A Blockchain Solution for Remote Sensing Data Management Model
Source abstract
Abstract
A large number of raw data collected by satellites are processed by the production chain to obtain a large number of product data, of which the secure exchange and storage is of interest to researchers in the field of remote sensing information science. Authentic, secure data provide a critical foundation for data analysis and decision-making. Traditional centralized cloud computing systems are vulnerable to attack and, once the central server is successfully attacked, all data will be lost. Distributed ledger technology (DLT) is an innovative computer technology that can ensure information security and traceability, is tamper-proof, and can be applied to the field of remote sensing. Although there are many advantages to using DLT in remote sensing applications, there are some obstacles and limitations to its application. Remote sensing data have the characteristics of a large data volume, a spatiotemporal nature, global scale, and so on, and it is difficult to store and interconnect remote sensing data in the blockchain. To address these issues, this paper proposes a trustworthy and decentralized system using blockchain technology. The novelty of this paper is the proposal of a multi-level blockchain architecture in which the system collects remote sensing data and stores them in the Interplanetary File System (IPFS) network; after generating the IPFS hash, the network rehashes the value again and uploads it on the Ethereum chain for public query. The distributed data storage improves data security, supports the secure exchange of information, and improves the efficiency of data management.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Blockchain Technology Applications and Security · IoT and Edge/Fog Computing · Cloud Data Security Solutions
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Computer Information and Science, Centre for Research and Innovation in Software Engineering, Southwest University, Chongqing 400715, China
Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
Funding
National Key R&D Program of China
References (40)
Show source-provided references
1. Development and trend of Earth observation data sharing
2. (2023, May 23). Gscloud. Geospatial Data Cloud. Available online: http://www.gscloud.cn.
3. (2023, May 23). Sasclouds. Natural Resources Satellite Remote Sensing Cloud Service Platform. Available online: http://sasclouds.com/chinese/home.
4. Eurpean Space Agency(ESA) (2023, May 23). Copernicus Open Access Hub. Available online: https://scihub.copernicus.eu/.
5. Nakamoto, S. (2023, May 23). Bitcoin: A Peer-to-Peer Electronic Cash System. Available online: https://bitcoin.org/bitcoin.pdf.
6. (2023, May 23). OGC DWG. Available online: https://www.ogc.org/projects/groups/bdltdwg.
7. Eurpean Space Agency (ESA) (2023, May 23). Blockchain and Earth Observation. Available online: https://eo4society.esa.int/wp-content/uploads/2019/04/Blockchain-and-Earth-Observation_White-Paper-April-2019.pdf.
8. Mandl, D. (2023, May 23). Bitcoin, Blockchains and Efficient Distributed Spacecraft Mission Control, Available online: https://ntrs.nasa.gov/api/citations/20170009470/downloads/20170009470.pdf.
9. Pincheira, M., Donini, E., Giaffreda, R., and Vecchio, M. (2020, January 22–26). A Blockchain-Based Approach To Enable Remote Sensing Trusted Data. Proceedings of the IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), Santiago, Chile.10.1109/LAGIRS48042.2020.9165589 ↗
10. Geospatial Blockchain: Review of decentralized geospatial data sharing systems
11. (2023, May 23). FOAM. FOAM. The Consensus Driven Map of the World. Available online: https://foam.space/publicAssets/FOAM_Whitepaper.pdf.
12. Leka, E., Lamani, L., Selimi, B., and Deçolli, E. (2019, January 20–24). Design and Implementation of Smart Contract: A Use Case for Geo-Spatial Data Sharing. Proceedings of the 2019 42nd International Convention on Information and Communication Technology, Electron, Microelectron (MIPRO), Opatija, Croatia.10.23919/MIPRO.2019.8757159 ↗
13. Towards geospatial blockchain: A review of research on blockchain technology applied to geospatial data10.5194/agile-giss-3-71-2022 ↗
14. A New Approach to Land Registry System in Turkey: Blockchain-Based System Proposal10.14358/PERS.86.11.701 ↗
15. Khatri, Y. (2023, May 23). IBM Blockchain Assists Groundwater Pilot in Drought-Prone California. Available online: https://www.coindesk.com/ibm-blockchain-assists-groundwater-pilot-in-drought-prone-california.
