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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1158702</article-id>
<article-id pub-id-type="doi">10.3389/feart.2023.1158702</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Methods</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Wide field electromagnetic method calculation in arbitrary orientation and its effectiveness analysis</article-title>
<alt-title alt-title-type="left-running-head">Tian et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2023.1158702">10.3389/feart.2023.1158702</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tian</surname>
<given-names>Hongjun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2157462/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qiang</surname>
<given-names>Jianke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Kun</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tan</surname>
<given-names>Zhangkun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Dexiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Metallogenic Prediction of Non-ferrous Metals and Geological Environment Monitoring</institution>, <institution>Ministry of Education</institution>, <institution>Central South University</institution>, <addr-line>Changsha</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Geosciences and Info-Physics</institution>, <institution>Central South University</institution>, <addr-line>Changsha</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Geosciences and Technology</institution>, <institution>Southwest Petroleum University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Sichuan Zhongcheng Coal Field Geophysical Engineering, Research Institute Co., Ltd.</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2030373/overview">Cong Zhou</ext-link>, East China University of Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2203923/overview">Ruiheng Li</ext-link>, Chongqing University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2239006/overview">Linjiang Qin</ext-link>, Ministry of Natural Resources, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jianke Qiang, <email>qiangjianke@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1158702</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>02</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Tian, Qiang, Li, Tan, Zhang and Zhu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Tian, Qiang, Li, Tan, Zhang and Zhu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The wide field electromagnetic method <inline-formula id="inf1">
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</inline-formula> observation method requires the horizontal electrical field source (AB) to be parallel to the measure station (MN), but the complex terrain conditions make it difficult to meet the AB parallel MN in field construction, and there is always an azimuthal difference <inline-formula id="inf2">
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</inline-formula>). The method is based on the intrinsic relationship between the electric field components <inline-formula id="inf7">
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</inline-formula>, <inline-formula id="inf8">
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</inline-formula> and the azimuthal difference <inline-formula id="inf9">
<mml:math id="m9">
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</inline-formula> and derives the expression for the electric field <inline-formula id="inf10">
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</mml:mrow>
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</inline-formula> along the MN direction, and then uses the <inline-formula id="inf11">
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</mml:mrow>
</mml:msub>
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</inline-formula> to calculate the wide field apparent resistivity. In this paper, we design a three-layer geoelectric model and calculate the azimuthal angle difference <inline-formula id="inf12">
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</inline-formula> &#x3d; 15&#xb0;wide field apparent resistivity parameters, respectively. The results show that the relative error between the calculated apparent resistivity and the theoretical value is less than 1%, which verifies the correctness and validity of the method. To further verify the accuracy of the method, experimental work on azimuthal difference <inline-formula id="inf14">
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</inline-formula> method is used to calculate the wide field apparent resistivity value; thirdly, taking <inline-formula id="inf19">
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</inline-formula> apparent resistivity parameters, in which the <inline-formula id="inf22">
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</inline-formula> inversion results are more different from the trend of the logging curve, while the <inline-formula id="inf23">
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</inline-formula> inversion results are relatively more consistent with the trend of the logging curve. The arbitrary orientation <inline-formula id="inf24">
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</inline-formula> on the interpretation parameters and improve the accuracy of interpretation, and also greatly expand the applicability and flexibility of <inline-formula id="inf26">
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</inline-formula> wide field electromagnetic method in the observation of complex terrain areas, which has important theoretical research and practical production significance.</p>
</abstract>
<kwd-group>
<kwd>electromagnetic prospecting</kwd>
<kwd>controlled source electromagnetic</kwd>
<kwd>wide field electromagnetic method</kwd>
<kwd>azimuth angle correction</kwd>
<kwd>accuracy and validity</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Geomagnetism and Paleomagnetism</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The electromagnetic induction method is an important branch of geophysical-electrical exploration, which mainly uses the differences in electrical conductivity, permeability and dielectricity of the subsurface medium and applies the principle of electromagnetic induction to observe and study the distribution patterns (frequency characteristics and temporal characteristics) of artificial or naturally occurring electromagnetic fields and thus solve relevant geological problems (<xref ref-type="bibr" rid="B20">Tikhonov, 1950</xref>; <xref ref-type="bibr" rid="B1">Cagniard, 1953</xref>; <xref ref-type="bibr" rid="B9">He, 2010a</xref>; <xref ref-type="bibr" rid="B8">He, 2019</xref>; <xref ref-type="bibr" rid="B3">Chen et al, 2014a</xref>). Therefore, studying the frequency response of the earth to electromagnetic fields can obtain the distribution pattern of the resistivity of the subsurface medium at different depths (<xref ref-type="bibr" rid="B28">Zonge, 1991</xref>; <xref ref-type="bibr" rid="B8">He, 2019</xref>; <xref ref-type="bibr" rid="B29">He, 2020</xref>; <xref ref-type="bibr" rid="B31">Liu et al, 2019</xref>; <xref ref-type="bibr" rid="B30">Liu et al, 2022</xref>; <xref ref-type="bibr" rid="B13">Li et al, 2023</xref>). In electrical exploration, the electromagnetic field itself has interference and resonance phenomena, which complicates the characteristics of the field. By introducing an appropriate definition of apparent resistivity, highlighting the useful information and suppressing the interference information can help us make good analysis and judgment of the observation results, which is beneficial to the inverse interpretation, so the study of the definition of apparent resistivity is meaningful (<xref ref-type="bibr" rid="B24">Yin et al, 1991a</xref>; <xref ref-type="bibr" rid="B14">Liu et al, 2013</xref>; <xref ref-type="bibr" rid="B4">Chen, 2014b</xref>).</p>
