The stochastic spin-up of vorticity in spontaneous tropical cyclogenesis

Hao Fu, Morgan O’Neill
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Abstract

Cloud-permitting simulations have shown that tropical cyclones (TCs) can form spontaneously in a quiescent environment with uniform sea surface temperature. While several mesoscale feedbacks are known to amplify an existing midlevel vortex, how the noisy deep convection produces the initial midlevel vortex remains unclear. This paper develops a theoretical framework to understand the evolution of the midlevel mesoscale vorticity’s histogram in the first two days of spontaneous tropical cyclogenesis, which we call the “stochastic spin-up stage”. The mesoscale vorticity is produced by two random processes related to deep convection: the random stretching of planetary vorticity (f) and the tilting of random vertical shear. The mesoscale vorticity is modeled as the sum of three independent normal distributions, which include the cyclones produced by stretching, cyclones produced by tilting, and anticyclones produced by tilting. Their collective effect is calculated with the central limit theorem. The theory predicts that the standard deviation of the midlevel mesoscale vorticity is universally proportional to the square root of the domain-averaged accumulated rainfall, agreeing with simulations. The theory predicts a critical latitude below which tilting is dominant in producing mesoscale vorticity. Treating the magnitude of random vertical shear as a fitting parameter, the critical latitude is shown to be around 12°N. Because the magnitude of vertical shear should be larger in the real atmosphere, this result suggests tilting is an important source of mesoscale vorticity fluctuation in the tropics.
自发热带气旋生成过程中涡度的随机旋升
云许可模拟显示,热带气旋(TC)可以在海面温度均匀的静止环境中自发形成。虽然已知有几种中尺度反馈会放大现有的中层涡旋,但嘈杂的深对流如何产生初始中层涡旋仍不清楚。本文建立了一个理论框架,以理解自发热带气旋生成的头两天中层中尺度涡度柱状图的演变,我们称之为 "随机旋升阶段"。中尺度涡度是由两个与深对流有关的随机过程产生的:行星涡度(f)的随机拉伸和随机垂直切变的倾斜。中尺度涡度被模拟为三个独立正态分布的总和,其中包括拉伸产生的气旋、倾斜产生的气旋和倾斜产生的反气旋。它们的集体效应是通过中心极限定理计算得出的。该理论预测,中层中尺度涡度的标准偏差普遍与域平均累积降雨量的平方根成正比,这与模拟结果一致。该理论预测了一个临界纬度,在该纬度以下,倾斜在产生中尺度涡度方面占主导地位。将随机垂直切变的大小作为一个拟合参数,结果表明临界纬度在北纬 12°左右。由于真实大气中的垂直切变幅度应该更大,这一结果表明倾斜是热带中尺度涡度波动的一个重要来源。
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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