首页> 外文OA文献 >Cluster Analysis of Downscaled and Explicitly Simulated North Atlantic Tropical Cyclone Tracks
【2h】

Cluster Analysis of Downscaled and Explicitly Simulated North Atlantic Tropical Cyclone Tracks

机译:缩减和明确模拟的北大西洋热带气旋路径的聚类分析

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

A realistic representation of the North Atlantic tropical cyclone tracks is crucial as it allows, for example, explaining potential changes in U.S. landfalling systems. Here, the authors present a tentative study that examines the ability of recent climate models to represent North Atlantic tropical cyclone tracks. Tracks from two types of climate models are evaluated: explicit tracks are obtained from tropical cyclones simulated in regional or global climate models with moderate to high horizontal resolution (1°–0.25°), and downscaled tracks are obtained using a downscaling technique with large-scale environmental fields from a subset of these models. For both configurations, tracks are objectively separated into four groups using a cluster technique, leading to a zonal and a meridional separation of the tracks. The meridional separation largely captures the separation between deep tropical and subtropical, hybrid or baroclinic cyclones, while the zonal separation segregates Gulf of Mexico and Cape Verde storms. The properties of the tracks’ seasonality, intensity, and power dissipation index in each cluster are documented for both configurations. The authors’ results show that, except for the seasonality, the downscaled tracks better capture the observed characteristics of the clusters. The authors also use three different idealized scenarios to examine the possible future changes of tropical cyclone tracks under 1) warming sea surface temperature, 2) increasing carbon dioxide, and 3) a combination of the two. The response to each scenario is highly variable depending on the simulation considered. Finally, the authors examine the role of each cluster in these future changes and find no preponderant contribution of any single cluster over the others.
机译:对北大西洋热带气旋路径的真实描述至关重要,因为它可以例如解释美国登陆系统的潜在变化。在这里,作者提出了一项初步研究,研究了最新气候模型代表北大西洋热带气旋路径的能力。评估了两种气候模式的航迹:从在中等或高水平分辨率(1°-0.25°)的区域或全球气候模式中模拟的热带气旋获得的明确航迹,以及使用大尺度的降尺度技术获得的降尺度航迹。从这些模型的子集中扩展环境领域。对于这两种配置,使用群集技术将轨道客观地分为四个组,从而导致轨道的纬向和经向分离。经线分隔主要捕获了热带深热带和亚热带,混合或斜压旋风之间的分隔,而区域分隔则分隔了墨西哥湾和佛得角风暴。两种配置都记录了每个群集中轨道的季节性,强度和功耗指数的属性。作者的结果表明,除季节性因素外,缩小的航迹可以更好地捕捉到观测到的星团特征。作者还使用三种不同的理想情况来研究在1)海面温度升高,2)二氧化碳增加以及3)两者结合的情况下热带气旋路径的未来可能变化。根据所考虑的模拟,对每种情况的响应变化很大。最后,作者检查了每个集群在这些未来变化中的作用,发现任何单个集群都没有对其他集群做出显着贡献。

相似文献

  • 外文文献
  • 中文文献
  • 专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号