<p>There are several resistivity definition methods in the frequency domain EM method, which are mostly based on the uniform half-space model (<xref ref-type="bibr" rid="B16">Spies, 1986</xref>; <xref ref-type="bibr" rid="B25">Yin et al, 1991b</xref>; <xref ref-type="bibr" rid="B18">Tang et al, 2005</xref>). <xref ref-type="bibr" rid="B20">&#x422;&#x418;xohob (1950)</xref> and <xref ref-type="bibr" rid="B1">Cagniard (1953)</xref> separately and independently proposed the Magnetotelluric (MT), which defined the apparent resistivity by a pair of orthogonal component electric field to magnetic field ratios, and established the apparent resistivity as the interpretation parameter. <xref ref-type="bibr" rid="B7">Goldstein (1971)</xref> proposed controlled source audio Magnetotelluric method (CSAMT), which replaced natural source with a controlled source. However, there is a complex implicit function relationship between the uniform half-space surface electromagnetic field values and resistivity in the controlled source frequency domain electromagnetic method, and it is difficult to find the explicit inverse function between resistivity and field by analytical methods (<xref ref-type="bibr" rid="B9">He, 2010a</xref>; <xref ref-type="bibr" rid="B14">Li et al, 2013</xref>), Therefore, the complex high-order function in the field is abandoned, and the MT method is used to define the apparent resistivity parameter. Therefore, the near zone, mid-zone, and wave zone were divided according to the variation properties of the electromagnetic field (<xref ref-type="bibr" rid="B24">Yin et al, 1991a</xref>; <xref ref-type="bibr" rid="B14">Liu et al, 2013</xref>), and the approximate definition of the apparent resistivity in the wave zone was adopted, resulting in serious distortion of the apparent resistivity in the mid-zone and near zone, which affects the interpretation of the sounding curve (<xref ref-type="bibr" rid="B25">Yin et al, 1991b</xref>; <xref ref-type="bibr" rid="B14">Liu et al, 2013</xref>; <xref ref-type="bibr" rid="B4">Cheng et al, 2014b</xref>; <xref ref-type="bibr" rid="B17">Tang et al, 1994</xref>; <xref ref-type="bibr" rid="B19">Tang, 1993</xref>).</p>
<p>In order to unify the wave zone, mid-zone and near zone, a full-zone apparent resistivity is defined, which can reflect the vertical electrical variation of the geoelectric section directly and also expand the controlled source observation zone (<xref ref-type="bibr" rid="B2">Cao, 1978</xref>; <xref ref-type="bibr" rid="B11">Huang et al, 1992</xref>; <xref ref-type="bibr" rid="B19">Tang et al, 1993</xref>; <xref ref-type="bibr" rid="B17">Tang et al, 1994</xref>). <xref ref-type="bibr" rid="B24">Yin et al (1991a)</xref> pointed out that the definition of full-zone apparent resistivity can reflect information of the geoelectric section more realistically than other approximate definitions and is less influenced by the pole distance. <xref ref-type="bibr" rid="B6">Fang et al (1992)</xref> compared the exact formula of uniform half-space field with the formula of the wave zone to obtain a correction coefficient K, and multiplied the apparent resistivity defined in the wave zone by the correction coefficient K to obtain the apparent resistivity value defined in the full zone. This method is simple and easy to implement. <xref ref-type="bibr" rid="B15">Mao and Bao (1996)</xref> proposed a direct algorithm for the full-zone apparent resistivity, which is a concise and accurate method. <xref ref-type="bibr" rid="B18">Tang and He (2005)</xref> analyzed and compared in detail the differences and similarities of apparent resistivity defined by wave zone and full zone. <xref ref-type="bibr" rid="B10">He (2010b)</xref> proposed the wide field electromagnetic sounding method based on the analytic expressions of electromagnetic fields of horizontal current sources and vertical magnetic sources at the ground in semi-uniform space, and proposed the use of computers to realize the calculation of wide field apparent resistivity using the iterative method or the inverse interpolation method. The wide field apparent resistivity calculated by the inverse interpolation method and the iterative method both correctly reflect the electrical variation properties of the subsurface medium, whice completely reflects the opposition and unity of the controlled source frequency electromagnetic field, and more intuitively reflect the objective variation of the geoelectric section with depth (<xref ref-type="bibr" rid="B26">Yu, 2010</xref>; <xref ref-type="bibr" rid="B23">Wang et al, 2012</xref>, <xref ref-type="bibr" rid="B22">2013</xref>; <xref ref-type="bibr" rid="B27">Yuan et al, 2020</xref>). The direct integration method proposed by <xref ref-type="bibr" rid="B5">Dai (2020)</xref> can be widely applied to the calculation of electromagnetic fields at different frequencies and different transceiver distances, which has a strong universality. <xref ref-type="bibr" rid="B12">Li (2017)</xref> pointed out that the distribution and variation pattern of <inline-formula id="inf27">
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</inline-formula> and did not change depending on the definition of apparent resistivity. <xref ref-type="bibr" rid="B24">Yin (1991a)</xref> found that the apparent resistivity response was affected by the radial angle, and the effect occured mainly in the mid and near zone, with the mostly serious effect in the near zone, but it was not affected in the wave zone. <xref ref-type="bibr" rid="B14">Liu et al (2013)</xref> eliminated the influence of observation orientation by the improved method of <inline-formula id="inf31">
<mml:math id="m31">
<mml:mrow>
<mml:mi>E</mml:mi>
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<mml:mi>&#x3c6;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> wide field apparent resistivity definition, which could intuitively and truly reflect the objective variation of geoelectric section with depth. <xref ref-type="bibr" rid="B21">Wang et al (2021)</xref> derived the resistivity expression for the ground-well frequency-domain wide field electromagnetic method from the theory of frequency domain electromagnetic method, and the technique was successfully applied in a super-large metal mine. The above literature is based on the assumption that the AB is parallel to the MN, and discusses how to define the apparent resistivity or discuss the radial angle affects the apparent resistivity parameter, but the effect of the azimuth angle difference <italic>&#x3b1;</italic> between the AB and MN to the observed data is rarely studied. Due to the influence of terrain conditions, it is often difficult to make the current source AB parallel to the observation dipole MN, and there is always a certain azimuth angle difference <italic>&#x3b1;</italic> between them. How to define the apparent resistivity expression accurately and effectively so that the interpreted parameters can reflect the geoelectric cross-section information more truly? This paper takes <inline-formula id="inf32">
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</mml:mrow>
</mml:math>
</inline-formula> wide field electromagnetic method as an example, combining the theoretical model and field measurement data to analyze and study the impact of azimuth angle difference on the observation results, so as to put forward the calculation method of arbitrary azimuth wide field electromagnetic method <inline-formula id="inf33">
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</inline-formula>. Firstly, based on the intrinsic relationship between the electric field components <inline-formula id="inf34">
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</inline-formula> and the azimuthal difference <inline-formula id="inf36">
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</inline-formula>, we derive the expression of electric field <inline-formula id="inf37">
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</inline-formula> along the MN direction. Secondly, a three-layer geoelectric model is designed to compare and analyze the <inline-formula id="inf38">
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</inline-formula> apparent resistivity parameters corresponding to the azimuthal difference <inline-formula id="inf40">
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</inline-formula>, so as to verify the algorithm in this paper; Finally, in order to further analyze and study the influence of <inline-formula id="inf41">
<mml:math id="m41">
<mml:mrow>
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</mml:mrow>
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</inline-formula> on the observation data and interpretation results, the field experiments are carried out next to a known well in Sichuan Province, China. The results show that the relative error of the apparent resistivity of <inline-formula id="inf42">
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</inline-formula>, and when the <inline-formula id="inf44">
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</inline-formula> reaches 10&#xb0; and 15&#xb0;, the relative error is more than 100%, and the geoelectric information reflected by the same measurement point is seriously distorted, and the inversion results are different from the change trend of the logging curve; the <inline-formula id="inf45">
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</sec>
<sec id="s2">
<title>2 Basic theory</title>
<sec id="s2-1">
<title>2.1 Wide field electromagnetic method <inline-formula id="inf51">
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<p>Under quasi-static conditions, the receiver MN remains parallel to the current source AB, i.e., the angular difference between AB and MN is <inline-formula id="inf52">
