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<collection-meta collection-type="series">
<title-group>
<title>U.S. Geological Survey accepted manuscript</title>
<alt-title alt-title-type="pub-short-title">accepted manuscript</alt-title>
<alt-title alt-title-type="pub-acronym-title">AM</alt-title>
</title-group>
<contrib-group>
<contrib>
<aff><institution>U.S. Department of the Interior</institution></aff></contrib>
<contrib>
<aff><institution>U.S. Geological Survey</institution></aff></contrib>
</contrib-group>
</collection-meta>
<book-meta>
<book-id book-id-type="publisher-id">70277080</book-id>
<book-id book-id-type="doi">70277080</book-id><book-title-group><book-title>Computing Flow-Field Distortion Coefficients from Well-Construction and Formation Properties</book-title></book-title-group>
<contrib-group content-type="authors">
<contrib contrib-type="author"><string-name><given-names>E. Randall</given-names><x> </x><surname>Bayless</surname></string-name><x>,</x><xref ref-type="fn" rid="afn1"><sup>1 </sup></xref></contrib>
<contrib contrib-type="author"><string-name><given-names>Chad J.</given-names><x> </x><surname>Ostheimer</surname></string-name><x>,</x><xref ref-type="fn" rid="afn2"><sup>2 </sup></xref></contrib>
<contrib contrib-type="author"><string-name><given-names>Robert A.</given-names><x> </x><surname>Darner</surname></string-name><xref ref-type="fn" rid="afn3"><sup>3</sup></xref><x><sup>* </sup></x></contrib>
</contrib-group>
<author-notes>
<fn id="afn1"><label>1</label>
<p>U.S. Geological Survey (retired), Ohio-Kentucky-Indiana Water Science Center, Indianapolis, IN 46278; 317 290-3333; fax: 317 290-3313</p></fn>
<fn id="afn2"><label>2</label>
<p>U.S. Geological Survey, Ohio-Kentucky-Indiana Water Science Center, Columbus, OH 43229; 614 430-7700; fax: 614 430-7777; <underline><email xlink:href="ostheime@usgs.gov">ostheime@usgs.gov</email></underline></p></fn>
<fn id="afn3"><label>3</label>
<p>U.S. Geological Survey, Ohio-Kentucky-Indiana Water Science Center, Columbus, OH 43229; 614 430-7700; fax: 614 430-7777; <underline><email xlink:href="radarner@usgs.gov">radarner@usgs.gov</email></underline></p></fn>
<fn id="afn4">
<p>Corresponding author: Robert A. Darner*</p></fn></author-notes>
<pub-date date-type="pub">
<year>2026</year></pub-date><book-volume-number/>
<publisher>
<publisher-name>U.S. Geological Survey</publisher-name>
<publisher-loc>Reston, Virginia</publisher-loc>
</publisher>
<edition/>
<abstract>
<title>Abstract</title>
<p>Direct measurements of groundwater velocity made with borehole flowmeters in screened wells must be compensated for the effects of flow-field distortion (also known as borehole acceleration). A theoretical equation developed by Drost et al. (1968) and simple inputs describing hydraulic properties of well construction and geologic formation were programmed into an Excel workbook to facilitate computation by groundwater-flowmeter users. Tables describing the physical and hydraulic properties for well constructions and gravel pack media are provided with an example to facilitate use of the workbook.</p>
<p>Groundwater flowlines converge or diverge as they pass from a geologic formation, through a gravel pack and well screen. The extent of flowline convergence or divergence and value of the flow-field distortion coefficient is related to the relative changes in hydraulic conductivity of the well screen, gravel pack and geologic formation. Convergence or divergence is accompanied by acceleration or deceleration of groundwater.</p>
<p>Direct measurements of groundwater velocity at the center of the monitoring well can be adjusted to provide a more accurate estimate of velocity in the formation by applying a correction for flow-field distortion. Variables required to compute the flow-field distortion coefficient include the hydraulic conductivity of the gravel pack, well screen, and the geologic formation surrounding the well screen; the borehole radius, and the inside radius and outside radius of the well screen.</p>
<sec>
<title>Key words</title>
<p>groundwater, flowmeter, groundwater velocity, distortion coefficient, borehole acceleration</p>
</sec></abstract>
<notes notes-type="custom-disclaimer">
