古巴西部热带地区对流云形成与演变预测的Gálvez-Davison指数分析

IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Climate Pub Date : 2023-10-18 DOI:10.3390/cli11100209
Tahimy Fuentes-Alvarez, Pedro M. González-Jardines, José C. Fernández-Alvarez, Laura de la Torre, Juan A. Añel
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引用次数: 0

摘要

Gálvez-Davison指数(GDI)是最近发展的一个大气稳定性指数,用于改善热带地区雷暴和浅层湿润对流的预报。由于它的新颖性,它在热带地区的应用在很大程度上仍未被探索。古巴是一个遭受极端天气事件的地区,如热带风暴和飓风,其中一些因气候变化而恶化。本研究利用来自古巴西部天气研究与预报(WRF)模式的预报数据,分析了GDI在探测对流云发展潜力方面的有效性。为了实现这一目标,我们在旱季和雨季的10个研究案例中评估了GDI的性能。作为我们研究的一部分,我们研究了GDI与使用GOES-16测量的亮度温度(bt)之间的关系。此外,还将WRF模型的GDI结果与全球预报系统(GFS)的结果进行了比较。我们的研究结果表明,GDI和BT之间存在高度相关性,因此GDI是预测研究区域天气和中尺度对流现象的有力工具。此外,GDI能够充分预测稳定条件。最后,WRF模型计算的GDI值比GFS计算的GDI值要好得多,这可能是因为WRF模型具有更高的水平分辨率。
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Analysis of the Gálvez–Davison Index for the Forecasting Formation and Evolution of Convective Clouds in the Tropics: Western Cuba
The Gálvez–Davison Index (GDI) is an atmospheric stability index recently developed to improve the prediction of thunderstorms and shallower types of moist convection in the tropics. Because of its novelty, its use for tropical regions remains largely unexplored. Cuba is a region that suffers extreme weather events, such as tropical storms and hurricanes, some of them worsened by climate change. This research analyzes the effectiveness of the GDI in detecting the potential for convective cloud development, using forecast data from the Weather Research and Forecasting (WRF) model for Western Cuba. To accomplish this, here, we evaluated the performance of the GDI in ten study cases from the dry and wet seasons. As part of our study, we researched how GDI correlates with brightness temperatures (BTs) measured using GOES-16. In addition, the GDI results with the WRF model are compared with results using the Global Forecast System (GFS). Our results show a high correlation between the GDI and BT, concluding that the GDI is a robust tool for forecasting both synoptic and mesoscale convective phenomena over the region studied. In addition, the GDI is able to adequately forecast stability conditions. Finally, the GDI values computed from the WRF model perform much better than those from the GFS, probably because of the greater horizontal resolution in the WRF model.
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来源期刊
Climate
Climate Earth and Planetary Sciences-Atmospheric Science
CiteScore
5.50
自引率
5.40%
发文量
172
审稿时长
11 weeks
期刊介绍: Climate is an independent, international and multi-disciplinary open access journal focusing on climate processes of the earth, covering all scales and involving modelling and observation methods. The scope of Climate includes: Global climate Regional climate Urban climate Multiscale climate Polar climate Tropical climate Climate downscaling Climate process and sensitivity studies Climate dynamics Climate variability (Interseasonal, interannual to decadal) Feedbacks between local, regional, and global climate change Anthropogenic climate change Climate and monsoon Cloud and precipitation predictions Past, present, and projected climate change Hydroclimate.
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