Collaborative Research: Understanding Continental/Oceanic Transition of Mesoscale Convective Systems and Tropical Cyclogenesis during the African Multidisciplinary Analysis
合作研究:了解非洲多学科分析期间中尺度对流系统和热带气旋发生的大陆/海洋转变
基本信息
- 批准号:1209296
- 负责人:
- 金额:$ 10.61万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Continuing Grant
- 财政年份:2011
- 资助国家:美国
- 起止时间:2011-09-20 至 2014-08-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
The primary objectives of this research are: (a) to numerically simulate important weather features of the West African monsoon system including, the African and tropical easterly Jets, long-lived mesoscale convective systems, and tropical cyclogenesis in the Eastern Atlantic; (b) to apply data assimilation for better quantifying and correcting model biases as they relate to numerical simulation of mesoscale convective systems (MCSs) and tropical cyclone genesis; and (c) to conduct sensitivity studies using different microphysical schemes in the numerical model when simulating cases with Saharan Air Layer (SAL) outbreaks. This research will advance the understanding of the MCSs transition processes as well as help identify the strengths and weaknesses of the Weather Research and Forecasting (WRF) model as it relates to simulating the West African monsoon. Intellectual Merits: This project will: (1) Undertake modeling studies of tropical disturbances that exited the African Coastline and formed Tropical Storm Debby, and Hurricane Helene, which originated from MCSs in West Africa during the 2006 African Monsoon Multidisciplinary Analysis (AMMA) period. (2) Incorporate extensive upstream in situ measurements (e.g., high resolution surface and upper air observation networks) into data assimilation experiments for selected cases from 2006 and to validate the simulation results with downstream aircraft measurements (i.e., NASA DC-8 and NOAA G-IV and P-3 aircraft) (3) Undertake high-resolution modeling investigations of MCSs over continental areas and their transition to oceanic environments under the influence of the SAL. (4) Implement the WRF model at Cheikh Anta Diop University in Dakar, Senegal for research purposes.Broader Impacts: The proposed activity is important in understanding tropical cyclone formation in the eastern Atlantic, as well as improving the prediction of these storms. This research will enhance the partnership and increase the human, technical, and physical capacity, between Florida Institute Technology, Howard University, and Cheikh Anta Diop University for undertaking educational and research efforts in the area of weather and regional climate processes. This project will fund two Ph.D. level graduate students, one at Florida Institute of Technology and one at Howard University. On the human scale, students from traditionally underrepresented groups (African and Hispanic Americans) will have the unique opportunity to work with data from an international field experiment and at the same time, the project will directly increase human capacity in the atmospheric sciences for West African researchers. There will be an effort to extend beyond research as well as education and address operational issues of weather predictions using mesoscale models. Finally, this project will open up a new chapter in weather prediction in West Africa, where mesoscale models currently are not used in weather prediction; instead, forecasts in these regions are currently based on numerical weather forecasting models that are run in either Europe or the United States. The capability to run their own models and adapt them to the characteristics of their region will significantly improve African forecasting abilities.
