{"title":"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","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":"{\"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}
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 , and storativity —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 inter-well spacing distances, and similarly demonstrate the added information provided by multi-frequency data.
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.