用AI助力哥伦比亚及热带地区生物多样性保护与可持续利用
Inteligencia Artificial para la conservación y uso sostenible de la biodiversidad, una visión desde Colombia (Artificial Intelligence for conservation and sustainable use of biodiversity, a view from Colombia)
- 基于哥伦比亚本地经验,梳理AI在物种识别、生态建模等场景的应用思路
- 总结自动识别、虚拟生物勘探等技术在实际保护中的应用成效与局限
- 为科研人员与决策者提供伦理合规的AI落地指南,适合关注区域生态保护者
人工智能(AI)的兴起与日益严峻的生物多样性危机共同催生了一个新研究领域:利用基于AI的计算方法辅助自然保护和自然资源的可持续管理。尽管全球已形成一些通用指导原则,但各地区需结合本地现实开展针对性思考。本文聚焦哥伦比亚及新热带地区,总结2023至2024年在洪堡研究所举办的系列研讨成果。通过展示图像与声学数据的自动物种识别、物种分布建模、体外生物勘探等实际应用案例,揭示其潜力与挑战。文章分析了技术实施中的限制因素,并提出推动AI在新热带地区成功落地的关键路径。目标是为研究人员、政策制定者和生物资源管理者提供实用参考,促进AI在保护策略中的有效融合,同时倡导建立负责任、合乎伦理的本地化政策框架,确保技术红利不损害生态系统与文化价值。
原文摘要 · Abstract (English)
The rise of artificial intelligence (AI) and the aggravating biodiversity crisis have resulted in a research area where AI-based computational methods are being developed to act as allies in conservation, and the sustainable use and management of natural resources. While important general guidelines have been established globally regarding the opportunities and challenges that this interdisciplinary research offers, it is essential to generate local reflections from the specific contexts and realities of each region. Hence, this document aims to analyze the scope of this research area from a perspective focused on Colombia and the Neotropics. In this paper, we summarize the main experiences and debates that took place at the Humboldt Institute between 2023 and 2024 in Colombia. To illustrate the variety of promising opportunities, we present current uses such as automatic species identification from images and recordings, species modeling, and in silico bioprospecting, among others. From the experiences described above, we highlight limitations, challenges, and opportunities for in order to successfully implementate AI in conservation efforts and sustainable management of biological resources in the Neotropics. The result aims to be a guide for researchers, decision makers, and biodiversity managers, facilitating the understanding of how artificial intelligence can be effectively integrated into conservation and sustainable use strategies. Furthermore, it also seeks to open a space for dialogue on the development of policies that promote the responsible and ethical adoption of AI in local contexts, ensuring that its benefits are harnessed without compromising biodiversity or the cultural and ecosystemic values inherent in Colombia and the Neotropics.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。