<p>This is the USGS public access version of the accepted manuscript for this journal article. This manuscript has been peer reviewed and Bureau Approved for release per the USGS Fundamental Science Practices but may not meet USGS editorial or production standards. To view the published version of record and access additional options, please visit the link to the publisher&#x2019;s website.</p></notes>
<notes notes-type="further-information">
<p>For more information on the USGS&#x2014;the Federal source for science about the Earth, its natural and living resources, natural hazards, and the environment&#x2014;visit <ext-link>https://www.usgs.gov</ext-link>.</p></notes>
<notes notes-type="overview">
<p>For an overview of USGS information products, including maps, imagery, and publications, visit <ext-link>https://store.usgs.gov/</ext-link> or contact the store at 1&#x2013;888&#x2013;275&#x2013;8747.</p></notes>
<notes notes-type="disclaimer">
<p>Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.</p></notes>
<notes notes-type="permissions">
<p>Although this information product, for the most part, is in the public domain, it also may contain copyrighted materials as noted in the text. Permission to reproduce <ext-link ext-link-type="uri" xlink:href="https://www.usgs.gov/survey-manual/11006-use-copyrighted-material-usgs-information-products">copyrighted items</ext-link> must be secured from the copyright owner.</p></notes>
</book-meta>
<book-body>
<book-part>
<body>
<sec>
<title>Introduction</title>
<p>The arrival time of groundwater contaminants at a sensitive target, such as a public-supply wellfield, may affect the urgency and approach to remediation. Borehole flowmeters directly measure groundwater vectors (velocity and direction) at the center of the borehole. A flow-field distortion coefficient can be computed from geologic formation and well-construction properties and is required to accurately estimate seepage velocity in the formation. A step towards legitimizing application of borehole flowmeter measurements to contaminant transport studies is to compute the flow-field coefficient from site-specific hydraulic properties. For convenience or where well-construction information is not readily available (e.g. Daley et al., 2005) flow-field distortion coefficients are often selected from a commonly reported range of values. The Excel workbook that accompanies this paper facilitates computing of site-specific flow-field distortion coefficients and provides values of hydraulic properties for many commonly used well-construction materials (Darner et al. 2025).</p>
<p>Drost et al. (1968) examined the common situation where hydraulic conductivity of the geologic formation is less than hydraulic conductivity of the gravel pack (or annular fill), and the latter was less than the hydraulic conductivity of the well screen. Although Drost et al. (1968) used the term &#x2018;permeability&#x2019; and symbol &#x2018;k&#x2019; in mathematical derivations, it is clear from the presentation of Darcy&#x2019;s Law and the measurement units in that presentation that &#x2018;hydraulic conductivity&#x2019; and &#x2018;K&#x2019; were the intended terms. Equation 2, the text in this paper, and the workbook reflect this change (Darner et al. 2025).</p>
<p>The coefficient for computing seepage velocity from velocity measured at the center of the well screen has been examined in the literature for various situations and assumptions (Wheatcraft and Winterberg, 1985; Kearl et al., 1993; Kearl, 1997; Wilson et al., 2001). The coefficients in those studies may not be equivalent to the flow-field distortion coefficient derived by Drost et al. (1968) and may be identified with different names to reflect site specific conditions and instrumentation used in those studies.</p>
<p>The equation used by Drost et al. (1968) to theoretically relate the velocities of dye traces in the formation and at the center of the wellbore were:<disp-formula id="e01"><alternatives><mml:math id="m1"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi>g</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>a</mml:mi><mml:msub><mml:mi>v</mml:mi><mml:mi>f</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>v</mml:mi><mml:mi>k</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>v</mml:mi><mml:mi>s</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>v</mml:mi><mml:mi>m</mml:mi></mml:msub></mml:mrow></mml:math><graphic position="anchor" xlink:href="SPN-5006_m01"/></alternatives><label>(1)</label></disp-formula>where:<def-list list-type="equation-where"><def-item><term><italic>v<sub>g</sub> </italic></term>