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<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
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<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
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</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>1</mml:mn>
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<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
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<mml:mfrac>
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<mml:mo>&#x2061;</mml:mo>
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<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mfrac>
<mml:msubsup>
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<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
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<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>1</mml:mn>
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</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
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<mml:mrow>
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<mml:msub>
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<mml:mn>1</mml:mn>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
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</mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
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</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>0</mml:mn>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
</mml:msubsup>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
<mml:mfrac>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>Where <italic>I</italic> is Current; <italic>dL</italic> is electric dipole; <inline-formula id="inf58">
<mml:math id="m59">
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is distance between the receiving point and the center point of the electric dipole; <inline-formula id="inf59">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf60">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are 1st and 0th order Bessel functions respectively; <inline-formula id="inf61">
<mml:math id="m62">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the first layer factor; <inline-formula id="inf62">
<mml:math id="m63">
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the second layer factor.<disp-formula id="e2">
<mml:math id="m64">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mrow>
<mml:mo>&#x007C;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>&#x007C;</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>[</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mo>[</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>}</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x007C;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>&#x007C;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>If the number of layers <inline-formula id="inf63">
<mml:math id="m65">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, then the layer factors <inline-formula id="inf64">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf65">
<mml:math id="m67">
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> of Eq. <xref ref-type="disp-formula" rid="e2">2</xref> are both equal to 1, and Eq. <xref ref-type="disp-formula" rid="e1">1</xref> will be transformed into an expression for the field on the surface of a uniform earth (<xref ref-type="bibr" rid="B9">He, 2010a</xref>).<disp-formula id="e3">
<mml:math id="m68">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mn>3</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>The expressions of <inline-formula id="inf66">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> wide field apparent resistivity <inline-formula id="inf67">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B10">He, 2010b</xref>; <xref ref-type="bibr" rid="B8">He, 2019</xref>) are<disp-formula id="e4">
<mml:math id="m71">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mi>I</mml:mi>
</mml:mfrac>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Eq. <xref ref-type="disp-formula" rid="e4">4</xref>, <inline-formula id="inf68">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the device coefficient of the observation system; <inline-formula id="inf69">
<mml:math id="m73">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the potential difference between the MN at the measurement end, the unit is V; <inline-formula id="inf70">
<mml:math id="m74">
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the distance between the MN at the measurement end, the unit is m; <inline-formula id="inf71">
<mml:math id="m75">
<mml:mrow>
<mml:mi>I</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the intensity of the emission current, the unit is A; dL is the dipole moment length, in m; <inline-formula id="inf72">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the component of the uniform half-space electric field along the <italic>x</italic>-axis; <italic>k</italic> is the wave number; <inline-formula id="inf73">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the electromagnetic response function, and the specific expressions are:<disp-formula id="e5">
<mml:math id="m78">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>In Eq. <xref ref-type="disp-formula" rid="e5">5</xref>, <inline-formula id="inf74">
<mml:math id="m79">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the angle between <italic>x</italic>-axis and radial vector <bold>
<italic>r</italic>
</bold>, <inline-formula id="inf75">
<mml:math id="m80">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the magnetic permeability, <inline-formula id="inf76">
<mml:math id="m81">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the model resistivity of uniform half-space, <inline-formula id="inf77">
<mml:math id="m82">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the dielectric constant. When the detection object is a non-uniform half-space, the wide field apparent resistivity at different measurement points and different frequencies can be obtained according to Eq. <xref ref-type="disp-formula" rid="e4">4</xref>, which reflects the overall resistivity response caused by the entire subsurface medium.</p>
<p>The observation system is designed according to Eq. <xref ref-type="disp-formula" rid="e4">4</xref> in the field, and the electrical information of the observation point location is finally obtained. However, the field construction deployment is restricted by the terrain conditions, and it is difficult to keep the current source AB parallel to the receiving dipole MN, and there is always an azimuthal difference <inline-formula id="inf78">
<mml:math id="m83">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> between them, which will cause the wide field apparent resistivity calculation error and distortion of the geoelectric parameters if we continue to calculate the wide field apparent resistivity along the <inline-formula id="inf79">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> direction.</p>
</sec>
<sec id="s2-2">
<title>2.2 Wide field electromagnetic method <inline-formula id="inf80">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</title>
<p>In order to eliminate the effect caused by the difference <inline-formula id="inf81">
<mml:math id="m86">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in azimuth between AB and MN. In this paper, the formula for calculating <italic>E</italic>_<italic>E</italic>
<sub>
<italic>MN</italic>
</sub> wide field apparent resistivity at any azimuth is derived. Instead of calculating the apparent resistivity along the <inline-formula id="inf82">
<mml:math id="m87">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> direction, this method calculates the apparent resistivity along the MN direction at the measurement end. The advantage of this method is that the field measurement does not require the current source AB to be strictly parallel to the lateral or tangential direction to obtain the true resistivity parameters.</p>
<p>Let the electromagnetic field excited by the electric dipole source be located in the coordinate system <italic>xyz</italic>, the electric dipole source AB is parallel to the <italic>x</italic>-axis, and the angle between the receiving dipole MN and AB is <inline-formula id="inf83">
<mml:math id="m88">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of the arbitrary observation direction MN.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g001.tif"/>
</fig>
<p>The relationship between <inline-formula id="inf84">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf85">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf86">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is obtained as follows.<disp-formula id="e6">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>According to Eq. <xref ref-type="disp-formula" rid="e6">6</xref>, the expression for the electric field of <inline-formula id="inf87">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is as follows.<disp-formula id="e7">
