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Blockchain application in remote sensing big data management and production

Blockchain application in remote sensing big data management and production

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The rise of blockchain technology provides new ideas for remote sensing big data management and production and overcomes challenges to data tampering detection, process recording, process accuracy evaluation, and private data protection. The introduction of blockchain technology into remote sensing big data management and production will surely give full play to the value of remote sensing data sources and provide increasingly credible decision -making knowledge for global change research. Therefore, we carried out a prospective study on blockchain-based strategies for remote sensing big data management and product generation. Specifically, we proposed remote sensing big data management rules for metadata entering chain, image files remaining in the original storage, and watermarking to maintain consistency on -chain and off -chain. In addition, we established the UMNI to solve the problem of heterogeneous metadata in multisource data integration and constructed a data block structure containing metadata identification, image encryption paths, and other information. We proposed technical solutions for multisource remote sensing data integration, chain entry, and sharing and established the specific steps and technical details of the blockchain-based product production. Finally, we constructed a logical blockchain-based system serving remote sensing big data management and product generation under a multi -satellite data center scenario.

Chapter Contents:

  • 12.1 Introduction
  • 12.2 Challenges in remote sensing big data management and production
  • 12.3 Blockchain-based remote sensing big data management
  • 12.3.1 Distributed data integration
  • 12.3.1.1 Metadata standardization
  • 12.3.1.2 Metadata integration
  • 12.3.1.3 Metadata identification establishment
  • 12.3.2 Data entering blockchain
  • 12.3.2.1 Entry steps
  • 12.3.2.2 Structure of the data block
  • 12.3.3 Distributed data storage and digital watermarking
  • 12.3.4 Data sharing
  • 12.4 Blockchain-based remote sensing big data production
  • 12.4.1 Advantages
  • 12.4.2 Implementation process
  • 12.5 Blockchain-based remote sensing big data management and production system
  • 12.6 Conclusions
  • References

Inspec keywords: Big Data; remote sensing; geophysical image processing

Other keywords: multisource data integration; heterogeneous metadata; image files; multisatellite data center scenario; image encryption paths; remote sensing Big Data management; blockchain application; UMNI; metadata entering chain

Subjects: Optical, image and video signal processing; Instrumentation and techniques for geophysical, hydrospheric and lower atmosphere research; Computer vision and image processing techniques; Geophysical techniques and equipment; Data and information; acquisition, processing, storage and dissemination in geophysics; Geography and cartography computing; Other DBMS

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