<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">OJG</journal-id><journal-title-group><journal-title>Open Journal of Geology</journal-title></journal-title-group><issn pub-type="epub">2161-7570</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojg.2020.1012057</article-id><article-id pub-id-type="publisher-id">OJG-105894</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Earth&amp;Environmental Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Reservoir Characterization of the Early Jurassic Butmah Formation Using Well Log Data in Selected Wells from Iraqi Kurdistan Region
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hawar</surname><given-names>A. Zangana</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Govand</surname><given-names>H. Sherwani</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yahya</surname><given-names>J. Tawfeeq</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nadhir</surname><given-names>Al-Ansari</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Civil Engineering, Cihan University-Erbil, Erbil, Kurdistan Region, Iraq</addr-line></aff><aff id="aff1"><addr-line>Department of Petroleum and Energy Engineering, Sulaimani Polytechnic University, Sulaimani, Kurdistan Region, Iraq</addr-line></aff><aff id="aff4"><addr-line>Lulea University of Technology, Lulea, Sweden</addr-line></aff><aff id="aff3"><addr-line>Department of Petroleum Engineering, Kirkuk University, Kirkuk, Iraq</addr-line></aff><pub-date pub-type="epub"><day>10</day><month>12</month><year>2020</year></pub-date><volume>10</volume><issue>12</issue><fpage>1173</fpage><lpage>1188</lpage><history><date date-type="received"><day>23,</day>	<month>November</month>	<year>2020</year></date><date date-type="rev-recd"><day>14,</day>	<month>December</month>	<year>2020</year>	</date><date date-type="accepted"><day>17,</day>	<month>December</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The reservoir characterization of Butmah Formation (Early Jurassic) was studied in two wells: (AT-1) and (SH-1B) from Atrush and Shaikhan Oilfields respectively, in Iraqi Kurdistan Region. Well logs including; sonic, density, neutron, gamma ray, and resistivity, were employed to investigate the formation. The petrophysical properties, such as lithology, shale volume, porosity, water saturation, hydrocarbon saturation, and bulk water volume, were estimated using Interactive Petrophysics Software (IP). Water saturation, bulk volume of water, residual hydrocarbon, and movable hydrocarbon were plotted as Computer Processed Interpretation (CPI) for Butmah Formation in the studied wells. In order to check reliability of log data, lithology of the formation was detected using neutron-density cross plot and M-N cross plot. The results of log interpretation display that Butmah Formation is composed of dolomite, limestone with anhydrite and shale in the studied wells. The calculated shale volume shows low clay content. Therefore, Butmah Formation is considered as a clean formation in both wells. Porosity was estimated using porosity logs (sonic, density, and neutron) and had the average total porosity of (7% - 8%) in the two wells. Based on the determined petrophysical properties, particularly porosity and hydrocarbon saturation, it can be concluded that Butmah Formation seems potentially good in reserving oil.
 
