气候变化下缓解战略对含水层可持续性的效力

IF 25.7 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Chetan Sharma, Hakan Başağaoğlu, Icen Yoosefdoost, Adrienne Wootten, Debarati Chakraborty-Reddy, F. Paul Bertetti, Ali Mirchi, Debaditya Chakraborty
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引用次数: 0

摘要

地下水系统在确保粮食和水安全,同时维持重要生态系统功能方面发挥着关键作用。然而,许多全球含水层的枯竭引起了人们对地下水抽取和环境流动的可持续性的关注。尽管努力减缓这种下降,但在证明这些措施的有效性方面仍然存在显著差距。我们的研究重点是德克萨斯州的喀斯特爱德华兹含水层系统,以评估当前的缓解策略如何有效地保护地下水水位和泉水流量,这对生物多样性和水安全至关重要。利用反事实人工智能,我们解决了一个关键问题:“如果没有缓解措施,会发生什么,可能会发生什么?”这种方法对中排放和高排放气候情景下的历史影响和未来预测提供了深刻的见解。通过模拟在没有这些缓解措施的情况下可能发生和可能发生的情况,我们的方法提供了对地下水管理战略的现实效益的有力分析,强调了它们在增强气候适应能力和确保含水层可持续性方面的作用。缓解政策对抵消含水层耗竭至关重要,但衡量其成效可能很困难。采用人工智能的反事实方法可以为缓解政策的效力提供新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Efficacy of mitigation strategies for aquifer sustainability under climate change

Efficacy of mitigation strategies for aquifer sustainability under climate change
Groundwater systems play a pivotal role in ensuring food and water security while maintaining vital ecosystem functions. The depletion of numerous global aquifers, however, raises concerns regarding the sustainability of groundwater withdrawals and environmental flows. Despite efforts to mitigate this decline, there remains a striking gap in proving the effectiveness of these measures. Our research focuses on the karstic Edwards Aquifer system in Texas to assess how effectively current mitigation strategies are protecting groundwater levels and spring flows, which are essential for biodiversity and water security. Using counterfactual artificial intelligence, we address the critical question: ‘What would have happened and may happen in the absence of the mitigation measures?’. This approach offers deep insights into both historical impacts and future projections under intermediate- and high-emission climate scenarios. By simulating what might have happened and could happen in the future without these mitigation measures, our approach provides a robust analysis of the real-world benefits of groundwater management strategies, highlighting their role in enhancing climate resilience and ensuring the sustainability of aquifers. Mitigation policy is critical for counteracting aquifer depletion, but measuring its success can be difficult. A counterfactual approach employing artificial intelligence can provide novel insights into the efficacy of mitigation policies.
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来源期刊
Nature Sustainability
Nature Sustainability Energy-Renewable Energy, Sustainability and the Environment
CiteScore
41.90
自引率
1.10%
发文量
159
期刊介绍: Nature Sustainability aims to facilitate cross-disciplinary dialogues and bring together research fields that contribute to understanding how we organize our lives in a finite world and the impacts of our actions. Nature Sustainability will not only publish fundamental research but also significant investigations into policies and solutions for ensuring human well-being now and in the future.Its ultimate goal is to address the greatest challenges of our time.
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