<?xml version="1.0" encoding="UTF-8"?>
<crossref_result xmlns="http://www.crossref.org/qrschema/3.0" version="3.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.crossref.org/qrschema/3.0 http://www.crossref.org/schemas/crossref_query_output3.0.xsd">
  <query_result>
    <head>
      <doi_batch_id>none</doi_batch_id>
    </head>
    <body>
      <query status="resolved">
        <doi type="journal_article">10.1190/geo2010-0299.1</doi>
        <crm-item name="publisher-name" type="string">Society of Exploration Geophysicists</crm-item>
        <crm-item name="prefix-name" type="string">Society of Exploration Geophysicists</crm-item>
        <crm-item name="member-id" type="number">186</crm-item>
        <crm-item name="citation-id" type="number">51825520</crm-item>
        <crm-item name="journal-id" type="number">5981</crm-item>
        <crm-item name="deposit-timestamp" type="number">2025121115245750100</crm-item>
        <crm-item name="owner-prefix" type="string">10.1190</crm-item>
        <crm-item name="last-update" type="date">2025-12-11T20:25:08Z</crm-item>
        <crm-item name="created" type="date">2011-11-21T18:33:51Z</crm-item>
        <crm-item name="citedby-count" type="number">9</crm-item>
        <doi_record>
          <crossref xmlns="http://www.crossref.org/xschema/1.1" xsi:schemaLocation="http://www.crossref.org/xschema/1.1 http://doi.crossref.org/schemas/unixref1.1.xsd">
            <journal>
              <journal_metadata language="en">
                <full_title>Geophysics</full_title>
                <issn media_type="electronic">1942-2156</issn>
                <issn media_type="print">0016-8033</issn>
              </journal_metadata>
              <journal_issue>
                <publication_date media_type="other">
                  <month>09</month>
                  <day>1</day>
                  <year>2011</year>
                </publication_date>
                <publication_date media_type="print">
                  <month>09</month>
                  <day>01</day>
                  <year>2011</year>
                </publication_date>
                <journal_volume>
                  <volume>76</volume>
                </journal_volume>
                <issue>5</issue>
              </journal_issue>
              <journal_article publication_type="full_text">
                <titles>
                  <title>Predicting the engineering and transport properties of soils using fractal equivalent circuit model: Laboratory experiments</title>
                </titles>
                <contributors>
                  <person_name sequence="first" contributor_role="author">
                    <given_name>Fred Kofi</given_name>
                    <surname>Boadu</surname>
                    <affiliations>
                      <institution>
                        <institution_name>Duke University 1 , Department of Civil and Environmental Engineering, Durham, NC, . E-mail: boadu@duke.edu .</institution_name>
                        <institution_place>USA</institution_place>
                      </institution>
                    </affiliations>
                  </person_name>
                </contributors>
                <jats:abstract xmlns:jats="http://www.ncbi.nlm.nih.gov/JATS1">
                  <jats:title>ABSTRACT</jats:title>
                  <jats:p>Frequency-dependent electrical measurements of soils contain useful information about their texture and structure that can be linked to their engineering and transport properties. We performed frequency-dependent electrical measurements on 29 natural soils with wide variability in physical and textural properties in a laboratory environment at a constant stress level and in the frequency range of 0.01 Hz–10 kHz. The engineering and hydraulic properties of these soils, that is, the hydraulic conductivity K, void ratio e, fines content fc, intergranular void ratio eg and the dry density γd are concurrently measured. The electrical behaviors of the soils are modeled with an equivalent circuit model, which are described by six circuit parameters. Relationships between the circuit parameters and the soil properties (geotechnical engineering and hydraulic) are investigated. Crossplots of frequency exponent η and resistivity ρ0 and that of η and grain percent resistivity δr clusters soils with high and low values of hydraulic conductivity, whereas crossplots of relaxation time τ and ρ0 clusters soils with high and low intergranular void ratio. Regression models are developed using the parameters η and δr to predict the hydraulic conductivity with R2=0.85; ρ0 and τ to predict the intergranular void ratio with R2=0.74 and ρ0 and η to predict the dry density with R2=0.67.</jats:p>
                </jats:abstract>
                <publication_date media_type="other">
                  <month>09</month>
                  <day>1</day>
                  <year>2011</year>
                </publication_date>
                <publication_date media_type="print">
                  <month>09</month>
                  <day>01</day>
                  <year>2011</year>
                </publication_date>
                <publication_date media_type="online">
                  <month>11</month>
                  <day>21</day>
                  <year>2011</year>