<mml:math id="m94">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x221e;</mml:mi>
</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
<mml:mi>r</mml:mi>
</mml:mfrac>
<mml:mfrac>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
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</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
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</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
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<mml:mi>I</mml:mi>
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<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
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</mml:mfrac>
<mml:msubsup>
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<mml:mfrac>
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</mml:mrow>
<mml:mrow>
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</mml:mfrac>
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</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
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</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
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</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
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</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
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<mml:mi>L</mml:mi>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msup>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
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</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
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<mml:mn>2</mml:mn>
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</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mfrac>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
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</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mi>i</mml:mi>
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<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
<mml:mi>r</mml:mi>
</mml:mfrac>
<mml:mfrac>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
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<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
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<mml:mi>L</mml:mi>
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<mml:mn>2</mml:mn>
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<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mfrac>
<mml:msubsup>
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</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:msub>
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<mml:mrow>
<mml:mi>r</mml:mi>
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<mml:mfrac>
<mml:mrow>
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<mml:mi>m</mml:mi>
<mml:mn>1</mml:mn>
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</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
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<mml:msub>
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<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
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</mml:mrow>
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</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
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<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>m</mml:mi>
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<mml:msubsup>
<mml:mi>R</mml:mi>
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</mml:mfrac>
<mml:msub>
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<mml:mrow>
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<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>r</mml:mi>
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</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
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<mml:mfrac>
<mml:mrow>
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<mml:mn>2</mml:mn>
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<mml:mrow>
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<mml:msubsup>
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<mml:mrow>
<mml:mi>m</mml:mi>
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<mml:mi>R</mml:mi>
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<mml:mo>&#x2b;</mml:mo>
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</mml:mfrac>
<mml:msub>
<mml:mi>J</mml:mi>
<mml:mn>0</mml:mn>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>m</mml:mi>
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</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>The <inline-formula id="inf88">
<mml:math id="m95">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> electric field expression is defined by Eq. <xref ref-type="disp-formula" rid="e7">7</xref>.</p>
<p>If the number of layers <italic>N</italic> &#x3d; 1, both <inline-formula id="inf89">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf90">
<mml:math id="m97">
<mml:mrow>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> are equal to 1. The above equations will be transformed into the expressions for the field on a uniform earth obtained in the previous section.<disp-formula id="e8">
<mml:math id="m98">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
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<mml:mi>M</mml:mi>
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</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
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<mml:mrow>
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</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
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</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mi>cos</mml:mi>
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<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Substituting Eq. <xref ref-type="disp-formula" rid="e8">8</xref> into Eq. <xref ref-type="disp-formula" rid="e4">4</xref>, the accurate expression of the wide field apparent resistivity at the measurement of MN can be obtained<disp-formula id="e9">
<mml:math id="m99">
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mi>I</mml:mi>
</mml:mfrac>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>k</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>In Eq. <xref ref-type="disp-formula" rid="e9">9</xref>: when <inline-formula id="inf91">
<mml:math id="m100">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf92">
<mml:math id="m101">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the correct geoelectric parameters under the observation station can be obtained either by using Eq. <xref ref-type="disp-formula" rid="e9">9</xref> or Eq. <xref ref-type="disp-formula" rid="e4">4</xref>; when <inline-formula id="inf93">
<mml:math id="m102">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2260;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf94">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>&#x2260;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the correct geoelectric parameters under the MN at the measurement end can be obtained by iterative calculation of Eq. <xref ref-type="disp-formula" rid="e9">9</xref>. The wide field apparent resistivity parameters along the MN direction of the receiving dipole can be obtained by iteration or inverse spline difference.</p>
</sec>
<sec id="s2-3">
<title>2.3 Evaluation basis</title>
<p>When discussing the evaluation of the error caused by the azimuthal angle difference <inline-formula id="inf95">
<mml:math id="m104">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> between the current source dipole AB and the receiving dipole MN, the degree of separation between the observed change value caused by <inline-formula id="inf96">
<mml:math id="m105">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and the background must be determined as a criterion, and the relative error between the apparent resistivity value of <inline-formula id="inf97">
<mml:math id="m106">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2260;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and the apparent resistance value of <inline-formula id="inf98">
<mml:math id="m107">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, under the condition of the same frequency point is taken as a criterion in the paper.<disp-formula id="e10">
<mml:math id="m108">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>j</mml:mi>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mi>i</mml:mi>