<def>
<p>= flow at the center of the well screen,</p></def></def-item><def-item><term><italic>&#x03B1;</italic></term>
<def>
<p>= the flow-field distortion coefficient,</p></def></def-item><def-item><term><italic>v<sub>f</sub> </italic></term>
<def>
<p>= the rate of undisturbed groundwater flow (volume of water divided by time and aquifer cross section),</p></def></def-item><def-item><term><italic>v<sub>k</sub></italic></term>
<def>
<p>= apparent flow rate caused by density convection,</p></def></def-item><def-item><term><italic>v<sub>s</sub></italic></term>
<def>
<p>= apparent flow rate caused by vertical currents in the well screen, and</p></def></def-item><def-item><term><italic>v<sub>m</sub></italic></term>
<def>
<p>= apparent flow rate caused by molecular diffusion of the tracer.</p></def></def-item></def-list>Where laminar, horizontal flow prevails and the molecular diffusion is irrelevant (<italic>v<sub>f </sub></italic><underline>&lt;</underline>0.3 meters per day; m/d), the variables<italic> v<sub>k</sub></italic>, <italic>v<sub>s</sub></italic>, and <italic>v<sub>m</sub> </italic>can be disregarded, yielding:<disp-formula id="e"><alternatives><mml:math id="m2"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi>g</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>a</mml:mi><mml:msub><mml:mi>v</mml:mi><mml:mi>f</mml:mi></mml:msub></mml:mrow></mml:math><graphic position="anchor" xlink:href="SPN-5006_m02"/></alternatives></disp-formula>and<disp-formula id="e02"><alternatives><mml:math display="block" id="m3"><mml:mrow><mml:msub><mml:mi>a</mml:mi><mml:mi>o</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mn>8</mml:mn><mml:mrow><mml:mfenced><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mfenced><mml:mrow><mml:mfenced close="]" open="["><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup><mml:mfenced close="[" open="]"><mml:mrow><mml:mo>+</mml:mo><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mfenced><mml:mrow><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mfenced close="]" open="["><mml:mrow><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced><mml:mfenced close="]" open="["><mml:mrow><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mfrac><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:mfenced></mml:mrow><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:mfenced></mml:mrow></mml:mfrac></mml:mrow></mml:math><graphic position="anchor" xlink:href="SPN-5006_m03"/></alternatives><label>(2)</label></disp-formula>Where (<italic>refer to Figure 1</italic>):<def-list list-type="equation-where"><def-item><term><italic>r<sub>1</sub> </italic></term>
<def>
<p>= inner radius of well screen,</p></def></def-item><def-item><term><italic>r<sub>2</sub></italic></term>
<def>
<p>= outer radius of well screen,</p></def></def-item><def-item><term><italic>r<sub>3</sub></italic></term>
<def>
<p>= borehole radius,</p></def></def-item><def-item><term><italic>k<sub>1</sub></italic></term>
<def>
<p>= well screen hydraulic conductivity,</p></def></def-item><def-item><term><italic>k<sub>2</sub></italic></term>
<def>
<p>= gravel pack hydraulic conductivity,</p></def></def-item><def-item><term><italic>k<sub>3</sub></italic></term>
<def>
<p>= aquifer hydraulic conductivity, and</p></def></def-item><def-item><term><italic>&#x03B1; </italic>and <italic>&#x03B1;<sub>0</sub></italic></term>
<def>
<p>(both unitless) are related by:</p></def></def-item><def-item><term><italic>&#x03B1;</italic> = <italic>&#x03B1;<sub>0</sub></italic>[1 &#x2013; f(<italic>R<sub>e</sub></italic>)] </term>
<def>
<p>and where laminar flow prevails,</p></def></def-item><def-item><term><italic>R<sub>e</sub></italic>=0, <italic>&#x03B1;<sub>0</sub></italic> and <italic>&#x03B1;</italic></term>
<def>
<p>are equivalent.</p></def></def-item><def-item><term><italic>R<sub>e</sub></italic></term>