                </publication_date>
                <pages>
                  <first_page>F329</first_page>
                  <last_page>F338</last_page>
                </pages>
                <doi_data>
                  <doi>10.1190/geo2010-0299.1</doi>
                  <resource>https://pubs.geoscienceworld.org/geophysics/article/76/5/F329/308385/Predicting-the-engineering-and-transport</resource>
                  <collection property="syndication">
                    <item>
                      <resource mime_type="application/pdf" content_version="vor">https://pubs.geoscienceworld.org/seg/geophysics/article-pdf/76/5/F329/3221476/geo2010-0299.pdf</resource>
                    </item>
                  </collection>
                  <collection property="crawler-based">
                    <item crawler="iParadigms">
                      <resource>https://pubs.geoscienceworld.org/seg/geophysics/article-pdf/76/5/F329/3221476/geo2010-0299.pdf</resource>
                    </item>
                  </collection>
                  <collection property="list-based" multi-resolution="unlock">
                    <item label="geoscienceworld" setbyID="soeg">
                      <resource>http://geophysics.geoscienceworld.org/cgi/doi/10.1190/geo2010-0299.1</resource>
                    </item>
                  </collection>
                </doi_data>
                <citation_list>
                  <citation key="2025121115245750100_r1">
                    <issn>1090-0241</issn>
                    <journal_title>Journal of Geotechnical and Geoenvironmental Engineering</journal_title>
                    <author>Boadu</author>
                    <volume>126</volume>
                    <cYear>2000</cYear>
                    <doi provider="crossref">10.1061/(ASCE)1090-0241(2000)126:8(739)</doi>
                    <article_title>Hydraulic conductivity of soils from grain size distribution: New models</article_title>
                  </citation>
                  <citation key="2025121115245750100_r2">
                    <issn>0016-8033</issn>
                    <journal_title>Geophysics</journal_title>
                    <author>Boadu</author>
                    <volume>75</volume>
                    <issue>3</issue>
                    <cYear>2010</cYear>
                    <doi provider="crossref">10.1190/1.3374465</doi>
                    <article_title>Influence of petrophysical and geotechnical engineering properties on the electrical response of unconsolidated earth materials</article_title>
                  </citation>
                  <citation key="2025121115245750100_r3">
                    <issn>1083-1363</issn>
                    <journal_title>Journal of Environmental and Engineering Geophysics</journal_title>
                    <author>Boadu</author>
                    <volume>5</volume>
                    <cYear>2000</cYear>
                    <doi provider="crossref">10.4133/JEEG5.4.1</doi>
                    <article_title>Estimating hydraulic conductivity and porosity of soils from spectral electrical response measurements</article_title>
                  </citation>
                  <citation key="2025121115245750100_r4">
                    <issn>1083-1363</issn>
                    <journal_title>Journal of Environmental and Engineering Geophysics</journal_title>
                    <author>Boadu</author>
                    <volume>11</volume>
                    <cYear>2006</cYear>
                    <doi provider="crossref">10.2113/JEEG11.3.161</doi>
                    <article_title>Effect of clay and salinity on the spectral electrical response of soils</article_title>
                  </citation>
                  <citation key="2025121115245750100_r5">
                    <issn>0024-581X</issn>
                    <journal_title>The Log Analyst</journal_title>
                    <author>Börner</author>
                    <volume>32</volume>
                    <cYear>1991</cYear>
                    <article_title>A relation between the quadrature component of electrical conductivity and the specific surface area of sedimentary rocks</article_title>
                  </citation>
                  <citation key="2025121115245750100_r6">
                    <issn>0016-8025</issn>
                    <journal_title>Geophysical Prospecting</journal_title>
                    <author>Börner</author>
                    <volume>44</volume>
                    <cYear>1996</cYear>
                    <doi provider="crossref">10.1111/j.1365-2478.1996.tb00167.x</doi>
                    <article_title>Evaluation of transport and storage properties in soil and groundwater zone from induced polarization measurements</article_title>
                  </citation>
                  <citation key="2025121115245750100_r7">
                    <volume_title>Soil mechanics laboratory manual</volume_title>
                    <author>Das</author>
                    <cYear>2002</cYear>
                  </citation>
                  <citation key="2025121115245750100_r8">
                    <issn>0022-1694</issn>
                    <journal_title>Journal of Hydrology</journal_title>
                    <author>de Lima</author>
                    <volume>235</volume>