这项研究的主要目标是:(A)数值模拟西非季风系统的重要天气特征,包括非洲和热带东风急流、长寿命中尺度对流系统和东大西洋的热带气旋生成;(B)应用数据同化技术更好地量化和纠正模式偏差,因为这些偏差与中尺度对流系统和热带气旋发生的数值模拟有关;(C)在模拟撒哈拉空气层爆发的情况时,利用数值模式中的不同微物理方案进行敏感性研究。这项研究将促进对MCSs转换过程的理解,并有助于确定天气研究和预报(WRF)模式在模拟西非季风方面的优势和劣势。知识优势:该项目将:(1)对离开非洲海岸线并形成热带风暴黛比的热带扰动和2006年非洲季风多学科分析(AMMA)期间源自西非监测和控制系统的海琳飓风进行模拟研究。(2)将大量的上游现场测量(例如,高分辨率地面和高空观测网)纳入2006年起选定案例的数据同化试验,并用下游飞机测量(即,美国宇航局DC-8和NOAA G-IV和P-3飞机)验证模拟结果;(3)对大陆地区上空的MCS及其在SAL影响下向海洋环境的过渡进行高分辨率模拟调查。(4)在塞内加尔达喀尔的Cheikh Anta Diop大学实施WRF模式,用于研究目的。广泛的影响:拟议的活动对于理解东大西洋热带气旋的形成以及改进对这些风暴的预测非常重要。这项研究将加强佛罗里达理工学院、霍华德大学和谢赫·安塔迪奥普大学在天气和区域气候过程领域开展教育和研究工作的伙伴关系,并增加人力、技术和体力。该项目将资助两名博士生,一名在佛罗里达理工学院,一名在霍华德大学。在人类尺度上,来自传统上代表性不足的群体(非洲人和西班牙裔美国人)的学生将有独特的机会使用来自国际实地实验的数据,同时,该项目将直接提高西非研究人员在大气科学方面的能力。将努力扩大到研究和教育以外的领域,并利用中尺度模式解决天气预报的业务问题。最后,该项目将开启西非天气预报的新篇章,目前西非的天气预报不使用中尺度模式;相反,这些地区的预报目前基于欧洲或美国运行的数值天气预报模式。运行自己的模型并使其适应其区域特点的能力将大大提高非洲的预测能力。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Sen Chiao其他文献
Reinterpreting Trends: The Impact of Methodological Changes on Reported Sea Salt Aerosol Levels
重新解释趋势:方法变化对报告的海盐气溶胶水平的影响
- DOI:
- 发表时间:
2024 - 期刊:
- 影响因子:2.9
- 作者:
Nakul N. Karle;Ricardo K. Sakai;Sen Chiao;R. Fitzgerald;William R. Stockwell - 通讯作者:
William R. Stockwell
Tropical Cyclonic Energy Variability in North Indian Ocean: Insights from ENSO
北印度洋热带气旋能量变化:ENSO 的见解
- DOI:
- 发表时间:
2023 - 期刊:
- 影响因子:3.7
- 作者:
Debanjana Das;Sen Chiao;Chayan Roychoudhury;Fatema Khan;Sutapa Chaudhuri;Sayantika Mukherjee - 通讯作者:
Sayantika Mukherjee
A systematic review of machine learning in groundwater monitoring
地下水监测中机器学习的系统综述
- DOI:
10.1016/j.envsoft.2025.106549 - 发表时间:
2025-08-01 - 期刊:
- 影响因子:4.600
- 作者:
Mrunmayee Dhapre;Shrikant Jadhav;Debanjana Das;Jehanzeb Khan;Youngsoo Kim;Sen Chiao;Thomas Danielson - 通讯作者:
Thomas Danielson
Sen Chiao的其他文献
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{{ truncateString('Sen Chiao', 18)}}的其他基金
I-Corps: Real-Time Big Data Based Decision Support System for Water Use
I-Corps:基于实时大数据的用水决策支持系统
- 批准号:
1738057 - 财政年份:2017
- 资助金额:
$ 10.61万 - 项目类别:
Standard Grant
MRI: Acquisition of Hybrid CPU/GPU High Performance Computing and Storage for STEM Research and Education at San Jose State University
MRI:圣何塞州立大学为 STEM 研究和教育采购混合 CPU/GPU 高性能计算和存储
- 批准号:
1626645 - 财政年份:2016
- 资助金额:
$ 10.61万 - 项目类别:
Standard Grant
Collaborative Research: Understanding Continental/Oceanic Transition of Mesoscale Convective Systems and Tropical Cyclogenesis during the African Multidisciplinary Analysis
合作研究:了解非洲多学科分析期间中尺度对流系统和热带气旋发生的大陆/海洋转变
- 批准号:
0855286 - 财政年份:2009
- 资助金额:
$ 10.61万 - 项目类别:
Continuing Grant
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