Social media data for disaster risk management and research

IF 4.2 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY International journal of disaster risk reduction Pub Date : 2024-11-01 DOI:10.1016/j.ijdrr.2024.104980
Dmitry Erokhin, Nadejda Komendantova
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Abstract

The rise of social media has revolutionized disaster risk reduction (DRR) by offering real-time, large-scale data collection and fostering dynamic community engagement. This study explores the potential of social media analytics as a vital resource in understanding population responses during disasters. By harnessing social media data, researchers and policymakers can gain insights into public sentiment, immediate needs, and reactions to risk reduction measures. The study presents case studies on major disasters, including earthquakes and pandemics, demonstrating the efficacy and challenges of social media as a tool for DRR. Despite its advantages, such as immediacy and broad reach, the study addresses significant concerns like data accuracy, privacy, and misinformation. Drawing from the Horizon Europe initiatives, this research offers a comprehensive analysis of how social media can enhance disaster preparedness and response, while proposing future avenues for optimizing the integration of social media data in DRR strategies.
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用于灾害风险管理和研究的社交媒体数据
社交媒体的兴起为降低灾害风险(DRR)带来了革命性的变化,它提供了实时、大规模的数据收集,并促进了动态的社区参与。本研究探讨了社交媒体分析作为了解灾害期间人口响应的重要资源的潜力。通过利用社交媒体数据,研究人员和政策制定者可以深入了解公众情绪、迫切需求以及对降低风险措施的反应。本研究介绍了有关地震和大流行病等重大灾害的案例研究,展示了社交媒体作为减灾工具的功效和挑战。尽管社交媒体具有即时性和覆盖面广等优势,但本研究也探讨了数据准确性、隐私和错误信息等重大问题。这项研究借鉴了地平线欧洲计划,对社交媒体如何加强备灾和救灾工作进行了全面分析,同时提出了在减灾战略中优化整合社交媒体数据的未来途径。
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来源期刊
International journal of disaster risk reduction
International journal of disaster risk reduction GEOSCIENCES, MULTIDISCIPLINARYMETEOROLOGY-METEOROLOGY & ATMOSPHERIC SCIENCES
CiteScore
8.70
自引率
18.00%
发文量
688
审稿时长
79 days
期刊介绍: The International Journal of Disaster Risk Reduction (IJDRR) is the journal for researchers, policymakers and practitioners across diverse disciplines: earth sciences and their implications; environmental sciences; engineering; urban studies; geography; and the social sciences. IJDRR publishes fundamental and applied research, critical reviews, policy papers and case studies with a particular focus on multi-disciplinary research that aims to reduce the impact of natural, technological, social and intentional disasters. IJDRR stimulates exchange of ideas and knowledge transfer on disaster research, mitigation, adaptation, prevention and risk reduction at all geographical scales: local, national and international. Key topics:- -multifaceted disaster and cascading disasters -the development of disaster risk reduction strategies and techniques -discussion and development of effective warning and educational systems for risk management at all levels -disasters associated with climate change -vulnerability analysis and vulnerability trends -emerging risks -resilience against disasters. The journal particularly encourages papers that approach risk from a multi-disciplinary perspective.
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