                    <cYear>2000</cYear>
                    <doi provider="crossref">10.1016/S0022-1694(00)00256-0</doi>
                    <article_title>Estimation of hydraulic parameters of shaly sandstone aquifers from geoelectrical measurements</article_title>
                  </citation>
                  <citation key="2025121115245750100_r9">
                    <issn>0016-8033</issn>
                    <journal_title>Geophysics</journal_title>
                    <author>Dias</author>
                    <volume>65</volume>
                    <cYear>2000</cYear>
                    <doi provider="crossref">10.1190/1.1444738</doi>
                    <article_title>Developments in a model to describe low-frequency electrical polarization of rocks</article_title>
                  </citation>
                  <citation key="2025121115245750100_r10">
                    <volume_title>Applied regression analysis</volume_title>
                    <author>Draper</author>
                    <cYear>1981</cYear>
                  </citation>
                  <citation key="2025121115245750100_r11">
                    <volume_title>An introduction to geotechnical engineering</volume_title>
                    <author>Holtz</author>
                    <cYear>1981</cYear>
                  </citation>
                  <citation key="2025121115245750100_r12">
                    <issn>0956-540X</issn>
                    <journal_title>Geophysical Journal International</journal_title>
                    <author>Jougnot</author>
                    <volume>180</volume>
                    <cYear>2010</cYear>
                    <doi provider="crossref">10.1111/j.1365-246X.2009.04426.x</doi>
                    <article_title>Spectral induced polarization of partially saturated clay-rocks: A mechanistic approach</article_title>
                  </citation>
                  <citation key="2025121115245750100_r13">
                    <issn>0163-1829</issn>
                    <journal_title>Physical Review B: Condensed Matter and Materials Physics</journal_title>
                    <author>Kaplan</author>
                    <volume>32</volume>
                    <cYear>1985</cYear>
                    <doi provider="crossref">10.1103/PhysRevB.32.7360</doi>
                    <article_title>Effect of disorder on a fractal model for the ac response of a rough interface</article_title>
                  </citation>
                  <citation key="2025121115245750100_r14">
                    <issn>0031-9007</issn>
                    <journal_title>Physical Review Letters</journal_title>
                    <author>Katz</author>
                    <volume>54</volume>
                    <cYear>1985</cYear>
                    <doi provider="crossref">10.1103/PhysRevLett.54.1325</doi>
                    <article_title>Fractal sandstone pores: Implications for conductivity and pore formation</article_title>
                  </citation>
                  <citation key="2025121115245750100_r15">
                    <issn>0021-9797</issn>
                    <journal_title>Journal of Colloid and Interface Science</journal_title>
                    <author>Leroy</author>
                    <volume>270</volume>
                    <cYear>2004</cYear>
                    <doi provider="crossref">10.1016/j.jcis.2003.08.007</doi>
                    <article_title>A triple-layer model of the surface electrochemical properties of clay minerals</article_title>
                  </citation>
                  <citation key="2025121115245750100_r16">
                    <issn>0148-0227</issn>
                    <journal_title>Journal of Geophysical Research</journal_title>
                    <author>Leroy</author>
                    <volume>114</volume>
                    <cYear>2009</cYear>
                    <doi provider="crossref">10.1029/2008JB006114</doi>
                    <article_title>A mechanistic model for the spectral induced polarization of clay material</article_title>
                  </citation>
                  <citation key="2025121115245750100_r17">
                    <issn>0031-9007</issn>
                    <journal_title>Physical Review Letters</journal_title>
                    <author>Liu</author>
                    <volume>55</volume>
                    <cYear>1985</cYear>
                    <doi provider="crossref">10.1103/PhysRevLett.55.529</doi>
                    <article_title>Fractal model for the ac response of a rough interface</article_title>
                  </citation>
                  <citation key="2025121115245750100_r18">
                    <volume_title>Fractals in physics</volume_title>
                    <author>Liu</author>
                    <cYear>1986</cYear>
                    <article_title>Theory of the AC response of rough interfaces</article_title>
                  </citation>
                  <citation key="2025121115245750100_r19">
                    <volume_title>The fractal geometry of nature</volume_title>
                    <author>Mandelbrot</author>
                    <cYear>1983</cYear>
                    <doi provider="crossref">10.1119/1.13295</doi>
                  </citation>
                  <citation key="2025121115245750100_r20">
