极地海冰临近临界点时的优化控制

IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES npj Climate and Atmospheric Science Pub Date : 2024-11-26 DOI:10.1038/s41612-024-00768-1
Parvathi Kooloth, Jian Lu, Craig Bakker, Derek DeSantis, Adam Rupe
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引用次数: 0

摘要

随着气候变暖的加剧,地球系统的若干组成部分极有可能发生快速、不可逆转的质变或 "倾覆"。因此,有必要研究阻止甚至逆转跨越临界点的可行性。在这里,我们研究了一个理想化的地球气候能量平衡模型(EBM)的反馈控制,该模型表现出 "小冰帽 "不稳定性,在温室气体强迫增加的情况下会迅速过渡到无冰气候。我们开发了不同强迫情景下 EBM 的最优控制策略,以逆转海冰损失,同时最大限度地降低成本。该系统的控制是可以实现的,但一旦系统倾斜,成本几乎会翻两番。虽然热惯性可能会延迟倾覆,导致临界强迫阈值的超调,但一旦倾覆发生,这种回旋余地会导致所需的控制急剧上升。此外,我们还发现,最佳控制在极区是局部的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Optimal control of polar sea-ice near its tipping points
Several Earth system components are at a high risk of undergoing rapid, irreversible qualitative changes or “tipping” with increasing climate warming. It is therefore necessary to investigate the feasibility of arresting or even reversing the crossing of tipping thresholds. Here, we study feedback control of an idealized energy balance model (EBM) for Earth’s climate, which exhibits a “small icecap” instability responsible for a rapid transition to an ice-free climate under increasing greenhouse gas forcing. We develop an optimal control strategy for the EBM under different forcing scenarios to reverse sea-ice loss while minimizing costs. Control is achievable for this system, but the cost nearly quadruples once the system tips. While thermal inertia may delay tipping, leading to an overshoot of the critical forcing threshold, this leeway comes with a steep rise in requisite control once tipping occurs. Additionally, we find that the optimal control is localized in the polar region.
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来源期刊
npj Climate and Atmospheric Science
npj Climate and Atmospheric Science Earth and Planetary Sciences-Atmospheric Science
CiteScore
8.80
自引率
3.30%
发文量
87
审稿时长
21 weeks
期刊介绍: npj Climate and Atmospheric Science is an open-access journal encompassing the relevant physical, chemical, and biological aspects of atmospheric and climate science. The journal places particular emphasis on regional studies that unveil new insights into specific localities, including examinations of local atmospheric composition, such as aerosols. The range of topics covered by the journal includes climate dynamics, climate variability, weather and climate prediction, climate change, ocean dynamics, weather extremes, air pollution, atmospheric chemistry (including aerosols), the hydrological cycle, and atmosphere–ocean and atmosphere–land interactions. The journal welcomes studies employing a diverse array of methods, including numerical and statistical modeling, the development and application of in situ observational techniques, remote sensing, and the development or evaluation of new reanalyses.
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