</mml:msubsup>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
<mml:mo>;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>&#x22c5;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>In Eq. <xref ref-type="disp-formula" rid="e10">10</xref>: <italic>j</italic> is the frequency number, <italic>n</italic> is the number of frequencies, <inline-formula id="inf99">
<mml:math id="m109">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the wide field apparent resistivity value corresponding to the <italic>j</italic>th frequency at <inline-formula id="inf100">
<mml:math id="m110">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2260;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf101">
<mml:math id="m111">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the wide field apparent resistivity value corresponding to the <italic>j</italic>th frequency at <inline-formula id="inf102">
<mml:math id="m112">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Method verification</title>
<p>In order to verify the correctness of the calculation of the arbitrary directional wide field electromagnetic method <inline-formula id="inf103">
<mml:math id="m113">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> proposed in this paper, a three-layer geoelectric model is designed: the first layer has a conductivity of <inline-formula id="inf104">
<mml:math id="m114">
<mml:mrow>
<mml:mn>0.01</mml:mn>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and a thickness of 100&#xa0;m; the second layer has a conductivity of <inline-formula id="inf105">
<mml:math id="m115">
<mml:mrow>
<mml:mn>0.1</mml:mn>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and a thickness of 100&#xa0;m; the third layer has a conductivity of <inline-formula id="inf106">
<mml:math id="m116">
<mml:mrow>
<mml:mn>0.01</mml:mn>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> ; the horizontal long wire source is laid along the <italic>x</italic>-direction with a length of 200&#xa0;m and the coordinates of the center point are (0, 0, 0); the transmitting frequency range is 0.01&#x223c;10,000&#xa0;Hz, the current amplitude is 1&#xa0;A; the measurement line offset distance is 5&#xa0;km, and the observation position (MN) laid along the <italic>x</italic>-direction (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Three-layer ground power model and layout scheme.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g002.tif"/>
</fig>
<p>Option 1: Assuming that the measurement end MN is parallel to transmit source1, i.e., <inline-formula id="inf107">
<mml:math id="m117">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the wide field apparent resistivity is calculated by using the wide field electromagnetic method <inline-formula id="inf108">
<mml:math id="m118">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> theoretical Eq. <xref ref-type="disp-formula" rid="e4">4</xref>.</p>
<p>Option 2: The observation end MN is not parallel to transmit source2, and the angle between MN and dL is designed <inline-formula id="inf109">
<mml:math id="m119">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and the wide field apparent resistivity is calculated using Eq. <xref ref-type="disp-formula" rid="e4">4</xref> and Eq. <xref ref-type="disp-formula" rid="e9">9</xref>, respectively, and the relative mean square error is analyzed based on Eq. <xref ref-type="disp-formula" rid="e10">10</xref>.</p>
<p>Analysis of <xref ref-type="fig" rid="F3">Figure 3</xref> shows that: &#x2460; when <inline-formula id="inf110">
<mml:math id="m120">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> , the black curve in the figure relatively accurately reflects the H-type geoelectric information, in which the high-frequency resistivity value varies at 100&#xa0;&#x3a9;&#xb7;m and the wide field apparent resistivity value of 100&#x223c;10&#xa0;Hz is 23&#xa0;&#x3a9;&#xb7;m; the low-frequency wide field apparent resistivity value fluctuates around 90&#xa0;&#x3a9;&#xb7;m.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Curve diagram of different calculation methods. <bold>(A)</bold>: Frequency-visual resistance sounding graph; <bold>(B)</bold>: Relative error of <inline-formula id="inf111">
<mml:math id="m121">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method and <inline-formula id="inf112">
<mml:math id="m122">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g003.tif"/>
</fig>
<p>&#x2461; When <inline-formula id="inf113">
<mml:math id="m123">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the theoretical wide field apparent resistivity Eq. <xref ref-type="disp-formula" rid="e4">4</xref> is still used to obtain the frequency-wide field apparent resistivity graph (see <xref ref-type="fig" rid="F3">Figure 3A</xref>). (b) Comparing with the theoretical curve of <inline-formula id="inf114">
<mml:math id="m124">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> curve <inline-formula id="inf115">
<mml:math id="m125">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the two curves separate clearly, and the error curve in <xref ref-type="fig" rid="F3">Figure 3B</xref> reveals that the observation error caused by the azimuthal angle difference <inline-formula id="inf116">
<mml:math id="m126">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is &#x3e;10%.</p>
<p>&#x2462; When the azimuth angle <inline-formula id="inf117">
<mml:math id="m127">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the wide area apparent resistivity is calculated by using the <xref ref-type="disp-formula" rid="e10">Formula 10</xref> proposed in this paper for any orientation, and the frequency-wide field apparent resistivity curve is obtained (see <xref ref-type="fig" rid="F3">Figure 3A</xref>). Comparing the theoretical curve in <xref ref-type="fig" rid="F3">Figure 3A</xref> with the 3a <inline-formula id="inf118">
<mml:math id="m128">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> curve line, the two curves almost overlap together, and the error curve in <xref ref-type="fig" rid="F3">Figure 3B</xref> reflects that the error at each frequency point is &#x3c;1%.</p>
<p>By designing the 3-layer theoretical model, the validity of the <inline-formula id="inf119">
<mml:math id="m129">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> calculation formula of the arbitrary azimuthal wide area <inline-formula id="inf120">
<mml:math id="m130">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method is verified. The use of the arbitrary azimuthal wide field <inline-formula id="inf121">
<mml:math id="m131">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method to calculate the wide field apparent resistivity parameters can effectively reduce the influence of the observed parameters by the azimuthal angle difference and make the observed apparent resistivity parameter values closer to the theoretical calculated values. In order to further illustrate the effectiveness and correctness of the proposed method, experimental work was carried out next to a known well in Sichuan.</p>
</sec>
<sec id="s4">
<title>4 Experimental analysis</title>
<sec id="s4-1">
<title>4.1 Field construction layout</title>
<p>In order to analyze the effect of <inline-formula id="inf122">
<mml:math id="m132">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on the observed parameters and further verify the correctness of <inline-formula id="inf123">
<mml:math id="m133">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method in this paper. Different experimental work were carried out without obvious electromagnetic humanistic interference, in which <inline-formula id="inf124">
<mml:math id="m134">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> was 0&#xb0;, 1&#xb0;, 3&#xb0;, 5&#xb0;, 10&#xb0;, and 15&#xb0; respectively. The field experiment scheme is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>: only the position of pole B is changed, while other experimental parameters remain unchanged. When <inline-formula id="inf125">
<mml:math id="m135">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, it indicates that the parallel observation position of the transmitting source AB is parallel to that of the receiving end MN, and there is no azimuth Angle difference.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Schematic diagram of field test construction.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g004.tif"/>
</fig>
<p>This field using pseudo-random 7-frequency wave signal, that is, a simultaneous transmission and reception from the underground 7 frequency signals. The parameters of this experiment: current transmitting source AB &#x3d; 1&#xa0;km, receiving end MN &#x3d; 100&#xa0;m, transmitting current I &#x3d; 80&#xa0;A, keeping the intensity of transmitting current constant, transmitting frequency range 8,192&#x223c;0.01&#xa0;Hz, total 54 frequency points.</p>