<def>
<p>= the Reynolds number, a dimensionless number used to distinguish between laminar and turbulent flow and defined as:</p></def></def-item><def-item><term><italic>R<sub>e</sub></italic> = </term>
<def>
<p>(<italic>&#x03C1;&#x03BD;&#x03B4;</italic>/<italic>&#x03BC;</italic>),</p></def></def-item></def-list>Where:</p>
<def-list list-type="equation-where"><def-item><term><italic>&#x03C1;</italic></term>
<def>
<p>= fluid density,</p></def></def-item><def-item><term><italic>&#x03BC;</italic></term>
<def>
<p>= fluid viscosity,</p></def></def-item><def-item><term><italic>&#x03BD; </italic></term>
<def>
<p>= specific discharge, and</p></def></def-item><def-item><term><italic>&#x03B4;</italic></term>
<def>
<p>= mean pore dimension, mean grain diameter, or square root of the permeability (Freeze and Cherry, 1979).</p></def></def-item><def-item><term>f(<italic>R<sub>e</sub></italic>) </term>
<def>
<p>is a function of the Reynolds number that must be determined empirically and ranges from 0 to 1, or 0 &lt; f(<italic>Re</italic>) &lt; 1 (Drost et al., 1968).</p></def></def-item>
</def-list>
<p>Assumptions to this theoretical development and considerations for application to field measurements include the existence of a homogeneous geologic formation in the measurement interval, laminar and horizontal (only) groundwater flow, a cylindrical annular space and well screen, the well contains only water and a flowmeter that has no effect on flow through the well, and velocity measurements are made at the center of the well (Figure 1). A newly installed or recently developed well will be more likely to have hydraulic properties resembling those cited in screen-manufacturer&#x2019;s information than an older well screen having an accumulation of solids in the screen openings, mineral precipitation, or biological fouling.</p>
<fig id="fig01" position="float" fig-type="figure"><label>Figure 1</label><caption><p>Horizontal cross-section through groundwater monitoring well and borehole showing variables used to solve Equation 2 (modified from Drost et al., 1968).</p></caption><long-desc>Three concentric circles with descriptors of well screen, annular space, formation, and variable used in equation 2.</long-desc><graphic xlink:href="SPN-5006_fig01"/></fig>
</sec>
<sec>
<title>Spreadsheet Explanation and Use</title>
<p>Equation (2) was programmed into a spreadsheet to solve for &#x03B1;<sub>0</sub> based on well-construction and formation properties (Darner et al. 2025). Text in the &#x2018;Alpha Calculator&#x2019; spreadsheet, Instructions tab, directs the user to select or manually enter well screen information, aquifer hydraulic conductivity, and gravel pack hydraulic conductivity on the Resources tab. Suggested values for the variables listed in equation (2) are shown in cells E7 through E12 on the Calculator tab. The user can apply the suggested values or modify as needed in cells F7 through F12. The equation is solved for <italic>&#x03B1;<sub>0</sub></italic> (cell D21). The values are entered in the Alpha Calculator using the International System of Units (SI).</p>
<p>The Resources spreadsheet, included in the workbook, includes utilities to convert variables from English units to SI units and compute well-screen hydraulic conductivity from well-screen properties. An example of tables of hydraulic conductivity and well screen inner- and outer radii are provided and can be found online at Johnson Screens (2023) or other screen properties can be applied manually. Representative values for hydraulic conductivity of porous media are provided as a general reference; however, specifications of gravel pack hydraulic conductivity may be available from the vendor. Hydraulic conductivity of the formation is best obtained from slug or aquifer tests (Freeze and Cherry, 1979).</p>
<p>Values computed or converted on the Resources tab must be manually copied to the Calculator tab. Directions for moving converted or computed values of each variable to specific cells on the Alpha Calculator spreadsheet are provided on the Instructions and Resources tabs.</p>
</sec>
<sec>
<title>Discussion</title>
