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DOI	10.3934/environsci.2020010
	Study of wind speed and relative humidity using stochastic technique in a semi-arid climate region
	Mahmud, Suhail; Bhuiyan, Md Al Masum; Sarmin, Nusrat; Elahee, Sanjida
通讯作者	Mahmud, S
来源期刊	AIMS ENVIRONMENTAL SCIENCE
ISSN	2372-0344
EISSN	2372-0352
出版年	2020
卷号	7 期号:2 页码:156-173
英文摘要	This paper deals with the stochastic analysis of wind speed based on relative humidity data. We propose a stochastic regression technique to estimate the time-varying parameters of wind speed in a semi-arid climate region. The modeling of stochastic parameters of atmospheric data with consistent properties facilitates prediction with higher precision. In order to compare the estimation, we used simulated atmospheric time series and observational time series. The atmospheric time series was generated by the Weather Research and Forecasting (WRF) model, whereas the observational time series was obtained from the surface weather stations. The time-varying parameters of the model used are estimated by Maximum Likelihood process. The results obtained suggest that relative humidity exhibits a stochastic effect to predict stationary wind speed data. This type of analysis helps to characterize some key meteorological variables, which would be useful in forecasting irregular wind speed.
英文关键词	wind speed relative humidity maximum likelihood estimation stochastic regression bootstrapping WRF model
类型	Article
语种	英语
开放获取类型	DOAJ Gold
收录类别	ESCI
WOS记录号	WOS:000530915700004
WOS关键词	CIUDAD-JUAREZ ; PASO
WOS类目	Environmental Sciences
WOS研究方向	Environmental Sciences & Ecology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/334341
作者单位	[Mahmud, Suhail; Bhuiyan, Md Al Masum] Univ Texas El Paso, Dept Computat Sci, 500 W Univ Ave, El Paso, TX 79912 USA; [Sarmin, Nusrat] Univ Texas El Paso, Dept Comp Sci, 500 W Univ Ave, El Paso, TX 79912 USA; [Elahee, Sanjida] Univ Delaware, Dept Chem, Newark, DE 19716 USA
推荐引用方式 GB/T 7714	Mahmud, Suhail,Bhuiyan, Md Al Masum,Sarmin, Nusrat,et al. Study of wind speed and relative humidity using stochastic technique in a semi-arid climate region[J],2020,7(2):156-173.
APA	Mahmud, Suhail,Bhuiyan, Md Al Masum,Sarmin, Nusrat,&Elahee, Sanjida.(2020).Study of wind speed and relative humidity using stochastic technique in a semi-arid climate region.AIMS ENVIRONMENTAL SCIENCE,7(2),156-173.
MLA	Mahmud, Suhail,et al."Study of wind speed and relative humidity using stochastic technique in a semi-arid climate region".AIMS ENVIRONMENTAL SCIENCE 7.2(2020):156-173.