<p>To eliminate the effect of current, the observed potential difference data were normalized by current and the &#x201c;frequency-electric field&#x201d; curves were plotted along the MN direction for different <inline-formula id="inf126">
<mml:math id="m136">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> conditions (<xref ref-type="fig" rid="F5">Figure 5</xref>). From the analysis of <xref ref-type="fig" rid="F5">Figure 5</xref>, the difference of electric field caused by different <inline-formula id="inf127">
<mml:math id="m137">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is small, and it is difficult to discern the influence of <inline-formula id="inf128">
<mml:math id="m138">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on the observation results intuitively. In the later analysis, the influence of <inline-formula id="inf129">
<mml:math id="m139">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on the observation results is analyzed from the apparent resistivity parameter, and the validity and correctness of the calculation formula proposed in this paper are verified.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Normalized &#x201c;frequency-field&#x201d; curves for different <inline-formula id="inf130">
<mml:math id="m140">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> currents.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g005.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 Analysis of <inline-formula id="inf131">
<mml:math id="m141">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> experimental results</title>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> shows the &#x201c;frequency-apparent resistivity&#x201d; graph and &#x201c;frequency-relative error&#x201d; graph for different azimuthal differences without considering the effect of azimuthal difference <inline-formula id="inf132">
<mml:math id="m142">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, but directly calculated by inverse spline numerically from Eq. <xref ref-type="disp-formula" rid="e4">4</xref>. The analysis of the &#x201c;frequency-apparent resistivity&#x201d; graph and the relative error graph in <xref ref-type="fig" rid="F6">Figure 6</xref> is shown as follows.<list list-type="simple">
<list-item>
<p>(1) When <inline-formula id="inf133">
<mml:math id="m143">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the corresponding &#x201c;frequency-apparent resistivity&#x201d; curve is the same as the &#x201c;frequency-apparent resistivity&#x201d; curve with <inline-formula id="inf134">
<mml:math id="m144">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and there is no obvious separation, and the relative error of the corresponding apparent resistivity is &#x2264;5%, while the relative error of the apparent resistivity of individual frequency points is &#x3e;5%. The relative error of the apparent resistivity at individual frequency points is &#x3e;5%. It means that the azimuthal difference between the current source AB and the receiver MN <inline-formula id="inf135">
<mml:math id="m145">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> has a small effect on the wide field apparent resistivity.</p>
</list-item>
<list-item>
<p>(2) When <inline-formula id="inf136">
<mml:math id="m146">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F6">Figure 6</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf137">
<mml:math id="m147">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> have no obvious separation in the frequency band (8,192&#x223c;10&#xa0;Hz), and the relative error of each frequency point is &#x2264;10%; in the middle and low There is a weak separation in the frequency band (10&#x223c;0.011&#xa0;Hz), and the relative error at each frequency point varies from 10% to 25%.</p>
</list-item>
<list-item>
<p>(3) When <inline-formula id="inf138">
<mml:math id="m148">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F6">Figure 6</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf139">
<mml:math id="m149">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> do not show significant separation in the frequency band (8,192&#x223c;10&#xa0;Hz), and the relative error of each frequency point is &#x2264;10%; in the middle and low frequency band (10&#x223c;0.011&#xa0;Hz), the separation is more obvious, and the relative error of each frequency point is &#x2264;15%. (10&#x223c;0.011&#xa0;Hz), with relative error &#x2264;15% at each frequency point.</p>
</list-item>
<list-item>
<p>(4) When <inline-formula id="inf140">
<mml:math id="m150">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curves of <xref ref-type="fig" rid="F6">Figure 6</xref> and <inline-formula id="inf141">
<mml:math id="m151">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> both show a clear separation, and even the shape of the curves changes in the low and middle frequency bands (30&#x223c;0.01&#xa0;Hz). In the high-mid frequency band (8,192&#x223c;10&#xa0;Hz), the relative error of apparent resistivity at each frequency point varies from 20% to 40%; in the low-mid frequency band (10&#x223c;0.01&#xa0;Hz), the relative error ranges from 100% to 170%. It indicates that the azimuthal difference between the current source AB and the MN at the receiver has a large effect on the wide field apparent resistivity of the full frequency band, even causing distortion of the apparent resistivity parameters.</p>
</list-item>
<list-item>
<p>(5) When <inline-formula id="inf142">
<mml:math id="m152">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F7">Figure 7</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf143">
<mml:math id="m153">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> both show significant separation, and the shape of the curves in the high-middle frequency band (8,192&#x223c;10&#xa0;Hz) and the low-middle frequency band (30&#x223c;0.01&#xa0;Hz The curves in the high-mid frequency band (8,192&#x223c;10&#xa0;Hz) and the low-mid frequency band (30&#x223c;0.01&#xa0;Hz) have changed or even become distorted. The relative error range of the apparent resistivity at each frequency point in the high-mid frequency band (8,192&#x223c;10&#xa0;Hz) varies from 40% to 255%; the relative error range in the mid-low frequency band (10&#x223c;0.01&#xa0;Hz) is greater than 100%. This indicates that the azimuthal difference between the current source AB and the receiver MN has a large effect on the wide field apparent resistivity in the full frequency band, causing distortion of the apparent resistivity parameters.</p>
</list-item>
</list>
</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Apparent resistivity and error graphs <bold>(A)</bold>: Apparent resistivity graph; <bold>(B)</bold>: Relative error graph.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Apparent resistivity and error&#x201d; graphs <bold>(A)</bold>: Apparent resistivity graph; <bold>(B)</bold>: Relative error graph.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g007.tif"/>
</fig>
<p>From the above analysis, it can be concluded that: in the range of <inline-formula id="inf144">
<mml:math id="m154">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the azimuthal difference <inline-formula id="inf145">
<mml:math id="m155">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> has a small effect on the apparent resistivity parameters; when <inline-formula id="inf146">
<mml:math id="m156">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the azimuthal difference aa mainly affects the apparent resistivity parameters in the middle and low frequency bands; when <inline-formula id="inf147">
<mml:math id="m157">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the azimuthal difference aa has a large effect on the apparent resistivity parameters in the whole frequency band, and the more serious the distortion of the high-middle frequency data, the more obvious the false anomaly caused, and even causes the interpretation of the parameter distortion. If the relative error of the apparent resistivity value &#x2264;10% is considered reasonable, it must be ensured that <inline-formula id="inf148">
<mml:math id="m158">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, but the field construction conditions are restricted by the terrain, and it is often difficult to achieve the azimuthal difference <inline-formula id="inf149">
<mml:math id="m159">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> between the current source AB and the receiver MN, so the angle correction must be made to the observed data to eliminate the influence brought by <inline-formula id="inf150">
<mml:math id="m160">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and improve the interpretation accuracy of the apparent resistivity parameters.</p>
</sec>
<sec id="s4-3">