<p>The calculation of <italic>&#x03B1;<sub>0</sub></italic><sub> </sub>values for individual wells and the application to direct measurements of groundwater velocity is a scientific approach to determining a more accurate correction for flow-field deviation when compared to arbitrarily applying a coefficient selected from a range of commonly observed values. The accompanying workbook (Darner et al. 2025) facilitates computing &#x03B1;<sub>0</sub> based on properties of the geologic formation and well components and a theoretical development.</p>
<p>Flow-field distortion coefficients may also be determined through laboratory calibration of flowmeters and comparing direct velocity measurements at the center of the well to known flow rates through the calibration chamber. Laboratory calibration, however, can be tedious and time consuming and can negate some benefit of rapid flow measurements made using borehole flowmeters.</p>
<p>Use of the workbook provided here requires knowledge of the physical dimensions and hydraulic properties of the well environment that can be measured during well installation or deduced from a detailed well-driller&#x2019;s record. Those data may not be common and can require foresight that direct measurements will be made in the well and eventually compensated by application of a correction. Application of a workbook-computed &#x03B1;<sub>0</sub> based on inaccurate well logs and property estimates may be misleading and are suggested to be limited to scenario testing rather than a representation of true formation conditions.</p>
</sec>
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<ref-list><title>References</title>
<ref id="r1"><mixed-citation publication-type="other">Daley, P.F., J. Jantos, W.H. Pedler, and W.A. Mandell. 2005. Intercomparison of groundwater flow monitoring technologies at site OU 1, former Fort Ord, California, September 21, 2005. Lawrence Livermore National Laboratory, UCRL-TR-215567, accessed January 29, 2024, at <pub-id pub-id-type="doi">https://doi.org/10.2172/877915</pub-id>.</mixed-citation></ref>
<ref id="r2"><mixed-citation publication-type="data">Darner, R.A., Ostheimer, C.J., and Bayless, E.R., 2025, Alpha Calculator, version 1.5: U.S. Geological Survey software release, <pub-id pub-id-type="doi">https://doi.org/10.5066/P13NRE6Y</pub-id></mixed-citation></ref>
<ref id="r3"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Drost</surname>, <given-names>W.</given-names></string-name>, <string-name><given-names>D.</given-names><surname>Klotz</surname></string-name>, <string-name><given-names>A.</given-names><surname>Koch</surname></string-name>, <string-name><given-names>H.</given-names><surname>Moser</surname></string-name>, <string-name><given-names>F.</given-names><surname>Neumaier</surname></string-name>, and <string-name><given-names>W.</given-names><surname>Rauert</surname></string-name></person-group>. <year>1968</year>. <article-title>Point dilution methods of investigating groundwater flow by means of radioisotopes</article-title>: <source>Water Resources Research</source> <volume>4</volume>: <fpage>125</fpage>-<lpage>146</lpage>.</mixed-citation></ref>
<ref id="r4"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Freeze</surname>, <given-names>R.A.</given-names></string-name> and <string-name><given-names>J.A.</given-names><surname>Cherry</surname></string-name></person-group>, <year>1979</year>, <source><underline>Groundwater</underline>.</source> <publisher-name>Prentice-Hall, Inc.</publisher-name>, <publisher-loc>Englewood Cliffs, N.J.</publisher-loc> <fpage>07632</fpage>.</mixed-citation></ref>
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<notes notes-type="colophon">
<sec>
<title>Additional Information</title>
<p><bold>Conflicts of interest: </bold>None.</p>
<p><bold>Article Impact Statement: </bold>A workbook and tables of hydraulic properties are presented to facilitate calculation of theoretically accurate flow-field distortion coefficients.</p>
<p><bold>Data Availability Statement: </bold>The data and spreadsheet template that support the findings of this study are available in reference Darner et al. 2025.</p>
<p><bold>Disclaimer: </bold>Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.</p>
</sec></notes>
</book-back>
</book>
