<?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">MSCE</journal-id><journal-title-group><journal-title>Journal of Materials Science and Chemical Engineering</journal-title></journal-title-group><issn pub-type="epub">2327-6045</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/msce.2023.118006</article-id><article-id pub-id-type="publisher-id">MSCE-127441</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Investigation of Organic Matter Extraction from Moroccan Oil Shale
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Abdelkrim</surname><given-names>Abourriche</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Abdelaziz</surname><given-names>Benhammou</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>Younes</surname><given-names>Abouliatim</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>Yassine</surname><given-names>Rakcho</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>Said</surname><given-names>Mansouri</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>Mossaab</surname><given-names>Mouiya</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jones</surname><given-names>Alami</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hassan</surname><given-names>Hannache</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Laboratory of Process and Environmental Engineering (L. P. E. E), Higher School of Technology of Casablanca, Hassan II University, Casablanca, Morocco</addr-line></aff><aff id="aff3"><addr-line>LIMAT-Thermostructural Materials and Polymers Team, Faculty of Science Ben M’sik, Casablanca, Morocco</addr-line></aff><aff id="aff4"><addr-line>Department of Materials Science and Nanoengineering, University of Mohamed VI Polytechnic, Rabat, Morocco</addr-line></aff><aff id="aff1"><addr-line>Laboratory Materials, Processes, Environment and Quality, National School of Applied Sciences, Safi, Morocco</addr-line></aff><pub-date pub-type="epub"><day>29</day><month>08</month><year>2023</year></pub-date><volume>11</volume><issue>08</issue><fpage>86</fpage><lpage>108</lpage><history><date date-type="received"><day>4,</day>	<month>July</month>	<year>2023</year></date><date date-type="rev-recd"><day>28,</day>	<month>August</month>	<year>2023</year>	</date><date date-type="accepted"><day>31,</day>	<month>August</month>	<year>2023</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>
 
 
  This study focuses on investigating the effect of various solvents on the supercritical extraction of organic matter from Moroccan oil shales, with the goal of determining the optimal operating conditions that result in a high yield of high-quality oil rich in aromatic compounds. The results of this study demonstrate that the extraction yield and quality of the extracted oil heavily depend on the chosen operating conditions for supercritical or subcritical extraction of organic matter from oil shale. Additionally, the study found that phenol can effectively degrade oil shale and enable extraction of nearly all the organic matter, even under mild conditions (T = 390
  &amp;#730;C, P = 1.2 MPa, Time = 2.5 h. Furthermore, the oils obtained through this extraction process are of high quality, with a rich content of maltenes, and a higher concentration of aromatic compounds and lower levels of sulfur than those obtained using other solvents.
 
</p></abstract><kwd-group><kwd>Moroccan Oil Shale</kwd><kwd> Mineral Matter</kwd><kwd> Sub/Supercritical Extraction</kwd><kwd> Nature of Solvent</kwd><kwd> Phenol</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The constant growth in energy needs and the decline in fossil fuel reserves have changed the world’s energy map in recent years, drawing the world’s attention to unconventional hydrocarbons, a large part of which are found in oil shale. As a result, this natural resource has regained much interest in countries that have large reserves of it, which can potentially provide them with energy independence from external energy suppliers.</p><p>Morocco has vast reserves of oil shale and clays. The valorization of these resources can provide a significant and highly interesting objective. In recent years, several research studies have focused on developing new materials for various applications using these resources [<xref ref-type="bibr" rid="scirp.127441-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref5">5</xref>] .</p><p>While the oil shale industry is not as established as the traditional oil industry, it is rapidly gaining traction around the world as a means of industrializing and exploiting unconventional hydrocarbons. This alternative has become more widely accepted as the cost of producing a barrel of unconventional oil has become more competitive, thanks to the development of new extraction processes and their increased economic viability. As a result, the industry has become more profitable [<xref ref-type="bibr" rid="scirp.127441-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref8">8</xref>] .