多频振荡液压层析成像改善了非均质成像和分辨率,减少了不确定性

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
Jeremy R. Patterson, Michael Cardiff
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Despite significant effort developing geophysical tools to understand this heterogeneity, geophysical mapping of aquifer flow parameters—transmissivity <span data-altimg=\"/cms/asset/3bae40bb-f7e9-4275-a67d-d89d1fbe9c81/wrcr70156-math-0001.png\"></span><mjx-container ctxtmenu_counter=\"177\" ctxtmenu_oldtabindex=\"1\" jax=\"CHTML\" role=\"application\" sre-explorer- style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" location=\"graphic/wrcr70156-math-0001.png\"><mjx-semantics><mjx-mrow data-semantic-children=\"1\" data-semantic-content=\"0,2\" data-semantic- data-semantic-role=\"leftright\" data-semantic-speech=\"left parenthesis upper T right parenthesis\" data-semantic-type=\"fenced\"><mjx-mo data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"open\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"3\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"close\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0001\" display=\"inline\" location=\"graphic/wrcr70156-math-0001.png\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics><mrow data-semantic-=\"\" data-semantic-children=\"1\" data-semantic-content=\"0,2\" data-semantic-role=\"leftright\" data-semantic-speech=\"left parenthesis upper T right parenthesis\" data-semantic-type=\"fenced\"><mo data-semantic-=\"\" data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"open\" data-semantic-type=\"fence\" stretchy=\"false\">(</mo><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic-parent=\"3\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">T</mi><mo data-semantic-=\"\" data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"close\" data-semantic-type=\"fence\" stretchy=\"false\">)</mo></mrow>$(T)$</annotation></semantics></math></mjx-assistive-mml></mjx-container>, and storativity <span data-altimg=\"/cms/asset/6a5d9933-1178-41c2-abd7-1bb517162224/wrcr70156-math-0002.png\"></span><mjx-container ctxtmenu_counter=\"178\" ctxtmenu_oldtabindex=\"1\" jax=\"CHTML\" role=\"application\" sre-explorer- style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" location=\"graphic/wrcr70156-math-0002.png\"><mjx-semantics><mjx-mrow data-semantic-children=\"1\" data-semantic-content=\"0,2\" data-semantic- data-semantic-role=\"leftright\" data-semantic-speech=\"left parenthesis upper S right parenthesis\" data-semantic-type=\"fenced\"><mjx-mo data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"open\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"3\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"close\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0002\" display=\"inline\" location=\"graphic/wrcr70156-math-0002.png\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics><mrow data-semantic-=\"\" data-semantic-children=\"1\" data-semantic-content=\"0,2\" data-semantic-role=\"leftright\" data-semantic-speech=\"left parenthesis upper S right parenthesis\" data-semantic-type=\"fenced\"><mo data-semantic-=\"\" data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"open\" data-semantic-type=\"fence\" stretchy=\"false\">(</mo><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic-parent=\"3\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">S</mi><mo data-semantic-=\"\" data-semantic-operator=\"fenced\" data-semantic-parent=\"3\" data-semantic-role=\"close\" data-semantic-type=\"fence\" stretchy=\"false\">)</mo></mrow>$(S)$</annotation></semantics></math></mjx-assistive-mml></mjx-container>—remains challenging due to both uncertainty in petrophysical relationships and resolution/data coverage issues. A more direct approach to mapping heterogeneity over a range of scales is by inducing aquifer flow at various scales and analyzing spatially distributed pressure responses, so-called Hydraulic Tomography (HT). Oscillatory Hydraulic Tomography (OHT) is a recently-developed variant of HT that takes advantage of signal processing routines and fast computational models to reduce data noise impacts and enable high-performance tomography workflows. Laboratory and field studies have demonstrated that OHT tests performed at multiple frequencies appear to improve aquifer imaging results; however, a rigorous analysis of data content, resolution and uncertainty in OHT workflows has not been performed to-date. This work assesses the resolution and uncertainty in single- and multi-frequency OHT testing through numerical experiments and three separate approaches to assessing tomographic resolution: singular value decomposition, geophysical “checkerboard” tests, and stochastic imaging experiments. Contrary to results in some prior published work, all three approaches verify the ability of OHT to image aquifer parameters at resolutions of roughly <span data-altimg=\"/cms/asset/5f0c1cd4-6267-4565-aa88-ddd1b01d794d/wrcr70156-math-0003.png\"></span><mjx-container ctxtmenu_counter=\"179\" ctxtmenu_oldtabindex=\"1\" jax=\"CHTML\" role=\"application\" sre-explorer- style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" location=\"graphic/wrcr70156-math-0003.png\"><mjx-semantics><mjx-mrow><mjx-mfrac data-semantic-annotation=\"clearspeak:simple\" data-semantic-children=\"0,1\" data-semantic- data-semantic-role=\"vulgar\" data-semantic-speech=\"one