Skillful multiyear prediction of flood frequency along the US Northeast Coast using a high-resolution modeling system

IF 11.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Liping Zhang, Thomas L. Delworth, Vimal Koul, Andrew Ross, Charles Stock, Xiaosong Yang, Fanrong Zeng, Andrew Wittenberg, Jian Zhao, Qinxue Gu, Shouwei Li
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引用次数: 0

Abstract

Using tide gauge (TG) observations, we identify pronounced multidecadal fluctuations in sea level along the US Northeast Coast (USNEC) superimposed on a long-term increasing trend. This multidecadal sea level variability, largely arising from fluctuations in the buoyancy-driven Atlantic meridional overturning circulation (AMOC), substantially modulates the frequency of flood occurrences along the USNEC and serves as a source of multiyear predictability. Using an initialized dynamical downscaling decadal prediction system with a 1/12° ocean resolution, we demonstrate that flood frequency along the USNEC can be predicted on multiyear to decadal timescales. The long-term increasing trend in flood frequency, mainly driven by increasing greenhouse gases and associated radiative forcing changes, can be predicted a decade ahead. Furthermore, detrended flood frequency along the USNEC exhibits prediction skill for up to 3 years, as verified by TG observation. This multiyear prediction skill is achieved using prediction models that are initialized from our best estimate of observed AMOC.
使用高分辨率建模系统对美国东北海岸洪水频率进行多年预测
利用潮汐计(TG)观测,我们确定了美国东北海岸(USNEC)海平面明显的多年代际波动叠加在长期上升趋势上。这种几十年的海平面变化,主要是由浮力驱动的大西洋经向翻转环流(AMOC)的波动引起的,它极大地调节了USNEC沿线洪水发生的频率,并作为多年可预测性的来源。利用1/12°海洋分辨率的初始化动力降尺度年代际预测系统,我们证明了USNEC沿线的洪水频率可以在多年至年代际时间尺度上进行预测。洪水频率的长期增加趋势,主要是由温室气体的增加和相关的辐射强迫变化驱动的,可以提前10年预测。此外,沿USNEC的洪水频率趋势显示出长达3年的预测能力,正如TG观测所证实的那样。这种多年预测技能是使用从我们观测到的AMOC的最佳估计初始化的预测模型来实现的。
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来源期刊
Science Advances
Science Advances 综合性期刊-综合性期刊
CiteScore
21.40
自引率
1.50%
发文量
1937
审稿时长
29 weeks
期刊介绍: Science Advances, an open-access journal by AAAS, publishes impactful research in diverse scientific areas. It aims for fair, fast, and expert peer review, providing freely accessible research to readers. Led by distinguished scientists, the journal supports AAAS's mission by extending Science magazine's capacity to identify and promote significant advances. Evolving digital publishing technologies play a crucial role in advancing AAAS's global mission for science communication and benefitting humankind.
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