                    <issn>0016-8505</issn>
                    <journal_title>Geotechnique</journal_title>
                    <author>McCarter</author>
                    <volume>47</volume>
                    <cYear>1997</cYear>
                    <doi provider="crossref">10.1680/geot.1997.47.1.179</doi>
                    <article_title>Soil characterization using electrical measurements</article_title>
                  </citation>
                  <citation key="2025121115245750100_r21">
                    <volume_title>Statistical methods for engineers</volume_title>
                    <author>McCuen</author>
                    <cYear>1985</cYear>
                  </citation>
                  <citation key="2025121115245750100_r22">
                    <volume_title>Geophysical data analysis</volume_title>
                    <author>Menke</author>
                    <cYear>1989</cYear>
                  </citation>
                  <citation key="2025121115245750100_r23">
                    <volume_title>Fundamentals of soil behavior</volume_title>
                    <author>Mitchell</author>
                    <cYear>2005</cYear>
                  </citation>
                  <citation key="2025121115245750100_r24">
                    <issn>0013-4686</issn>
                    <journal_title>Electrochimica Acta</journal_title>
                    <author>Nyikos</author>
                    <volume>30</volume>
                    <cYear>1985</cYear>
                    <doi provider="crossref">10.1016/0013-4686(85)80016-5</doi>
                    <article_title>Fractal dimension and fractional power frequency-dependent impedance of blocking electrodes</article_title>
                  </citation>
                  <citation key="2025121115245750100_r25">
                    <issn>0016-8033</issn>
                    <journal_title>Geophysics</journal_title>
                    <author>Olhoeft</author>
                    <volume>50</volume>
                    <cYear>1985</cYear>
                    <doi provider="crossref">10.1190/1.1441880</doi>
                    <article_title>Low-frequency electrical properties</article_title>
                  </citation>
                  <citation key="2025121115245750100_r26">
                    <volume_title>Particle and Particle Systems Characterization</volume_title>
                    <author>Pape</author>
                    <cYear>1984</cYear>
                    <article_title>The role of fractal quantities, as specific surface and tortuosities, for physical properties of porous media</article_title>
                  </citation>
                  <citation key="2025121115245750100_r27">
                    <issn>0166-6622</issn>
                    <journal_title>Colloids and Surfaces</journal_title>
                    <author>Pape</author>
                    <volume>27</volume>
                    <cYear>1987</cYear>
                    <doi provider="crossref">10.1016/0166-6622(87)80331-1</doi>
                    <article_title>Interlayer conductivity of rocks — A fractal model of interface irregularities for calculating interlayer conductivity of natural porous mineral systems</article_title>
                  </citation>
                  <citation key="2025121115245750100_r28">
                    <issn>0022-2720</issn>
                    <journal_title>Journal of Microscopy</journal_title>
                    <author>Pape</author>
                    <volume>148</volume>
                    <cYear>1987</cYear>
                    <doi provider="crossref">10.1111/j.1365-2818.1987.tb02861.x</doi>
                    <article_title>Theory of self-similar network structures in sedimentary and igneous rocks and their investigation with microscopical and physical methods</article_title>
                  </citation>
                  <citation key="2025121115245750100_r29">
                    <issn>0021-9606</issn>
                    <journal_title>Journal of Chemical Physics</journal_title>
                    <author>Pfeifer</author>
                    <volume>79</volume>
                    <cYear>1983</cYear>
                    <doi provider="crossref">10.1063/1.446210</doi>
                    <article_title>Chemistry in noninteger dimensions between two and three. I. Fractal theory of heterogeneous surfaces</article_title>
                  </citation>
                  <citation key="2025121115245750100_r30">
                    <issn>0090-6964</issn>
                    <journal_title>Annals of Biomedical Engineering</journal_title>
                    <author>Ragheb</author>
                    <volume>19</volume>
                    <cYear>1991</cYear>
                    <doi provider="crossref">10.1007/BF02368466</doi>
                    <article_title>The polarization impedance of common electrode metals operated at low current densities</article_title>
                  </citation>
                  <citation key="2025121115245750100_r31">
                    <issn>0956-540X</issn>
                    <journal_title>Geophysical Journal International</journal_title>
                    <author>Revil</author>
                    <volume>181</volume>
                    <cYear>2010</cYear>
