change requires re-processing) • vast majority of data is never used (we do not know,
which)
process when user requests something
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On-the-fly processing – it can be done
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Solutions for end users Open EO data - Sentinel-1, Sentinel-2, Landsat Cadastre
Disaster response
Agriculture
Commercial EO data – WorldWind, GeoEye,... Defence
Insurance
Aerial imagery (drone, plane) Land Change
Drought monitoring
Other raster data ...
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Open EO data - Sentinel-1, Sentinel-2, Landsat, etc. WMTS
WMS WCS Commercial EO data
API
Warning CDIAS – Copernicus Big Data Platform
Aerial imagery (drone, plane)
Vegetation state
WMTS
WMS Other data
WCS API
Other data platform
AtCor Classification 12
Conclusion
simple, reusable machine-to-machine services • wherever possible, standard interface (e.g. OGC)
on-the-fly processing
machine learning
actual use-cases for final users
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Thank you
Visit Sentinel Hub www.sentinel-hub.com
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