BigDataCube

News


BigDataCube Results

The BigDataCube project has been successful in establishing powerful datacube services on CODE-DE with timeseries over Sentinel 2, Sentinel 1 GRD, and value adding sea state and wind speed, produced with DLR's SAINT tool. Close to a Petabyte of datacubes is available via OGC datacube services.

DLR, though, has decided to discontinue the rasdaman service despite its success and replace it with an initial-stage datacube prototype instead. Hence, the datacube service currently advertised on CODE-DE is NOT based on rasdaman. Among the shortcomings of that service is that it only supports WCS 1 which is deprecated since many years, known as not interoperable, and not supported by most current tools. The rasdaman engine, on the other h


BigDataCube Service & Demos

The BigDataCube service has been fully established at CODE-DE on all Sentinel 2 (L1C and L2A) products, Sentinel 1 GRD over Germany, and Sentinel 1 GRD over the North Sea (sea state and wind speed products produced with DLR's SAINT tool). Altogether, around 400 TB of data are available via OGC datacube services (WCS, WCPS, WMS).

We invite you to check out the demos for a taste of the various datacube analytics capabilities. Starting with the Jupyter notebook is recommended to get a high level overview along with a tutorial-like walk-through; while it contains some Python code, knowledge of Python is not really necessary to follow the contents.


CODE-DE Datacube Precursor Available

While CODE-DE is preparing infrastructure the CODE-DE Datacube Precursor service has been released by Constructor University and rasdaman GmbH. Based on sample Sentinel 1 and 2 timeseries it offers a rich set of OGC standards conformant access, formatting, filtering, processing, and general analytics functionality.
Update: with the availability of the CODE-DE Datacube service the precursor service has been shut down.


BigDataCube kick-off meeting

The BigDataCube project has kicked off, aiming to develop flexible and scalable services for massive spatio-temporal Earth Observation data. Project coordinator, Constructor University Bremen, invited the joint research consortium, consisting of rasdaman GmbH (Bremen) , cloudeo AG (Munich) and DLR (Deutsches Zentrum für Luft- und Raumfahrt) ...


Technology


BigDataCube employs the multi-award-winning pioneer Array Database system, rasdaman, which enables "any query, any time, on any size" on massive n-D datacubes.

Spatio-temporal sensor, image, simulation, and statistics datacubes

Optimization, Parallelization

Federation

Heterogeneous hardware support

Partners


Internationally recognized experts are teaming up for developing the next generation of services:

 

The Large-Scale Scientific Information Systems research group at Constructor University has worldwide reputation in Array Databases and is actively shaping OGC, ISO, and INSPIRE datacube standards.

 

rasdaman GmbH is technology leader in high-performance Array Databases for serving datacubes and shaper of datacube standards, with Constructor University.

 

cloudeo is a leading specialist in scalable geo-infrastructure, bringing together data, software and processing power with its GeoMarketplace as one-stop shop for GeoServices.

 

The Maritime Safety and Security Lab of the DLR Earth Observation Center (EOC) has special expertise in EO-based near-real-time ocean condition assessment. In BigDataCube, DLR provides maritime wind and sea state products.

BigDataCube project team




Photo: Heike Hoenig (rasdaman GmbH)

The BigDataCube project team
(from left to right):

  • Stefan Wiehle (DLR)
  • Dr. Ursula Benz (cloudeo AG)
  • Dimitris Bellos (cloudeo AG)
  • Simon Tzvetanov (cloudeo AG)
  • Vlad Merticariu (Constructor University, rasdaman GmbH)
  • Dr. Sven Constructoren (DLR)
  • Brennan Bell (Constructor University)
  • Bang Pham Huu (Constructor University)
  • Dimitar Misev (Constructor University, rasdaman GmbH)
  • Prof. Dr. Peter Baumann (rasdaman GmbH, Constructor University)

Contact


Dimitar Misev (Coordinator)

  • Constructor University & rasdaman GmbH
  • misev@rasdaman.com

Prof. Dr. Peter Baumann

  • Constructor University & rasdaman GmbH
  • baumann@rasdaman.com

Dr. Ursula Benz

  • cloudeo AG
  • dbellos@cloudeo.group

Dr. Sven Jacobsen

  • DLR
  • sven.jacobsen@dlr.de
News
  • Contact