half\" data-semantic-type=\"fraction\"><mjx-frac><mjx-num><mjx-nstrut></mjx-nstrut><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\" size=\"s\"><mjx-c></mjx-c></mjx-mn></mjx-num><mjx-dbox><mjx-dtable><mjx-line></mjx-line><mjx-row><mjx-den><mjx-dstrut></mjx-dstrut><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\" size=\"s\"><mjx-c></mjx-c></mjx-mn></mjx-den></mjx-row></mjx-dtable></mjx-dbox></mjx-frac></mjx-mfrac></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0003\" display=\"inline\" location=\"graphic/wrcr70156-math-0003.png\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics><mrow><mfrac data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-children=\"0,1\" data-semantic-role=\"vulgar\" data-semantic-speech=\"one half\" data-semantic-type=\"fraction\"><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\">1</mn><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\">2</mn></mfrac></mrow>$\\frac{1}{2}$</annotation></semantics></math></mjx-assistive-mml></mjx-container> inter-well spacing distances, and similarly demonstrate the added information provided by multi-frequency data.","PeriodicalId":23799,"journal":{"name":"Water Resources Research","volume":"149 1","pages":""},"PeriodicalIF":4.6000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-Frequency Oscillatory Hydraulic Tomography Improves Heterogeneity Imaging and Resolution and Reduces Uncertainty\",\"authors\":\"Jeremy R. Patterson, Michael Cardiff\",\"doi\":\"10.1029/2024wr039606\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Understanding subsurface heterogeneity is crucial to predicting groundwater flow pathways, mixing, and other processes in aquifers and other fluid reservoirs. Despite significant effort developing geophysical tools to understand this heterogeneity, geophysical mapping of aquifer flow parameters—transmissivity <span data-altimg=\\\"/cms/asset/3bae40bb-f7e9-4275-a67d-d89d1fbe9c81/wrcr70156-math-0001.png\\\"></span><mjx-container ctxtmenu_counter=\\\"177\\\" ctxtmenu_oldtabindex=\\\"1\\\" jax=\\\"CHTML\\\" role=\\\"application\\\" sre-explorer- style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" location=\\\"graphic/wrcr70156-math-0001.png\\\"><mjx-semantics><mjx-mrow data-semantic-children=\\\"1\\\" data-semantic-content=\\\"0,2\\\" data-semantic- data-semantic-role=\\\"leftright\\\" data-semantic-speech=\\\"left parenthesis upper T right parenthesis\\\" data-semantic-type=\\\"fenced\\\"><mjx-mo data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0001\\\" display=\\\"inline\\\" location=\\\"graphic/wrcr70156-math-0001.png\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"1\\\" data-semantic-content=\\\"0,2\\\" data-semantic-role=\\\"leftright\\\" data-semantic-speech=\\\"left parenthesis upper T right parenthesis\\\" data-semantic-type=\\\"fenced\\\"><mo data-semantic-=\\\"\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">(</mo><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">T</mi><mo data-semantic-=\\\"\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">)</mo></mrow>$(T)$</annotation></semantics></math></mjx-assistive-mml></mjx-container>, and storativity <span data-altimg=\\\"/cms/asset/6a5d9933-1178-41c2-abd7-1bb517162224/wrcr70156-math-0002.png\\\"></span><mjx-container ctxtmenu_counter=\\\"178\\\" ctxtmenu_oldtabindex=\\\"1\\\" jax=\\\"CHTML\\\" role=\\\"application\\\" sre-explorer- style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" location=\\\"graphic/wrcr70156-math-0002.png\\\"><mjx-semantics><mjx-mrow data-semantic-children=\\\"1\\\" data-semantic-content=\\\"0,2\\\" data-semantic- data-semantic-role=\\\"leftright\\\" data-semantic-speech=\\\"left parenthesis upper S right parenthesis\\\" data-semantic-type=\\\"fenced\\\"><mjx-mo data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0002\\\" display=\\\"inline\\\" location=\\\"graphic/wrcr70156-math-0002.png\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"1\\\" data-semantic-content=\\\"0,2\\\" data-semantic-role=\\\"leftright\\\" data-semantic-speech=\\\"left parenthesis upper S right parenthesis\\\" data-semantic-type=\\\"fenced\\\"><mo data-semantic-=\\\"\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">(</mo><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">S</mi><mo data-semantic-=\\\"\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"3\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">)</mo></mrow>$(S)$</annotation></semantics></math></mjx-assistive-mml></mjx-container>—remains challenging due to both uncertainty in petrophysical relationships and resolution/data coverage issues. A more direct approach to mapping heterogeneity over a range of scales is by inducing aquifer flow at various scales and analyzing spatially distributed pressure responses, so-called Hydraulic Tomography (HT). Oscillatory Hydraulic Tomography (OHT) is a recently-developed variant of HT that takes advantage of signal processing routines and fast computational models to reduce data noise impacts and enable high-performance tomography workflows. Laboratory and field studies have demonstrated that OHT tests performed at multiple frequencies appear to improve aquifer imaging results; however, a rigorous analysis of data content, resolution and uncertainty in OHT workflows has not been performed to-date. This work assesses the resolution and