</p></abstract><kwd-group><kwd>Butmah</kwd><kwd> Carbonate</kwd><kwd> Reservoir</kwd><kwd> Interactive Petrophysics</kwd><kwd> Iraqi Kurdistan Region</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Reservoir characterization is an important aspect in petroleum geology and engineering. It deals with construction of realistic image of petrophysical properties to be used to predict reservoir performance [<xref ref-type="bibr" rid="scirp.105894-ref1">1</xref>]. The present study aims to testify the reservoir potential of one of the Early Jurassic stratigraphic units, which is Butmah Formation.</p><p>The study focuses on reservoir parameters of that formation in two exploration wells from Northern Iraq; Atrush-1 (AT-1) and Shaikhan-1B (SH-1B). These parameters, including, lithology, shale volume, porosity, and fluid saturation, can be estimated using log data for un-cored intervals of reservoir rocks.</p><p>The formation displays heterogeneous lithology, comprised of three units or parts. In the type section, the upper part (200 m), consists of oolitic, and detrital limestone with layers of argillaceous limestone, shale, and anhydrite. The middle part (180 m) is oolitic limestone, argillaceous and dolomitic limestone with sandstone and shale beds. The lower part (120 m) is composed of limestone and bedded anhydrite [<xref ref-type="bibr" rid="scirp.105894-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.105894-ref3">3</xref>].</p><p>Nairn and Alsharhan [<xref ref-type="bibr" rid="scirp.105894-ref4">4</xref>] discussed sedimentary basins and petroleum geology of the Middle East, and included Butmah Formation within the Early Jurassic, and assumed that Butmah Formation is a minor oil reservoir that produced in Sufaya Field. This reservoir is sealed by anhydrite bed of the overlying Adaiyah Formation (<xref ref-type="table" rid="table1">Table 1</xref>). [<xref ref-type="bibr" rid="scirp.105894-ref5">5</xref>] had, in a general prospect, studied petroleum systems of Iraq. They assumed that carbonates of the uppermost Butmah Formation may have reservoir potential, particularly when oolitic or dolomitic facies occur, minor seals may also occur within evaporite and shale beds in the upper part of Butmah Formation.</p><p>Sherwani and Zangana [<xref ref-type="bibr" rid="scirp.105894-ref6">6</xref>] studied few subsurface sections in Duhok Area, focusing on reservoir characters of three Early Jurassic formations (Adaiyah, Mus, and Alan). The current research stands as a continuation of that study, as it deals with Butmah Formation which is the older unit of Early Jurassic (<xref ref-type="table" rid="table1">Table 1</xref>).</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Stratigraphic units of Early Jurassic in Iraq, showing Butmah Formation (Light blue shaded) (After [<xref ref-type="bibr" rid="scirp.105894-ref6">6</xref>] )</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="3"  >Geologic Age</th><th align="center" valign="middle"  colspan="3"  >Stratal Units in Iraq</th><th align="center" valign="middle" ></th></tr></thead><tr><td align="center" valign="middle" >Period</td><td align="center" valign="middle" >Epoch</td><td align="center" valign="middle" >Age</td><td align="center" valign="middle" >Rutbah Uplift</td><td align="center" valign="middle" >Subsurface Sections</td><td align="center" valign="middle" >Kurdistan Region</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  rowspan="6"  >Jurassic</td><td align="center" valign="middle" >Dogger</td><td align="center" valign="middle" >Aalenian</td><td align="center" valign="middle" >Muhaiwir Fn.</td><td align="center" valign="middle"  colspan="2"  >Sargelu Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  rowspan="5"  >Early Jurassic (Liassic)</td><td align="center" valign="middle" >Toarcian</td><td align="center" valign="middle"  rowspan="2"  >Amij Fn.</td><td align="center" valign="middle" >Alan Fn.</td><td align="center" valign="middle"  rowspan="3"  >Sehkaniyan Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Pliensbachian</td><td align="center" valign="middle" >Mus Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Sinemurian</td><td align="center" valign="middle"  rowspan="2"  >Hussainiyat Fn.</td><td align="center" valign="middle" >Adaiyah Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Hettangian</td><td align="center" valign="middle"  rowspan="2"  >Butmah Fn.