Improved high-resolution characterization of hydraulic conductivity through inverse modeling of HPT profiles and steady-state hydraulic tomography: Field and synthetic studies

渗透计 导水率 反向 土壤科学 地质学 合成数据 含水层 断层摄影术 反问题 水文学(农业) 算法 几何学 岩土工程 数学 地下水 数学分析 物理 光学 土壤水分
作者
Zhanfeng Zhao,Walter A. Illman
出处
期刊:Journal of Hydrology [Elsevier]
卷期号:612: 128124-128124 被引量:10
标识
DOI:10.1016/j.jhydrol.2022.128124
摘要

• Inverse modeling approach proposed to invert cm-scale K from HPT surveys. • Based on inverted K , a new power-law model was developed for HPT surveys at NCRS. • The site-specific model predicted K values that correspond well with permeameter K. • Integrating HPT-inverted K into SSHT better defined sharp boundaries of a K field. Direct-push based hydraulic profiling tool (HPT) and geostatistically-based hydraulic tomography (HT) are two promising techniques for the high-resolution estimation of hydraulic conductivity ( K ) for unconsolidated sediments. Although HPT surveys could be conducted rapidly, relating the 1.5-cm resolution injection logging profiles to K always involve the upscaling of centimeter-scale measurements to coarser intervals for the development of site-specific formulae. On the other hand, K fields reconstructed by HT could be smooth when pumping test data are sparse. In this study, an inverse modeling approach was firstly utilized to estimate K values directly from HPT survey data for the glaciofluvial deposits at the North Campus Research Site (NCRS) in Waterloo, Ontario, Canada. A site-specific power-law relationship was generated for the NCRS to relate HPT profiles to the vertical distributions of K . Then, the proposed inverse modeling approach was evaluated with a two-dimensional synthetic aquifer under controlled conditions, and the estimated K profiles from inverse analysis of synthetic HPT surveys were incorporated into the steady-state HT. Results of the field study showed that K estimates from the developed formula corresponded better with K values from permeameter tests, than those estimated from the empirical model of McCall and Christy (2010) for HPT surveys. Moreover, through synthetic experiments, we demonstrated that integration of K values inverted from HPT into steady-state HT analyses yielded K tomograms that were significantly better than the geostatistical inversion results relying on pumping test data alone. Overall, this study highlights the need in developing site-specific formulae for the HPT and the joint implementation of HPT and HT techniques for the more cost-effective high-resolution characterization of subsurface heterogeneity.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
昼茶发布了新的文献求助10
刚刚
juice发布了新的文献求助10
刚刚
1秒前
1秒前
waws完成签到,获得积分10
2秒前
yao发布了新的文献求助10
3秒前
ONION发布了新的文献求助30
3秒前
太阳花发布了新的文献求助10
4秒前
permanent完成签到,获得积分10
5秒前
5秒前
李昕123完成签到 ,获得积分10
5秒前
小十一完成签到 ,获得积分10
5秒前
MGQQbg发布了新的文献求助10
6秒前
香蕉觅云应助机灵的丹雪采纳,获得10
7秒前
我是你爷爷完成签到,获得积分20
7秒前
小马甲应助昏睡的妙梦采纳,获得30
8秒前
Hana完成签到,获得积分20
8秒前
Lucas应助www采纳,获得10
8秒前
今后应助0000采纳,获得10
10秒前
11秒前
11秒前
Yangxiaohui完成签到 ,获得积分10
12秒前
yingtiao完成签到 ,获得积分10
12秒前
14秒前
Search瞬间发布了新的文献求助10
17秒前
20秒前
21秒前
21秒前
21秒前
善学以致用应助DIDIDI采纳,获得10
22秒前
布丁拿铁发布了新的文献求助10
22秒前
pluto应助vastom采纳,获得10
22秒前
英姑应助MGQQbg采纳,获得50
22秒前
哲学带带师完成签到,获得积分10
23秒前
23秒前
asdfzxcv应助cw采纳,获得10
23秒前
hx完成签到 ,获得积分10
23秒前
英姑应助memory采纳,获得10
24秒前
Hana发布了新的文献求助20
24秒前
24秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Les Mantodea de guyane 2500
VASCULITIS(血管炎)Rheumatic Disease Clinics (Clinics Review Articles) —— 《风湿病临床》(临床综述文章) 1000
Feldspar inclusion dating of ceramics and burnt stones 1000
What is the Future of Psychotherapy in a Digital Age? 801
The Psychological Quest for Meaning 800
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5971903
求助须知:如何正确求助?哪些是违规求助? 7290045
关于积分的说明 15993025
捐赠科研通 5109810
什么是DOI,文献DOI怎么找? 2744103
邀请新用户注册赠送积分活动 1709926
关于科研通互助平台的介绍 1621839