<title>4.3 Analysis of <inline-formula id="inf151">
<mml:math id="m161">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> experimental results</title>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> shows the &#x201c;frequency-apparent resistivity&#x201d; curve and the relative error curve calculated and plotted according to the arbitrary orientation <inline-formula id="inf152">
<mml:math id="m162">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of Eq. <xref ref-type="disp-formula" rid="e9">9</xref>. The analysis of the &#x201c;frequency-apparent resistivity&#x201d; curve and the relative error graph in <xref ref-type="fig" rid="F7">Figure 7</xref> is shown as follows.<list list-type="simple">
<list-item>
<p>(1) When <inline-formula id="inf153">
<mml:math id="m163">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F7">Figure 7</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf154">
<mml:math id="m164">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> do not show significant separation and approximately coincide, and the relative error of the apparent resistivity at each frequency point is &#x2264;1%, which is reduced from 8% to 1% compared with the calculation of <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
</list-item>
<list-item>
<p>(2) When <inline-formula id="inf155">
<mml:math id="m165">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F7">Figure 7</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf156">
<mml:math id="m166">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> do not show significant separation and almost coincide, and the relative error of the apparent resistivity at each frequency point corresponds to a range of (&#x2212;2% &#x223c; 2%), which is reduced from 15% to 2% compared with the calculation of <xref ref-type="fig" rid="F6">Figure 6</xref> <inline-formula id="inf157">
<mml:math id="m167">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</list-item>
<list-item>
<p>(3) When <inline-formula id="inf158">
<mml:math id="m168">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F7">Figure 7</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve of <inline-formula id="inf159">
<mml:math id="m169">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> do not show any obvious separation, and the shape of the curve changes similarly, and the relative error of the corresponding apparent resistivity at each frequency point changes in the range of (&#x2212;4% &#x223c; 4%), compared with the relative error of <xref ref-type="fig" rid="F6">Figure 6</xref> <inline-formula id="inf160">
<mml:math id="m170">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> calculation method from 25% to 4%.</p>
</list-item>
<list-item>
<p>(4) When <inline-formula id="inf161">
<mml:math id="m171">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the &#x201c;frequency-apparent resistivity&#x201d; curve of <xref ref-type="fig" rid="F7">Figure 7</xref> is not significantly separated from the &#x201c;frequency-apparent resistivity&#x201d; curve with <inline-formula id="inf162">
<mml:math id="m172">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The curve shape changes similarly, and the relative error of the apparent resistivity at each frequency point is (&#x2212;4% &#x223c; 5%), which is reduced from 150% to 5% compared with the relative error of <xref ref-type="fig" rid="F6">Figure 6</xref> <inline-formula id="inf163">
<mml:math id="m173">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> calculation.</p>
</list-item>
<list-item>
<p>(5) When <inline-formula id="inf164">
<mml:math id="m174">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, there is no obvious separation between the &#x201c;frequency-apparent resistivity&#x201d; curve in <xref ref-type="fig" rid="F7">Figure 7</xref> and the &#x201c;frequency-apparent resistivity&#x201d; curve with <inline-formula id="inf165">
<mml:math id="m175">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The shape of the curve changes similarly, and the relative error of the apparent resistivity at each frequency point varies in the range of (&#x2212;7% &#x223c; 10%), which is reduced from 300% to 10% compared with the relative error of the <inline-formula id="inf166">
<mml:math id="m176">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> calculation in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
</list-item>
</list>
</p>
<p>The analysis results of <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref> show that: firstly, the maximum relative error of the wide area apparent resistivity obtained by the arbitrary azimuthal wide area electromagnetic method <inline-formula id="inf167">
<mml:math id="m177">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is reduced from 25% to 4% when <inline-formula id="inf168">
<mml:math id="m178">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, which makes the apparent resistivity parameter closer to the real underground geoelectric information; secondly, the relative error of the wide area apparent resistivity obtained by the arbitrary azimuthal wide area electromagnetic method <inline-formula id="inf169">
<mml:math id="m179">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is reduced from 270% to less than 10% when <inline-formula id="inf170">
<mml:math id="m180">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf171">
<mml:math id="m181">
<mml:mrow>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. Thirdly, if the azimuth angle difference <inline-formula id="inf172">
<mml:math id="m182">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is larger, the effect of using <inline-formula id="inf173">
<mml:math id="m183">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method of arbitrary azimuth wide field electromagnetic method on eliminating <inline-formula id="inf174">
<mml:math id="m184">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is more obvious, which reflects the real resistivity value of the subsurface and improves the accuracy of the wide field apparent resistivity effectively.</p>
</sec>
<sec id="s4-4">
<title>4.4 Analysis of inversion effect</title>
<p>In this section, we take <inline-formula id="inf175">
<mml:math id="m185">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as an example, and perform single-point inversions of <inline-formula id="inf176">
<mml:math id="m186">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf177">
<mml:math id="m187">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> apparent resistivity respectively, and further analyze the effect of azimuthal difference <inline-formula id="inf178">
<mml:math id="m188">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on the interpretation parameters by combining the electric logging data of Ning 227 borehole. One-dimensional continuum imaging was performed on the processed data, and the relevant parameters of inversion were as follows: inversion depth was 4.5&#xa0;km; The number of iterations in the inversion process was 20; The horizontal and depth resolution were 1; The regularization parameter was 5; The fitting error was 0.02. <xref ref-type="fig" rid="F8">Figure 8</xref> shows the bathymetric curves of &#x201c;frequency-apparent resistivity&#x201d; obtained from different calculation methods of <inline-formula id="inf179">
<mml:math id="m189">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf180">
<mml:math id="m190">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the single-point inversion curves are shown in <xref ref-type="fig" rid="F9">Figure 9</xref>.<list list-type="simple">
<list-item>
<p>(1) From <xref ref-type="fig" rid="F8">Figure 8</xref> <inline-formula id="inf181">
<mml:math id="m191">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf182">
<mml:math id="m192">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x201c;frequency-apparent resistivity&#x201d; curve analysis, it can be seen that when the azimuth angle difference is 15&#xb0;, the corresponding &#x201c;frequency-apparent resistivity&#x201d; sounding curves of different calculation methods of the same measurement point are different, and the two curves are completely separated, and the curve change pattern is also different, which means that the azimuth angle difference <italic>&#x3b1;</italic> has a greater influence on the apparent resistivity parameter.</p>
</list-item>
<list-item>
<p>(2) From the comparative analysis of the single-point inversion curve and the drilling electric logging curve in <xref ref-type="fig" rid="F9">Figure 9</xref>, it can be obtained that: Firstly, above elevation 0&#xa0;km, both <inline-formula id="inf183">
<mml:math id="m193">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf184">
