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 BV]
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
虚心蜻蜓完成签到,获得积分10
刚刚
彭于晏应助yuaasusanaann采纳,获得30
1秒前
太空的脚步完成签到,获得积分10
1秒前
顾乐乐完成签到,获得积分10
2秒前
2秒前
2秒前
13279060304发布了新的文献求助10
6秒前
littlerain完成签到,获得积分10
7秒前
大模型应助科研通管家采纳,获得10
10秒前
李健应助科研通管家采纳,获得10
10秒前
大个应助科研通管家采纳,获得10
10秒前
慕青应助科研通管家采纳,获得10
10秒前
10秒前
10秒前
桐桐应助科研通管家采纳,获得10
10秒前
10秒前
爆米花应助科研通管家采纳,获得10
10秒前
顾矜应助科研通管家采纳,获得10
10秒前
研友_VZG7GZ应助科研通管家采纳,获得10
10秒前
顾矜应助科研通管家采纳,获得10
10秒前
体贴的鹏煊完成签到,获得积分10
12秒前
赘婿应助¥#¥-11采纳,获得10
13秒前
烽火中的狼完成签到,获得积分10
14秒前
幸世完成签到,获得积分10
14秒前
7749应助激昂的眼神采纳,获得10
15秒前
17秒前
啊啊啊啊完成签到,获得积分10
18秒前
18秒前
西窗雪完成签到,获得积分10
19秒前
Math4396发布了新的文献求助10
22秒前
刘大宝完成签到,获得积分10
23秒前
hdskjahfi发布了新的文献求助10
25秒前
25秒前
维尼熊完成签到 ,获得积分10
25秒前
lizhi完成签到,获得积分10
27秒前
Xiongpd发布了新的文献求助30
27秒前
缓慢怜菡发布了新的文献求助10
29秒前
阿莱克修斯完成签到,获得积分10
30秒前
martin完成签到,获得积分10
31秒前
JamesPei应助hdskjahfi采纳,获得10
32秒前
高分求助中
Principles of Economics, 11th Edition 10000
Prescott's Microbiology: 2026 Release ISE 10000
University Physics with Modern Physics, 16th edition 10000
(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
Environmental Leverage in Times of Climate Crisis: Product Standards, Carbon Border Measures and Preferential Trade Agreements 1000
Interactions of Vowel Quality and Prosody in East Slavic 1000
Erwählung und Berufung bei Paulus: Bedeutung, Entwicklung und Funktion einer Vorstellung in ihrem frühjüdischen und griechisch-römischen Kontext 850
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7189814
求助须知:如何正确求助?哪些是违规求助? 8827234
关于积分的说明 18636915
捐赠科研通 6823249
什么是DOI,文献DOI怎么找? 3174764
关于科研通互助平台的介绍 2325732
邀请新用户注册赠送积分活动 2149142