uncertainty in single- and multi-frequency OHT testing through numerical experiments and three separate approaches to assessing tomographic resolution: singular value decomposition, geophysical “checkerboard” tests, and stochastic imaging experiments. Contrary to results in some prior published work, all three approaches verify the ability of OHT to image aquifer parameters at resolutions of roughly <span data-altimg=\\\"/cms/asset/5f0c1cd4-6267-4565-aa88-ddd1b01d794d/wrcr70156-math-0003.png\\\"></span><mjx-container ctxtmenu_counter=\\\"179\\\" ctxtmenu_oldtabindex=\\\"1\\\" jax=\\\"CHTML\\\" role=\\\"application\\\" sre-explorer- style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" location=\\\"graphic/wrcr70156-math-0003.png\\\"><mjx-semantics><mjx-mrow><mjx-mfrac data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-children=\\\"0,1\\\" data-semantic- data-semantic-role=\\\"vulgar\\\" data-semantic-speech=\\\"one half\\\" data-semantic-type=\\\"fraction\\\"><mjx-frac><mjx-num><mjx-nstrut></mjx-nstrut><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"2\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\" size=\\\"s\\\"><mjx-c></mjx-c></mjx-mn></mjx-num><mjx-dbox><mjx-dtable><mjx-line></mjx-line><mjx-row><mjx-den><mjx-dstrut></mjx-dstrut><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"2\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\" size=\\\"s\\\"><mjx-c></mjx-c></mjx-mn></mjx-den></mjx-row></mjx-dtable></mjx-dbox></mjx-frac></mjx-mfrac></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:00431397:media:wrcr70156:wrcr70156-math-0003\\\" display=\\\"inline\\\" location=\\\"graphic/wrcr70156-math-0003.png\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics><mrow><mfrac data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-children=\\\"0,1\\\" data-semantic-role=\\\"vulgar\\\" data-semantic-speech=\\\"one half\\\" data-semantic-type=\\\"fraction\\\"><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"2\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">1</mn><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"2\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">2</mn></mfrac></mrow>$\\\\frac{1}{2}$</annotation></semantics></math></mjx-assistive-mml></mjx-container> inter-well spacing distances, and similarly demonstrate the added information provided by multi-frequency data.\",\"PeriodicalId\":23799,\"journal\":{\"name\":\"Water Resources Research\",\"volume\":\"149 1\",\"pages\":\"\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-05-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Water Resources Research\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1029/2024wr039606\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Resources Research","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1029/2024wr039606","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

了解地下非均质性对于预测地下水流动路径、混合以及含水层和其他流体储层中的其他过程至关重要。尽管开发了大量的地球物理工具来了解这种非均质性,但由于岩石物理关系的不确定性和分辨率/数据覆盖问题,含水层流动参数(透射率(T)$和储水量(S)$)的地球物理映射仍然具有挑战性。在不同尺度上绘制非均质性图的一种更直接的方法是在不同尺度上诱导含水层流动,并分析空间分布的压力响应,即所谓的水力断层扫描(HT)。振荡水力层析成像(OHT)是最近开发的一种HT变体,它利用信号处理程序和快速计算模型来减少数据噪声影响,并实现高性能层析成像工作流程。实验室和现场研究表明,在多个频率下进行OHT测试似乎可以改善含水层成像结果;然而,迄今为止还没有对OHT工作流程中的数据内容、分辨率和不确定性进行严格的分析。这项工作通过数值实验和三种独立的方法来评估层析分辨率:奇异值分解、地球物理“棋盘”测试和随机成像实验,评估单频和多频OHT测试的分辨率和不确定性。与之前发表的一些研究结果相反,这三种方法都验证了OHT在井间距分辨率约为12美元的情况下对含水层参数进行成像的能力,并同样证明了多频数据提供的附加信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Frequency Oscillatory Hydraulic Tomography Improves Heterogeneity Imaging and Resolution and Reduces Uncertainty
Understanding subsurface heterogeneity is crucial to predicting groundwater flow pathways, mixing, and other processes in aquifers and other fluid reservoirs. Despite significant effort developing geophysical tools to understand this heterogeneity, geophysical mapping of aquifer flow parameters—transmissivity (T)$(T)$, and storativity (S)$(S)$—remains challenging due to both uncertainty in petrophysical relationships and resolution/data coverage issues. A more direct approach to mapping heterogeneity over a range of scales is by inducing aquifer flow at various scales and analyzing spatially distributed pressure responses, so-called Hydraulic Tomography (HT). Oscillatory Hydraulic Tomography (OHT) is a recently-developed variant of HT that takes advantage of signal processing routines and fast computational models to reduce data noise impacts and enable high-performance tomography workflows. Laboratory and field studies have demonstrated that OHT tests performed at multiple frequencies appear to improve aquifer imaging results; however, a rigorous analysis of data content, resolution and uncertainty in OHT workflows has not been performed to-date. This work assesses the resolution and uncertainty in single- and multi-frequency OHT testing through numerical experiments and three separate approaches to assessing tomographic resolution: singular value decomposition, geophysical “checkerboard” tests, and stochastic imaging experiments. Contrary to results in some prior published work, all three approaches verify the ability of OHT to image aquifer parameters at resolutions of roughly 12$\frac{1}{2}$ inter-well spacing distances, and similarly demonstrate the added information provided by multi-frequency data.
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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