<mml:math id="m194">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> have less variability and are in basic agreement with the trend of the logging resistivity curve, and the electrical stratification of the single-point inversion curve is obvious. Secondly, the variation patterns of depth-resistivity curves of <inline-formula id="inf185">
<mml:math id="m195">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf186">
<mml:math id="m196">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> after single-point inversion in the middle and deep parts (0&#x223c;&#x2212;3&#xa0;km) differ greatly, in which the variation trends of <inline-formula id="inf187">
<mml:math id="m197">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> mode curves are generally more consistent with the variation trends of electric logging curves and the resistivity stratification is also obvious, while the variation trends of <inline-formula id="inf188">
<mml:math id="m198">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> curves are more consistent with the variation trends of electric logging curves and the electrical stratification is weaker. Thirdly, from the analysis of the inversion iteration error curve in <xref ref-type="fig" rid="F9">Figure 9</xref>, it can be seen that the number of iterations of <inline-formula id="inf189">
<mml:math id="m199">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> apparent resistivity inversion is 6, and the error decreases from 33% to about 2%, and the error almost no longer changes with the increase of the number of iterations; on the contrary, the number of iterations of <inline-formula id="inf190">
<mml:math id="m200">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> apparent resistivity inversion is 10, and the error decreases from 34% to 3.8%, and the inversion fitting error no longer changes with the increase of the number of iterations. Therefore, the inversion of the <inline-formula id="inf191">
<mml:math id="m201">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> apparent resistivity parameter can achieve a more satisfactory fitting error with fewer iterations.</p>
</list-item>
<list-item>
<p>(3) The use of arbitrary azimuthal wide area electromagnetic method <inline-formula id="inf192">
<mml:math id="m202">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> observation method for field observation data can effectively reduce the observation error caused by azimuthal angle difference, improve the validity and accuracy of the interpretation parameters, and also greatly reduce the construction requirements of <inline-formula id="inf193">
<mml:math id="m203">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> wide area electromagnetic method field current source AB parallel receiving dipole MN, improve the field production efficiency and save economic costs, which has important research significance and practical production significance.</p>
</list-item>
</list>
</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<inline-formula id="inf194">
<mml:math id="m204">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf195">
<mml:math id="m205">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x201c;frequency-apparent resistivity&#x201d; curves.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>
<inline-formula id="inf196">
<mml:math id="m206">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf197">
<mml:math id="m207">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> inversion curves and fitting error curves <bold>(A)</bold>: Black line: electric logging curve of well Ning 227; Blue line: <inline-formula id="inf198">
<mml:math id="m208">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> inversion curve; Red line: <inline-formula id="inf199">
<mml:math id="m209">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> inversion curve <bold>(B)</bold>: Blue line: <inline-formula id="inf200">
<mml:math id="m210">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> error curve; Red line: <inline-formula id="inf201">
<mml:math id="m211">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> error curve.</p>
</caption>
<graphic xlink:href="feart-11-1158702-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>In order to eliminate the influence of azimuthal angle difference <italic>&#x3b1;</italic> to the observation parameters and improve the validity and accuracy of the interpretation parameters, we proposed an arbitrary observation orientation wide field electromag-netic <inline-formula id="inf202">
<mml:math id="m212">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method in this paper, i.e., calculating the wide field apparent resistivity parameters along the MN direction of any measurement end. Based on the results of theoretical model orthorectification and field measurement data, the following conclusions are obtained:<list list-type="simple">
<list-item>
<p>(1) The three-layer geoelectric model and two observation schemes are designed, and by comparing with the theoretical method <italic>E_E</italic>
<sub>
<italic>x</italic>
</sub>, the method <inline-formula id="inf203">
<mml:math id="m213">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> calculation method is adopted, which effectively eliminates the influence of azimuthal angle difference <italic>&#x3b1;</italic> to the apparent resistivity parameters and verifies the effectiveness and correctness of the arbitrary azimuthal wide field electromagnetic method <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub>
<italic>.</italic>
</p>
</list-item>
<list-item>
<p>(2) The experimental work of different azimuth angle difference <italic>&#x3b1;</italic> was carried out beside the well, and the calculation parameters of wide field electromagnetic method <italic>E_E</italic>
<sub>
<italic>x</italic>
</sub> and arbitrary azimuth wide field electromagnetic method <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub> were compared and analyzed. The results show that: Firstly, when <italic>&#x3b1;</italic> &#x2264; 5&#xb0;, at the same frequency of the same measuring station, the maximum relative error of the wide field apparent resistivity value using any azimuth <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub> method decreases from 30% to 4% compared with the <italic>E_E</italic>
<sub>
<italic>x</italic>
</sub> method, which effectively improves the accuracy of the apparent resistivity value and makes the qualitative analysis more accurate; Secondly, when <italic>&#x3b1;</italic> &#x3d; 10&#xb0; and 15&#xb0;, the relative error of the whole band apparent resistivity value of <italic>E_E</italic>
<sub>
<italic>x</italic>
</sub> calculation method is not less than 50%, the maximum is 300%, and the apparent resistivity parameter is seriously distorted. Using any azimuth <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub> calculation method, the maximum relative error of the all-band apparent resistivity decreases from 300% to less than 10%; Thirdly, the single station inversion results of different methods show that the arbitrary azimuth <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub> calculation method can achieve a relatively ideal fitting error with fewer iterations, and the interpretation parameters are closer to the actual formation electrical information, improving the accuracy of resistivity parameter. Arbitrary azimuth wide field electromagnetic method <italic>E_E</italic>
<sub>
<italic>MN</italic>
</sub> can effectively reduce the observation error caused by azimuth angle difference <italic>&#x3b1;</italic>, and can directly and truly reflect the objective change of geoelectric section with depth, which makes the electrical analysis more accurate, and further verifies the validity and reliability of the calculation method in this paper.</p>
</list-item>
<list-item>
<p>(3) The wide field apparent resistivity parameters obtained by the arbitrary orientation <inline-formula id="inf204">
<mml:math id="m214">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> method can effectively eliminate the observation error caused by <italic>&#x3b1;</italic> between the current source dipole AB and the receiving dipole MN, which greatly improves the accuracy of the wide field apparent resistivity parameters, and also better expands the applicability and flexibility of the current source <inline-formula id="inf205">
<mml:math id="m215">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>_</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> wide field electromagnetic method in complex terrain areas, with important theoretical research and practical production significance.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>Author ZT Mainly to assist in field experiments. All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Author ZT was employed by Sichuan Zhongcheng Coal Field Geophysical Engineering, Research Institute Co., Ltd.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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