</td><td align="center" valign="middle"  rowspan="2"  >Sarki Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Ubaid Fn.</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Triassic</td><td align="center" valign="middle" >Late Triassic</td><td align="center" valign="middle" >Rhaetian</td><td align="center" valign="middle" >Zor Horan Fn.</td><td align="center" valign="middle"  colspan="2"  >Baluti Fn.</td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap></sec><sec id="s2"><title>2. Study Area</title><p>Butmah Formation is a stratigraphic unit that belongs to Early Jurassic Epoch that attracted attention of researchers in the last few years, either as potential source rocks or reservoirs in different parts of Iraq (<xref ref-type="table" rid="table1">Table 1</xref>).</p><p>Two wells are chosen for the current study of Butmah Formation including well Atrush-1 (AT-1) and Shaikhan-1B (SH-1B) in Atrush and Shaikhan oil field respectively (<xref ref-type="fig" rid="fig1">Figure 1</xref>). These wells are located near Duhok Governorate, Northwest Iraq. The well AT-1 is an exploration well in the Atrush structure. The well AT-1 penetrated all Jurassic and Upper part of the Triassic successions with a total depth of 3400 m. The Butmah Formation, in well AT-1, is penetrated at depth of 1458 m with total thickness of 702.4 m. The well SH-1B is also an exploration well in the Shaikan structure. It penetrated all Cretaceous, Jurassic and Upper part of the Triassic successions with a total depth of 2950 m. In well SH-1B, the formation appears at depth of 1772 m with total thickness approaching 529.5 m, while in its type section (well Butmah-2), the thickness declines to 500 m.</p></sec><sec id="s3"><title>3. Materials and Methods</title><p>In this study, well logs were the main source of data. The log data of the two</p><p>studied wells were recorded in LAS format. The methods of study were focused on defining petrophysical properties that can detect whether the formation can make a reservoir or not. This was executed through the followings:</p><p>1) Using Interactive Petrophysics Software (IP) to process log data leading to estimation of petrophysical properties.</p><p>2) Determination of lithology of reservoir rock via neutron-density and M-N cross plots.</p><p>3) Utilizing Gamma Ray log to calculate shale volume (V<sub>sh</sub>).</p><p>4) Total porosity, effective porosity and secondary porosity were measured by porosity logs (sonic, density, and neutron).</p><p>5) Using the relevant Archie’s equation on resistivity log data to calculate fluid (water and oil) saturation.</p></sec><sec id="s4"><title>4. Results and Discussion</title><sec id="s4_1"><title>4.1. Determination of Lithology</title><p>Among many techniques, the following two methods were chosen in the current study for determination the lithology of stratal units:</p><p>The neutron-density cross plot</p><p>This is considered an important and widely used technique for determining the formation lithology. This method implies plotting neutron porosity (φ<sub>N</sub>) versus density (ρ<sub>b</sub>) on a standard plot. The neutron log detects amount of hydrogen in formation, which is related to porosity, whereas density log enables measuring bulk density [<xref ref-type="bibr" rid="scirp.105894-ref7">7</xref>]. When neutron and density logs are combined, lithology can be revealed [<xref ref-type="bibr" rid="scirp.105894-ref8">8</xref>]. The neutron–density cross plot manifests three lithology lines pertinent to three rock types; sandstone, limestone, and dolomite. These lines are marked with porosity values, the log values for a specific depth are plotted on the cross plot to create a point. The location of each point, with respect to the lithology lines, is an indication of lithology and porosity of that point. When a point falls between two lines, this can be attributed to a mixture of the lithologies of these two lines [<xref ref-type="bibr" rid="scirp.105894-ref9">9</xref>].