Impacts of Weak Sea Surface Temperature Warm Anomalies on Local Trade Cumulus Cloudiness in Large Eddy Simulations

IF 4.4 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Xuanyu Chen, Juliana Dias, Brandon Wolding, Peter N. Blossey, Charlotte DeMott, Robert Pincus, Elizabeth J. Thompson
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Abstract

This study investigates the local impact of weak sea surface temperature (SST) warm anomalies on trade cumulus cloudiness in an idealized and ensemble framework with large-eddy simulations. The control experiment uses a spatially uniform, time-invariant SST and mean large-scale conditions and atmospheric forcings derived from the Atlantic Tradewind Ocean-Atmosphere Mesoscale Interaction Campaign. The perturbed experiment adds a Gaussian warm SST anomaly (SSTA) with a 12.5 km radius and 0.5 K magnitude. The ensemble-averaged differences between perturbation and control experiments show that cloud fraction is enhanced over the downwind half of the prescribed warm SSTA, with the enhancement peaking slightly above the environmental lifting condensation level (LCL) and then decaying with height. Compared to the upper-level ( > ${ >} $ 1.5 km) cloud response, the low-level cloud response ( < ${< } $ 1 km) to the warm SSTA is stronger and occurs more systematically across different ensemble members. This near-LCL cloud response is driven by enhanced surface buoyancy flux and buoyancy-driven turbulence over the warm SSTA as opposed to SSTA-induced anomalous surface convergence and mesoscale ascent. Process denial experiments indicate that the locally enhanced surface sensible and latent heat fluxes contribute almost equally to increase the near-LCL cloudiness, even though the locally enhanced surface sensible heat flux plays a dominant role in enhancing surface buoyancy flux. These results corroborate recent satellite composite results (Chen et al., 2023, https://doi.org/10.1175/jas-d-23-0075.1), suggesting that the observed increase of daily cloud fraction above warm SSTAs is due to more frequent turbulence-driven formation of shallow cumuli near the cloud base.

Abstract Image

弱海温暖异常对大涡模拟中局地贸易积云的影响
本文利用大涡模拟研究了弱海表温度(SST)暖异常在理想和整体框架下对贸易积云的局地影响。对照试验使用空间均匀、时不变的海温和平均大尺度条件以及来自大西洋信风海洋-大气中尺度相互作用运动的大气强迫。扰动实验增加了一个半径12.5 km、震级0.5 K的高斯温海温异常(SSTA)。扰动试验和控制试验的集合平均差值表明,在规定的暖海温的下风部分,云分数增强,增强的峰值略高于环境上升凝结水平(LCL),然后随着高度的增加而衰减。与上层(>;${>} $ 1.5 km)云响应,低层云响应(<;$ {& lt;{$ 1 km)对温暖海温的影响更强,并且在不同的整体成员中更系统地发生。这种近海平面的云响应是由增强的地表浮力通量和在温暖的海温上由浮力驱动的湍流驱动的,而不是由海温引起的异常地面辐合和中尺度上升。过程否认实验表明,局地增强的地表感热通量和潜热通量对近海平面云量的增加贡献几乎相等,尽管局地增强的地表感热通量对地表浮力通量的增加起主导作用。这些结果证实了最近的卫星合成结果(Chen et al., 2023, https://doi.org/10.1175/jas-d-23-0075.1),表明观测到的温暖ssta上方日云分数的增加是由于云基附近湍流驱动的浅积云形成更频繁。
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来源期刊
Journal of Advances in Modeling Earth Systems
Journal of Advances in Modeling Earth Systems METEOROLOGY & ATMOSPHERIC SCIENCES-
CiteScore
11.40
自引率
11.80%
发文量
241
审稿时长
>12 weeks
期刊介绍: The Journal of Advances in Modeling Earth Systems (JAMES) is committed to advancing the science of Earth systems modeling by offering high-quality scientific research through online availability and open access licensing. JAMES invites authors and readers from the international Earth systems modeling community. Open access. Articles are available free of charge for everyone with Internet access to view and download. Formal peer review. Supplemental material, such as code samples, images, and visualizations, is published at no additional charge. No additional charge for color figures. Modest page charges to cover production costs. Articles published in high-quality full text PDF, HTML, and XML. Internal and external reference linking, DOI registration, and forward linking via CrossRef.
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