干旱区生态环境知识资源中心(Arid): Estimation of hydraulic parameters by using VES sounding and neural network techniques in the semi-arid Khanasser valley region, Syria

Arid

DOI	10.31577/congeo.2020.50.1.6
	Estimation of hydraulic parameters by using VES sounding and neural network techniques in the semi-arid Khanasser valley region, Syria
	Asfahani, Jamal; Ahmad, Zuhair
通讯作者	Asfahani, J
来源期刊	CONTRIBUTIONS TO GEOPHYSICS AND GEODESY
ISSN	1338-0540
出版年	2020
卷号	50 期号:1 页码:113-133
英文摘要	An alternative approach based on using Vertical Electrical Sounding (VES) measurements and Artificial Neural Network (ANN) technique is newly proposed for computing the hydraulic conductivity K and the transmissivity T of an aquifer. VES measurements in the locations, where available water samples exist are required in such an approach, in order to train a neural network with fitting capability to evaluate both the hydraulic conductivity and transmissivity. The hydraulic conductivity and transmissivity are thereafter extrapolated by the use of trained neural network, even in the VES points where no water samples exist. This approach is practiced and tested in the Khanasser valley, Northern Syria, where the hydraulic conductivity and the transmissivity of the Quaternary aquifer is computed. We find an acceptable agreement between the hydraulic conductivity values obtained by the new approach and those obtained by the pumping test, which range between 0.864 and 8.64 m/day.
英文关键词	Hydraulic conductivity Transmissivity VES Sounding Khanasser Valley Syria
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:000572163700006
WOS关键词	AQUIFERS ; TRANSMISSIVITY ; CONDUCTIVITY ; SCHLUMBERGER ; SURFACE
WOS类目	Geochemistry & Geophysics
WOS研究方向	Geochemistry & Geophysics
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/334617
作者单位	[Asfahani, Jamal; Ahmad, Zuhair] Atom Energy Commiss Syria, POB 6091, Damascus, Syria
推荐引用方式 GB/T 7714	Asfahani, Jamal,Ahmad, Zuhair. Estimation of hydraulic parameters by using VES sounding and neural network techniques in the semi-arid Khanasser valley region, Syria[J],2020,50(1):113-133.
APA	Asfahani, Jamal,&Ahmad, Zuhair.(2020).Estimation of hydraulic parameters by using VES sounding and neural network techniques in the semi-arid Khanasser valley region, Syria.CONTRIBUTIONS TO GEOPHYSICS AND GEODESY,50(1),113-133.
MLA	Asfahani, Jamal,et al."Estimation of hydraulic parameters by using VES sounding and neural network techniques in the semi-arid Khanasser valley region, Syria".CONTRIBUTIONS TO GEOPHYSICS AND GEODESY 50.1(2020):113-133.