16. A Novel Architecture of Air Pollution Measurement Platform Using 5G and Blockchain for Industrial IoT Applications10.1016/j.procs.2019.08.105 ↗
17. Torun, A. (2023, May 23). Hierarchical Blockchain Architecture for a Relaxed Hegemony on Cadastre Data Management and Update: A Case Study for Turkey. Uctea International Geographical Information Systems Congress. Available online: https://www.researchgate.net/publication/321485252_Hierarchical_Blockchain_Architecture_for_a_Relaxed_Hegemony_on_Cadastre_Data_Management_and_Update_A_Case_Study_for_Turkey.
18. A discussion of blockchain application in the intellectual property protection of geological big data
19. MapReduce functions to remote sensing distributed data processing—Global vegetation drought monitoring as example10.1002/spe.2578 ↗
20. Jing, G.F. (2020). Analysis on Remote Sensing Credibility and Trusted System Interoperability. Remote Sens. Inf., 35.
21. (2023, May 23). BIP. Bitcoin Improvement Proposals. Available online: https://github.com/bitcoin/bips.
22. COTI (2023, May 23). Currency of the Internet. Available online: https://github.com/coti-io.
23. Wasim, M.U., Ibrahim, A.A.Z.A., Bouvry, P., and Limba, T. (2017, January 9–11). Law as a service (LaaS): Enabling legal protection over a blockchain network. Proceedings of the 2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT, Irbid/Amman, Jordan.10.1109/HONET.2017.8102214 ↗
24. Transaction regulatory research on double-chain blockchain
25. Xie, C., Sun, Y., and Luo, H. (2017, January 10–11). Secured data storage scheme based on block chain for agricultural products tracking. Proceedings of the 2017 3rd International Conference on Big Data Computing and Communications, Chengdu, China.10.1109/BIGCOM.2017.43 ↗
26. A double-blockchain solution for agricultural sampled data security in Internet of Things network10.1016/j.future.2020.12.007 ↗
27. Chen, S., Yang, L., Zhao, C., Varadarajan, V., and Wang, K. (2020). Double-Blockchain Assisted Secure and Anonymous Data Aggregation for Fog-Enabled Smart Grid. Engineering, 8.10.1016/j.eng.2020.06.018 ↗
28. Optimized model of dual-chain storage of food supply chain data based on blockchain
29. Wood, G. (2023, May 23). Polkadot: Vision for a Heterogeneous Multi-Chain Framework. White Paper. Available online: https://polkadot.network/PolkaDotPaper.pdf.
30. (2023, May 23). Multichain. Available online: http://www.multichain.com/.
31. Parallel blockchain: Concept, methods and issues
32. Tsai, W.T., Blower, R., Zhu, Y., and Yu, L. (April, January 29). A system view of financial blockchains. Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), Oxford, UK.10.1109/SOSE.2016.66 ↗
33. Multi-blockchain application technology for agricultural products transaction
34. Hoffman, A., Becerril-Blas, E., Moreno, K., and Kim, Y. (2020, January 6–8). Decentralized security bounty management on blockchain and IPFS. Proceedings of the 2020 10th Annual Computing and Communication Workshop and Conference, Las Vegas, NV, USA.10.1109/CCWC47524.2020.9031109 ↗
35. Reen, G., Mohandas, M., and Venkatesan, S. (2019, January 6–8). Decentralized patient centric e-Health record management system using blockchain and IPFS. Proceedings of the 2019 IEEE Conference on Information and Communication Technology, Allahabad, India.10.1109/CICT48419.2019.9066212 ↗
36. IPFS enabled blockchain for smart cities
37. A Big Data Provenance Model for Data Security Supervision Based on PROV-DM10.1109/ACCESS.2020.2975820 ↗
38. (2023, May 23). Remix. Remix—Ethereum IDE. Available online: https://remix.ethereum.org.
39. Krichen, M., Lahami, M., and Al–Haija, Q.A. (2022, January 11–13). Formal Methods for the Verification of Smart Contracts: A Review. Proceedings of the 2022 15th International Conference on Security of Information and Networks (SIN), Sousse, Tunisia.10.1109/SIN56466.2022.9970534 ↗
40. Abdellatif, T., and Brousmiche, K. (2018, January 26–28). Formal Verification of Smart Contracts Based on Users and Blockchain Behaviors Models. Proceedings of the 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS), Paris, France.10.1109/NTMS.2018.8328737 ↗