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人工智能驱动的参与式环境管理:创新、应用及未来前景。

AI-driven participatory environmental management: Innovations, applications, and future prospects.

作者信息

R C Santos Márcia, Cagica Carvalho Luísa

机构信息

Universidade Lusófona, Lisboa, Portugal; CETRAD Research Centre, Portugal; Instituto Universitário de Lisboa (ISCTE-IUL), Business Research Unit (BRU-IUL), Lisboa, Portugal.

Department of Economics and Management, School of Business and Administration, and Resilience, Setúbal Polytechnic University, Setúbal, Portugal.

出版信息

J Environ Manage. 2025 Jan;373:123864. doi: 10.1016/j.jenvman.2024.123864. Epub 2025 Jan 2.

Abstract

The rapid advancement of Artificial Intelligence (AI) presents unprecedented opportunities for participatory environmental management. This paper explores the integration of AI technologies into participatory approaches, which engage diverse stakeholders in environmental decision-making processes. Using artificial intelligence, a corpus of 80 papers was compiled and subsequently analyzed with text mining tools. By identifying and systematizing academics' contributions to knowledge about AI-driven tools, this study also discusses the challenges and ethical considerations inherent in AI deployment, emphasizing the need for transparent, equitable, and accountable AI systems. Looking ahead, we outline future prospects for AI in participatory environmental management, focusing on the potential for AI to foster adaptive management strategies, enhance stakeholder collaboration, and support sustainable development goals.

摘要

人工智能(AI)的迅速发展为参与式环境管理带来了前所未有的机遇。本文探讨了将人工智能技术融入参与式方法,使不同利益相关者参与环境决策过程。利用人工智能,编制了一个包含80篇论文的语料库,并随后使用文本挖掘工具进行了分析。通过识别和系统化学者对人工智能驱动工具知识的贡献,本研究还讨论了人工智能部署中固有的挑战和伦理考量,强调了透明、公平和可问责的人工智能系统的必要性。展望未来,我们概述了人工智能在参与式环境管理中的未来前景,重点关注人工智能促进适应性管理策略、加强利益相关者合作以及支持可持续发展目标的潜力。

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