</p><p>The neutron–density cross plot of Butmah Formation (<xref ref-type="fig" rid="fig2">Figure 2</xref>, <xref ref-type="fig" rid="fig3">Figure 3</xref>) exposed dolomite, limestone with anhydrite and shale in the two wells; the porosity ranges from (0% - 15%) in wells AT-1 and SH-1B.</p><p>Cross Plot for Mineral Identification</p><p>The M-N cross plot is widely used technique that deals with formations of complex lithologies. This technique involves sonic log along with neutron and density logs. These logs are employed to calculate the lithology-dependent variables (M and N) that are independent of matrix porosity [<xref ref-type="bibr" rid="scirp.105894-ref7">7</xref>]. The M and N values are calculated by the following equations of [<xref ref-type="bibr" rid="scirp.105894-ref10">10</xref>]:</p><p>M = Δ t f − Δ t ρ b − ρ f ∗ 0.01 (1)</p><p>N = φ N f − φ N ρ b − ρ f (2)</p><p>where:</p><p>Δt<sub>f</sub>: Interval Transit Time in the formation fluid, (189 for fresh mud and 185 for salt mud).</p><p>Δt: Interval Transit Time in the formation (from the log).</p><p>ρ<sub>f</sub>: Density of fluid (1.0 for fresh mud and 1.1 for salt mud).</p><p>ρ<sub>b</sub>: Bulk Density of formation (from log).</p><p>φ<sub>N</sub>: Neutron Porosity of formation from Neutron Porosity Log.</p><p>φ<sub>Nf</sub>: Neutron Porosity of fluid of formation (use 1.0).</p><p>M-N cross plot can determine lithology of formation, and is a good indicator of secondary porosity. It is obvious that the lithologic description is matched in both, density-neutron and M-N cross plot methods. Secondary porosity, noticed in Butmah Formation, is enhanced due to tectonic processes that creating local fractures. <xref ref-type="fig" rid="fig4">Figure 4</xref> and <xref ref-type="fig" rid="fig5">Figure 5</xref> represent M-N cross plot in the studied wells.</p></sec><sec id="s4_2"><title>4.2. Shale Volume (V<sub>sh</sub>) Calculation</title><p>The determination of shale volume (V<sub>sh</sub>) would follow several steps. First step is to calculate the Gamma Ray Index (GRI) from the GR log using a formula of Schlumberger (1974), as below:</p><p>GRI = GR log − GR min GR max − GR min (3)</p><p>Once GRI is calculated, it would be used in the equation of [<xref ref-type="bibr" rid="scirp.105894-ref11">11</xref>] to determine shale volume in older rocks [<xref ref-type="bibr" rid="scirp.105894-ref12">12</xref>]:</p><p>V s h = 0.33 ( 2 2 ∗ GRI − 1 ) (4)</p><p>The (V<sub>sh</sub>) was calculated for Butmah formation, the results, shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>, <xref ref-type="fig" rid="fig7">Figure 7</xref>, were dominantly &lt; 10. To distinguish between zones of different shale content within the Butmah Formation, the standard range introduced by [<xref ref-type="bibr" rid="scirp.105894-ref13">13</xref>] has been used (<xref ref-type="table" rid="table2">Table 2</xref>). Consequently, Butmah Formation was found to be a clean formation in both wells.</p></sec><sec id="s4_3"><title>4.3. Porosity Determinations from Porosity Logs</title><p>Porosity is defined as the percentage of voids to the total volume of rock. The amount of internal voids or pores is an indicator to the amount of fluids a rock can hold [<xref ref-type="bibr" rid="scirp.105894-ref7">7</xref>].</p><p>Connected porosity, where pore spaces are linked, is often called effective porosity, whereas, non-effective porosity refers to isolated pores. The sum of effective</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Classification based on the percentage of shale volume (after [<xref ref-type="bibr" rid="scirp.105894-ref13">13</xref>] )</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >V<sub>sh</sub> (%)</th><th align="center" valign="middle" >Zone</th></tr></thead><tr><td align="center" valign="middle" >&lt;10</td><td align="center" valign="middle" >Clean Zone</td></tr><tr><td align="center" valign="middle" >10 - 35</td><td align="center" valign="middle" >Shaly Zone</td></tr><tr><td align="center" valign="middle" >&gt;35</td><td align="center" valign="middle" >Shale Zone</td></tr></tbody></table></table-wrap><p>and non-effective porosity represents total porosity, which refers to all void space in a rock.