利用区块链技术增强数据驱动环境科学研究中的数据完整性。

IF 11.3 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Xiangyu Li, Yuming Huang, Yifei Liu, Huixuan Yi, Linqian Li, Yuehan Wu, Xiao Zhang, Xuezhi Yang, Yongfeng Lin, Dawei Lu* and Guibin Jiang, 
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引用次数: 0

摘要

确保数据完整性对于环境研究至关重要,特别是在数据驱动的时代,然而数据泄露仍然是一个持续的挑战,而且仍然缺乏有效的技术解决方案。为了解决这个问题,我们开发了一个定制的基于区块链的全流程环境数据管理系统(BSDMS),根据环境数据完整性需求量身定制。通过利用加密算法,BSDMS确保整个研究过程中的数据不变性和可追溯性。该系统可在http://www.bsdms.org上公开访问,供全球使用。与传统的区块链系统不同,BSDMS采用特定于项目的有限分布式存储模型,以平衡数据安全性和未发布环境数据的机密性。我们通过数据传输、处理和存储三种场景测试验证了它的有效性,展示了它在环境科学领域确保可追溯性、防止篡改和抵御恶意攻击的能力。此外,对179名研究人员的绩效评估强调了其为同行评审和发表提供可验证、防篡改数据的潜力。总体而言,BSDMS提高了环境研究的透明度、可重复性和问责性,确保了环境科学研究中数据使用的监督和道德合规。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Enhancing Data Integrity in Data-Driven Environmental Science Research through Blockchain Technology

Enhancing Data Integrity in Data-Driven Environmental Science Research through Blockchain Technology

Ensuring data integrity is crucial for environmental research, particularly in the data-driven era, yet breaches remain a persistent challenge, and effective technical solutions are still lacking. To address this, we have developed a customized blockchain-based full-process environmental data management system (BSDMS) tailored to environmental data integrity needs. By leveraging encryption algorithms, BSDMS ensures data immutability and traceability throughout the research process. The system is publicly accessible at http://www.bsdms.org for global use. Unlike conventional blockchain systems, BSDMS employs a project-specific, limited distributed storage model that balances data security and the confidentiality of unpublished environmental data. We validated its effectiveness through three scenario tests─data transmission, processing, and storage─demonstrating its ability to ensure traceability, prevent tampering, and resist malicious attacks in environmental science. Additionally, performance evaluations across 179 researchers highlight its potential for providing verifiable, tamper-proof data for peer review and publication. Overall, BSDMS enhances transparency, reproducibility, and accountability in environmental research, ensuring the oversight and ethical compliance of data usage in environmental science research.

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来源期刊
环境科学与技术
环境科学与技术 环境科学-工程:环境
CiteScore
17.50
自引率
9.60%
发文量
12359
审稿时长
2.8 months
期刊介绍: Environmental Science & Technology (ES&T) is a co-sponsored academic and technical magazine by the Hubei Provincial Environmental Protection Bureau and the Hubei Provincial Academy of Environmental Sciences. Environmental Science & Technology (ES&T) holds the status of Chinese core journals, scientific papers source journals of China, Chinese Science Citation Database source journals, and Chinese Academic Journal Comprehensive Evaluation Database source journals. This publication focuses on the academic field of environmental protection, featuring articles related to environmental protection and technical advancements.
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