利用人工智能促进非洲气候韧性:挑战、机遇与协作的必要性
Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration
AI总结:
本文探讨AI在非洲气候适应与减缓中的作用,指出数据、基础设施和本地能力挑战,并主张通过协作建设能力、开源数据与情境化AI方案提升气候韧性。
摘要:
随着气候变化问题日益紧迫,其在非洲的影响迫切需要针对该大陆独特挑战的创新解决方案。尽管人工智能(AI)正成为适应和减缓气候变化的关键宝贵工具,但其有效性与潜力取决于能否克服数据稀缺、基础设施缺口以及本地AI发展有限等重大挑战。本立场论文探讨了AI在非洲气候变化适应与减缓中的作用,倡导采用协作方法来建设能力、开发开源数据存储库,并创建具有文化与情境相关性、情境感知且稳健的AI驱动气候解决方案。
英文摘要:
As climate change issues become more pressing, their impact in Africa calls for urgent, innovative solutions tailored to the continent's unique challenges. While Artificial Intelligence (AI) emerges as a critical and valuable tool for climate change adaptation and mitigation, its effectiveness and potential are contingent upon overcoming significant challenges such as data scarcity, infrastructure gaps, and limited local AI development. This position paper explores the role of AI in climate change adaptation and mitigation in Africa. It advocates for a collaborative approach to build capacity, develop open-source data repositories, and create context-aware, robust AI-driven climate solutions that are culturally and contextually relevant.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。