</p><p>Total Porosity is determined from readings of combined neutron-density logs. This calculation can be implemented by an equation introduced by [<xref ref-type="bibr" rid="scirp.105894-ref12">12</xref>]:</p><p>φ t = φ N + φ D 2 (5)</p><p>where:</p><p>φ<sub>t</sub>: Total Porosity.</p><p>φ<sub>N</sub>: Porosity calculated from Neutron Log.</p><p>φ<sub>D</sub>: Porosity calculated from Density Log.</p><p>Whereas effective porosity (φ<sub>e</sub>) is calculated from the equation below:</p><p>φ e = φ t ∗ ( 1 − V s h ) (6)</p><p>where:</p><p>φ<sub>e</sub>: Effective Porosity.</p><p>φ<sub>t</sub>: Total Porosity.</p><p>V<sub>sh</sub>: Shale Volume.</p><p>Secondary porosity (φ<sub>s</sub>) is post-depositional porosity; it is commonly calculated through Secondary Porosity Index (SPI) as given by the formula:</p><p>SPI = φ t − φ s (7)</p><p>where:</p><p>SPI: Secondary Porosity Index.</p><p>φ<sub>t</sub>: Total Porosity.</p><p>φ<sub>s</sub>: Sonic Porosity</p><p><xref ref-type="fig" rid="fig8">Figure 8</xref> and <xref ref-type="fig" rid="fig9">Figure 9</xref> display the calculated porosity types and their variation with depth in the studied wells. The total porosity of the formation is calculated using Interactive Petrophysics Program (V3.5) from neutron and density logs and have the average total porosity (8%) in well AT-1 and (7%) in well SH-1B.</p><p>The difference between the total porosity calculated from these logs and that estimated from sonic log, will give a secondary porosity index, which can be later used to calculate the effective porosity. It is obvious that porosity is varied along the wells; effective porosity decreases in lower part of Butmah Formation in well AT-1 due to shale increase (<xref ref-type="fig" rid="fig8">Figure 8</xref>, <xref ref-type="fig" rid="fig9">Figure 9</xref>).</p></sec><sec id="s4_4"><title>4.4. Fluid Saturation</title><p>Fluid saturation is determined from resistivity log by the Archie’s equation. The Archie’s Equation [<xref ref-type="bibr" rid="scirp.105894-ref14">14</xref>] is used to calculate water saturation (S<sub>w</sub>) of uninvaded zone of a reservoir by the formula:</p><p>S w = ( a φ m ∗ R w R t ) 1 n (8)</p><p>where,</p><p>S<sub>w</sub>: Water Saturation of the Uninvaded Zone.</p><p>R<sub>w</sub>: Resistivity of Formation Water at formation temperature (ohm-m).</p><p>R<sub>t</sub>: True Formation Resistivity (ohm-m).</p><p>φ: Porosity.</p><p>a: Tortuosity Factor = 1.0.</p><p>m: Cementation Exponent, ranging from 1.7 to 3.0, normally equal to 2.0.</p><p>n: Saturation Exponent, ranging from 1.8 to 4.0, normally equal to 2.0.</p><p>The Archie’s Equation can be used to calculate water saturation in flushed zone (S<sub>xo</sub>), simply via replacing Formation Water Resistivity (R<sub>w</sub>) with Mud Filtrate Resistivity (R<sub>mf</sub>), and Uninvaded Zone Resistivity (R<sub>t</sub>) with Flushed Zone Resistivity (R<sub>xo</sub>). Calculation of (S<sub>xo</sub>) is given by the equation:</p><p>S x o = ( a φ m ∗ R m f R x o ) 1 n (9)</p><p>Then, hydrocarbon saturation (S<sub>h</sub>) would be calculated employing water saturation data via the equation:</p><p>S h = 1 − S w (10)</p><p>In the flushed zone, the water saturation can be used to determine the residual</p><p>oil saturation (S<sub>or</sub>) and the movable oil saturation (S<sub>hr</sub>) through the formula below [<xref ref-type="bibr" rid="scirp.105894-ref7">7</xref>]:</p><p>S o r = φ e ∗ ( 1 − S x o ) (11)</p><p>S h r = φ e ∗ ( S x o − S w ) (12)</p><p>The Butmah Formation, in well AT-1, is saturated with 37.2% water and 62.8 % with oil (residual and movable), while the average value of (S<sub>w</sub>) in well SH-1B was 48.2%, leaving 51.8% for oil. The results of fluid saturation, for the two studied wells, are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>0, <xref ref-type="fig" rid="fig1">Figure 1</xref>1.