SAR2CUBE

SAR2CUBE – A framework for an efficient setup of SAR imagery in analysis ready data cubes

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SAR2CUBE

One of the biggest entry level hurdles for integrating SAR data into modern earth observation analysis chains, is still the complexity of the data itself. Opposed to optical or multi-spectral data, which relates much more directly to the way human vision works and is hence more natural to interpret, SAR registers signals that are not natural to human senses, both due to the typically sight looking geometry and to the wavelengths of the electromagnetic spectrum in which SAR typically operates. Operating in this very different spectrum, however, gives the SAR signals unique characteristics, which can be extremely beneficial in many observation scenarios. One of the most obvious and often quoted is the ability to see through clouds and hence SAR is providing a more reliable data source in areas that are frequently cloud covered. Another important domain of SAR are the interferometric observations, which allow for detection of terrain movements or the change of signal strength over time and finally polarimetry, which allows for assumptions on the scatter mechanisms in the physical path of the signal. SAR2CUBE as a project foresees the development of a processing chain and prototype implementation for organizing Sentinel-1 SLC data in efficient data cubes, both from the point of view of the data provider and from the point of view of the consumer of the data, in order to foster the uptake of SAR data into everyday processing chains. This comprises three main layers, pre-processing, data cube setup and post processing on the fly. A number of different implementation scenarios are planned to be benchmarked in a performance test suite, including necessary space requirements for hosting the data and speed of access from the user perspective. Finally, three use cases have been defined to test the suitability of the developed SAR data cubes for analysis chains, including analysis of terrain motion with PSI techniques, land cover classification based on interferometric coherence and change detection based on back scatter time series. 

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Publications
openEO API: An introduction to EO cloud computing and applications
Jacob A, Mohr M, Claus M, Campalani P (2023)
Presentation/Speech

Conference: 2023 Taiwan Society for Geographic Information Annual Conference and Symposium | Tainan City | 29.6.2023 - 30.6.2023

openEO use cases at Eurac, the Alpine Drought Observatory and SAR2CUBE
Jacob A (2022)
Presentation/Speech

Conference: EODC Forum 2022 | Vienna | 15.6.2022 - 15.6.2022

More information: https://events.eodc.eu/event/7/timetable/?view=standard

Exploring Time Series of Sentinel-1 Interferometric Coherence in Land Cover Mapping: A Step Forward
Lopez-Sanchez JM, Busquier M, Jacob A, Claus M, Ventura B, Lopez-Martinez C, Yam L, Centolanza G, Farid A, Makhoul E, Engdahl M
(2022)
Presentation/Speech

Conference: ESA Living Planet Symposium 2022 | Bonn | 23.5.2022 - 27.5.2022

More information: http://sincohmap.org/

SAR2CUBE: A Data Cube Concept for Providing Both Interferometric and Intensity Based Products through an Open Source Framework
Jacob A, Claus M, Centolanza G, Moral F, Vicente-Guijalba F, Mougnaud P (2021)
Presentation/Speech

Conference: Fringe 2021 | Online | 31.5.2021 - 4.6.2021

More information: https://youtu.be/WrXiqh1ykbY?t=616

https://hdl.handle.net/10863/17782

GRSS Tutorial: openEO and SAR2CUBE - Bringing SAR processing into the world of cloud computing.
Jacob A, Claus M, Centolanza G (2021)
Presentation/Speech

Conference: Asian Conference on Remote Sensing (ACRS2021) | Can Tho | 22.11.2021 - 24.11.2021

More information: https://www.acrs2021.vn/grss-tutorial

https://hdl.handle.net/10863/19653

SAR2CUBE: A Data Cube Concept for Providing Both Interferometric and Intensity Based Products through an Open Source Framework
Jacob A, Vicente-Guijalba F, Claus M, Zellner PJ, Moral F, Budhwar P, Mougnaud P (2020)
Presentation/Speech

Conference: ESA EO Phi-Week 2020 | online | 28.9.2020 - 2.10.2020

More information: https://www.youtube.com/watch?v=dnrDfLDciGQ

https://hdl.handle.net/10863/17774

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Prateek Budhwar

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