The acceleration of sea-level rise along the coast of the Netherlands started in the 1960s

IF 4.1 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Ocean Science Pub Date : 2023-07-06 DOI:10.5194/os-19-991-2023
Ir. C. P. Keizer, D. Le Bars, Cees de Valk, A. Jüling, R. V. D. van de Wal, S. Drijfhout
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引用次数: 3

Abstract

Abstract. The global acceleration of sea-level rise (SLR) during the 20th century is now established. On the local scale, this is harder to establish as several drivers of SLR play a role, which can mask the acceleration. Here, we study the rate of SLR along the coast of the Netherlands from the average of six tide gauge records covering the period 1890–2021. To isolate the effects of the wind field variations and the nodal tide from the local sea-level trend, we use four generalised additive models (GAMs) which include different predictive variables. From the sea-level trend estimates, we obtain the continuous evolution of the rate of SLR and its uncertainty over the observational period. The standard error in the estimation of the rate of SLR is reduced when we account for nodal-tide effects and is reduced further when we also account for the wind effects, meaning these provide better estimates of the rate of SLR. A part of the long-term SLR is due to wind forcing related to a strengthening and northward shift of the jet stream, but this SLR contribution decelerated over the observational period. Additionally, we detect wind-forced sea-level variability on multidecadal timescales with an amplitude of around 1 cm. Using a coherence analysis, we identify both the North Atlantic Oscillation and the Atlantic Multidecadal Variability as its drivers. Crucially, accounting for the nodal-tide and wind effects changes the estimated rate of SLR, unmasking an SLR acceleration that started in the 1960s. Our best-fitting GAM, which accounts for nodal and wind effects, yields a rate of SLR of about 1.72.21.3 mm yr−1 in 1900–1919 and 1.51.91.2 mm yr−1 in 1940–1959 compared to 2.93.52.4 mm yr−1 in 2000–2019 (where the lower and upper bounds denote the 5th and 95th percentiles). If we discount the nodal tide, wind and fluctuation effects and assume a constant rate of SLR, then the probability (p value) of finding a rate difference between 1940–1959 and 2000–2019 of at least our estimate is smaller than 1 %. Consistent with global observations and the expectations based on the physics of global warming, our results show unequivocally that SLR along the Dutch coast has accelerated since the 1960s.
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荷兰沿海海平面的加速上升始于20世纪60年代
摘要20世纪全球海平面上升加速(SLR)已经确定。在局部范围内,这很难确定,因为单反的几个驱动因素起了作用,这可能掩盖了加速。在这里,我们根据1890-2021年期间六个潮汐计记录的平均值研究了荷兰沿海的SLR率。为了从局地海平面趋势中分离出风场变化和节点潮的影响,我们使用了四种包含不同预测变量的广义加性模式(GAMs)。从海平面趋势估计中,我们得到了SLR率在观测期内的连续演变及其不确定性。当我们考虑到节点潮汐效应时,估计单反率的标准误差会降低,当我们考虑到风的影响时,估计的标准误差会进一步降低,这意味着这些提供了更好的单反率估计。部分长期SLR是由于与急流加强和向北移动有关的风强迫,但这种SLR的贡献在观测期间有所减弱。此外,我们在多年代际时间尺度上探测到风引起的海平面变化,幅度约为1厘米。通过相干分析,我们确定北大西洋涛动和大西洋多年代际变率都是其驱动因素。至关重要的是,考虑到节点潮和风的影响,会改变单反的估计速率,从而揭示了始于20世纪60年代的单反加速。我们的最佳拟合GAM(考虑了节点和风的影响)得出的SLR率在1900-1919年为1.72.21.3 mm yr - 1,在1940-1959年为1.51.91.2 mm yr - 1,而在2000-2019年为2.93.52.4 mm yr - 1(其中下界和上界分别表示第5和第95百分位数)。如果我们不考虑节点潮、风和波动的影响,并假设SLR的速率恒定,那么至少在我们的估计中,在1940-1959年和2000-2019年之间发现速率差异的概率(p值)小于1%。与全球观测和基于全球变暖物理学的预期相一致,我们的结果明确表明,自20世纪60年代以来,荷兰海岸的单反加速了。
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来源期刊
Ocean Science
Ocean Science 地学-海洋学
CiteScore
5.90
自引率
6.20%
发文量
78
审稿时长
6-12 weeks
期刊介绍: Ocean Science (OS) is a not-for-profit international open-access scientific journal dedicated to the publication and discussion of research articles, short communications, and review papers on all aspects of ocean science: experimental, theoretical, and laboratory. The primary objective is to publish a very high-quality scientific journal with free Internet-based access for researchers and other interested people throughout the world. Electronic submission of articles is used to keep publication costs to a minimum. The costs will be covered by a moderate per-page charge paid by the authors. The peer-review process also makes use of the Internet. It includes an 8-week online discussion period with the original submitted manuscript and all comments. If accepted, the final revised paper will be published online. Ocean Science covers the following fields: ocean physics (i.e. ocean structure, circulation, tides, and internal waves); ocean chemistry; biological oceanography; air–sea interactions; ocean models – physical, chemical, biological, and biochemical; coastal and shelf edge processes; paleooceanography.
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