</p></sec><sec id="s4_5"><title>4.5. Bulk Volume of Water (BVW)</title><p>This factor represents water saturation (S<sub>w</sub>) plus porosity (φ) of formation [<xref ref-type="bibr" rid="scirp.105894-ref8">8</xref>].</p><p>The BVW is calculated in the flushed and uninvaded zones by multiplying porosity by water saturation [<xref ref-type="bibr" rid="scirp.105894-ref15">15</xref>]:</p><p>The BVW in the Uninvaded and Flushed Zones are calculated using Equation (13) and Equation (14), respectively:</p><p>BVW = φ e ∗ S w (13)</p><p>BVW s x o = φ e ∗ S x o (14)</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>0 and <xref ref-type="fig" rid="fig1">Figure 1</xref>1 describe the relationship of the variables (S<sub>w</sub>, S<sub>xo</sub>, S<sub>or</sub>, S<sub>hr</sub>, BVW, and BVW<sub>sxo</sub>) with depth in the studied wells. <xref ref-type="fig" rid="fig1">Figure 1</xref>0 and <xref ref-type="fig" rid="fig1">Figure 1</xref>1 represent Computer Processed Interpretation (CPI), they show observed hydrocarbons in upper part of Butmah Formation in wells AT-1 and SH-1B. Whereas the overlying Adaiyah Formation may create a proper seal for reservoir units in Butmah due to existence of anhydrite beds at the lower part of Adaiyah Formation [<xref ref-type="bibr" rid="scirp.105894-ref6">6</xref>]. Movable hydrocarbon is noticed in both wells, and appears equal to the residual hydrocarbon. In some places, movable is less than residual hydrocarbons which indicate low to medium values of permeability in Butmah Formation in these wells.</p></sec></sec><sec id="s5"><title>5. Conclusions</title><p>Well logs data of Butmah Formation in wells (AT-1 and SH-1B), have been used to study its petrophysical properties that can designate potential reservoir. From this study, the following conclusions can be drawn:</p><p>1) The applied neutron-density and M-N cross plot displayed that dominant lithology in Butmah Formation in the studied wells is dolomite, limestone with anhydrite and shale.</p><p>2) The concentration of clay, estimated through GR log, was high in few intervals of Butmah Formation. The concentration of clay, in well SH-1B, was very low. Accordingly, the formation is considered as clean formation in both wells.</p><p>3) The average total porosity of Butmah Formation was (8%) in well AT-1 and (7%) in well SH-1B. The carbonate lithology of Butmah Formation with such fair porosity values offers potential hydrocarbon reservoir.</p><p>4) Water Saturation (S<sub>w</sub>) of Butmah Formation, determined by resistivity logs, has average values of 37.2%, leaving 62.8% for hydrocarbon saturation in well AT-1. Whereas, in well SH-1B, (S<sub>w</sub>) was 48.2%, indicating a hydrocarbon saturation of 51.8%. Therefore, Butmah Formation seems to have potential for a good oil reservoir.</p></sec><sec id="s6"><title>Acknowledgements</title><p>The authors highly appreciate the support from Ministry of Natural Resources (MNR-KRG), in providing the logs sets of Butmah Formation in two wells. Thanks are extended to Salahaddin University-Erbil for their assistance and support during all stages of this research.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Zangana, H.A., Sherwani, G.H., Tawfeeq, Y.J. and Al-Ansari, N. (2020) Reservoir Characterization of the Early Jurassic Butmah Formation Using Well Log Data in Selected Wells from Iraqi Kurdistan Region. 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