                    <article_title>Determination of permeability from spectral induced polarization in granular media</article_title>
                  </citation>
                  <citation key="2025121115245750100_r32">
                    <volume_title>Developments in petrophysics</volume_title>
                    <author>Rocha</author>
                    <cYear>1997</cYear>
                    <doi provider="crossref">10.1144/GSL.SP.1997.122.01.16</doi>
                    <article_title>Fractal geometry, porosity and complex resistivity from rough pore interfaces to hand specimen</article_title>
                  </citation>
                  <citation key="2025121115245750100_r33">
                    <issn>0016-8033</issn>
                    <journal_title>Geophysics</journal_title>
                    <author>Ruffet</author>
                    <volume>56</volume>
                    <cYear>1991</cYear>
                    <article_title>Complex conductivity measurements and fractal nature of porosity</article_title>
                  </citation>
                  <citation key="2025121115245750100_r34">
                    <volume_title>Physical properties of rocks: Fundamentals and principles in petrophysics</volume_title>
                    <author>Schön</author>
                    <cYear>2004</cYear>
                  </citation>
                  <citation key="2025121115245750100_r35">
                    <issn>1083-1363</issn>
                    <journal_title>Journal of Environmental and Engineering Geophysics</journal_title>
                    <author>Seabrook</author>
                    <volume>7</volume>
                    <cYear>2002</cYear>
                    <doi provider="crossref">10.4133/JEEG7.2.88</doi>
                    <article_title>Relating electrical response and petrophysical properties of sands subjected to stress changes</article_title>
                  </citation>
                  <citation key="2025121115245750100_r36">
                    <issn>0043-1397</issn>
                    <journal_title>Water Resources Research</journal_title>
                    <author>Slater</author>
                    <volume>38</volume>
                    <cYear>2002</cYear>
                    <doi provider="crossref">10.1029/2001WR001075</doi>
                    <article_title>Electric-hydraulic relationships observed for unconsolidated sediments</article_title>
                  </citation>
                  <citation key="2025121115245750100_r37">
                    <issn>1090-0241</issn>
                    <journal_title>Journal of Geotechnical and Geoenvironmental Engineering</journal_title>
                    <author>Thevanayagam</author>
                    <volume>124</volume>
                    <cYear>1998</cYear>
                    <doi provider="crossref">10.1061/(ASCE)1090-0241(1998)124:6(479)</doi>
                    <article_title>Effect of fines and confining stress on undrained shear strength of silty sands</article_title>
                  </citation>
                  <citation key="2025121115245750100_r38">
                    <issn>1090-0241</issn>
                    <journal_title>Journal of Geotechnical and Geoenvironmental Engineering</journal_title>
                    <author>Thevanayagam</author>
                    <volume>124</volume>
                    <cYear>1998</cYear>
                    <doi provider="crossref">10.1061/(ASCE)1090-0241(1998)124:1(53)</doi>
                    <article_title>Fractal model for flow through saturated soils</article_title>
                  </citation>
                  <citation key="2025121115245750100_r39">
                    <issn>1090-0241</issn>
                    <journal_title>Journal of Geotechnical and Geoenvironmental Engineering</journal_title>
                    <author>Thevanayagam</author>
                    <volume>128</volume>
                    <cYear>2002</cYear>
                    <doi provider="crossref">10.1061/(ASCE)1090-0241(2002)128:10(849)</doi>
                    <article_title>Undrained fragility of clean sands, silty sands, and sandy silts</article_title>
                  </citation>
                  <citation key="2025121115245750100_r40">
                    <journal_title>Scientific Drilling</journal_title>
                    <author>Vogelsang</author>
                    <volume>3</volume>
                    <cYear>1992</cYear>
                    <article_title>Logging of induced polarization in the KTB-Oberpfalz VB interpreted by a fractal model</article_title>
                  </citation>
                  <citation key="2025121115245750100_r41">
                    <issn>0031-9007</issn>
                    <journal_title>Physical Review Letters</journal_title>
                    <author>Wong</author>
                    <volume>57</volume>
                    <cYear>1986</cYear>
                    <doi provider="crossref">10.1103/PhysRevLett.57.637</doi>
                    <article_title>Surface roughening and the fractal nature of rocks</article_title>
                  </citation>
                </citation_list>
              </journal_article>
            </journal>
          </crossref>
        </doi_record>
      </query>
    </body>
  </query_result>
</crossref_result>