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Towards Democratized Flood Risk Management: An Advanced AI Assistant Enabled by GPT-4 for Enhanced Interpretability and Public Engagement

delete2025-12-12
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OA
AI
R
Rafaela Martelo
K
Kimia Ahmadiyehyazdi
R
Ruo‐Qian Wang
DOI:10.1016/j.envsoft.2025.106821delete
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Abstract

Abstract

En 中文
• An AI Assistant was developed using GPT-4 to enhance flood risk interpretability and engagement. • Real-time flood warnings, maps, and social vulnerability data were integrated into a framework. • Complex flood information was translated into actionable advice for public and decision-makers. • The Assistant's performance was evaluated on relevance, error resilience, and context accuracy. • Flood risk management was advanced by democratizing access to social and environmental data.
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Journal

E
Environmental Modelling and Software
IF:
4.6
Papers:
511
Citations:
1.8W

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M
m university
Scholars:
1.3K
Papers: 619
Citations: 1
R
Rutgers University
Scholars:
1.3K
Papers: 683
Citations: 4.9W
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