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Observations and simulations of multiscale convective systems in the south Asian summer monsoon.

机译:南亚夏季风多尺度对流系统的观测和模拟。

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摘要

Multiscale convective systems are found to be ubiquitous in the tropical climate systems such as the south Asian summer monsoon. Involved with a wide range of scales, multiscale convective systems are beyond the synoptic observation network, and present a serious challenge for operational and climate global models because of the inevitable scale truncation used in cumulus parametrization. This dissertation studies multiscale convective systems in the south Asian summer monsoon with satellite observations and regional mesoscale modeling.;The observational part of this study utilizes the TRMM 3B42 multisatellite rain estimate (40°S-40°N, 3 hourly, 0.25x0.25 degree resolution) to characterize the diurnal signals and the long-range dependence of the tropical rainfall. The long-range dependence within the rainfall time series implies relations between multiple time scales, suggesting the existence of the multiscale convective systems. Geospatial patterns of the long-range dependence are found to be complementary with patterns of the diurnal rainfall cycle. Prominent long-range dependence and weak diurnal rainfall amplitude are found over the open oceans, suggesting oceanic rainfall variability is likely to attribute to precipitating processes over a wide range of scales, rather to a single-scale process.;The modeling study of this dissertation focuses on the multiscale convective systems and associated scale interactions in the south Asian summer monsoon. The Weather Research and Forecasting model (WRF) is used to simulate a case of a deep monsoon depression (MD) occurred over the Bay of Bengal during August 1–6, 2006. The impacts of moist convection on the MD are studied with a physics-based ensemble. It is found that the ability of convection schemes (including cumulus and microphysics schemes) to effectively trigger and maintain deep convection of the convective southwest quadrant of the MD is essential for better MD hindcasts. Cloud-system-resolving modeling is found to be a promising approach that resolves realistic core structures and the coupling between convection and MD circulations. WRF experiments are also conducted to study the biases induced by a hypothesis on cloud-radiative forcing in the south Asian summer monsoon for August 2006. Compensating biases due to the hypothesis include the enhancement of the convective activities around the monsoon trough, the prolonging of the MD life cycle, and the broadening of the MD size and anvil clouds. Results presented in this study demonstrate the significance of representations for moist convection and associated scale interactions for predictions of multiscale convective systems and the south Asian summer monsoon.
机译:发现多尺度对流系统在热带气候系统(如南亚夏季风)中无处不在。多尺度对流系统涉及广泛的尺度,超出了天气观测网络的范围,由于积云参数化中不可避免的尺度截断,对操作和气候全球模式提出了严峻挑战。本文通过卫星观测和区域中尺度模拟研究了南亚夏季风的多尺度对流系统。本研究的观测部分利用了TRMM 3B42多星降雨估计(40°S-40°N,3小时,0.25x0.25)度分辨率)来表征热带降水的昼夜信号和长期依赖性。降雨时间序列内的长期相关性意味着多个时间尺度之间的关系,这表明存在多尺度对流系统。发现长期依赖的地理空间格局与日降雨周期的格局互补。在大洋中发现了明显的长期相关性和较弱的日降雨幅度,这表明海洋降雨的变化性很可能归因于大尺度范围内的降水过程,而不是单一尺度的过程。专注于南亚夏季风的多尺度对流系统和相关的尺度相互作用。天气研究和预报模型(WRF)用于模拟2006年8月1日至6日在孟加拉湾上空发生的深季风低压(MD)的情况。通过物理研究了湿对流对MD的影响的合奏。发现对流方案(包括积云和微物理方案)有效触发和维持MD对流西南象限的深对流的能力对于更好的MD后兆至关重要。发现云系统解析模型是解决现实的核心结构以及对流和MD环流之间耦合的有前途的方法。还进行了WRF实验,以研究2006年8月南亚夏季风的云辐射强迫假说引起的偏差。由于这一假说而产生的补偿偏差包括增强季风槽周围的对流活动, MD的生命周期,以及MD尺寸和砧云的扩大。这项研究提出的结果证明了湿对流和相关尺度相互作用的表示对于预测多尺度对流系统和南亚夏季风的重要性。

著录项

  • 作者

    Wang, Yi-Chi.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Atmospheric Sciences.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 182 p.
  • 总页数 182
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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