</p><p>The extraction of organic matter from oil shale is accessible by different methods. The choice of extraction method and operating conditions directly affect the quality and quantity of extractable organic matter and oil produced.</p><p>Supercritical fluids have been of interest to researchers since the last century. Initially, there was a strong commercial interest in the use of supercritical toluene for petroleum and shale oil refining during the 1970s. Nowadays, supercritical water is being studied as a way of eliminating toxic wastes, as well as a unique medium for synthesis. For the last decade, the most significant interest has been in the applications of supercritical carbon dioxide. This is because it has a near ambient critical temperature of 31˚C, which allows for biological materials to be processed at temperatures around 35˚C. Supercritical fluids offer many advantages compared to other solvents, including low power consumption, easy separation of the solvent and the extracted fraction, high selectivity, and low resistance to mass transfer.</p><p>In a recent study, Torrente and Galan [<xref ref-type="bibr" rid="scirp.127441-ref9">9</xref>] discussed the extraction of kerogen from oil shale located in Puertollano, Spain, using supercritical toluene and methanol mixtures. They demonstrated that the extraction process had two effects: breaking of the kerogen’s bonds, which resulted in hydrocarbons of lower molecular weight (bitumen), and chemical interaction between the solute and solvent. Out of the various solvents used for extraction, toluene is the most efficient while methanol is the least efficient. Furthermore, as the amount of toluene in the mixture increases, the quantity of extracted materials also increases.</p><p>Numerous studies and efforts [<xref ref-type="bibr" rid="scirp.127441-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref12">12</xref>] have been dedicated to developing methods for extracting organic matter from oil shale. Most of these studies focus on the extraction yield as well as the quality of the extracted oils. Supercritical extraction methods have been shown to yield significantly more organic matter from oil shale than conventional extraction methods, with the quality of the recovered oils depending on the operating conditions [<xref ref-type="bibr" rid="scirp.127441-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref16">16</xref>] .</p><p>Various studies have demonstrated that the extraction yield and quality of extracted oils depend on several parameters, such as the nature of the solvent, modifier, temperature, pressure, duration of treatment, heating rate, and grain size. The impact of modifiers on the efficacy of supercritical extraction has been analyzed by several authors [<xref ref-type="bibr" rid="scirp.127441-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref19">19</xref>] . For instance, pentane was used as a solvent for extracting food products [<xref ref-type="bibr" rid="scirp.127441-ref20">20</xref>] , while polycyclic aromatic hydrocarbons [<xref ref-type="bibr" rid="scirp.127441-ref21">21</xref>] , acetone [<xref ref-type="bibr" rid="scirp.127441-ref22">22</xref>] , and hexane [<xref ref-type="bibr" rid="scirp.127441-ref23">23</xref>] were utilized to extract pesticide residues. Some researchers [<xref ref-type="bibr" rid="scirp.127441-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref25">25</xref>] have also employed reagents to break down the solute molecules.</p><p>Yang et al. [<xref ref-type="bibr" rid="scirp.127441-ref26">26</xref>] examined the impact of demineralization on the pyrolysis of Huadian Oil Shale in Northeastern China. They discovered that the oil yield from the pyrolysis of carbonate-free shales was higher than that from silicate-free shales.</p><p>K&#246;k et al. [<xref ref-type="bibr" rid="scirp.127441-ref27">27</xref>] compared the effects of pyrolysis on eight Turkish oil shale and isolated kerogen. Their findings revealed that oil yields were higher when pyrolyzing oil shale as opposed to isolated kerogen. These results were confirmed by El Harfi [<xref ref-type="bibr" rid="scirp.127441-ref28">28</xref>] , who conducted a comparative study on the pyrolysis of crude oil shales from Tarfaya and Timahdit and that of isolated kerogen.</p><p>The analysis of this work indicates that the extraction yield and quality of oil extracted from oil shale are dependent on various parameters. As a result, we conducted a study on the impact of solvents on the supercritical extraction of Moroccan oil shale. Our aim was to determine the optimal operating conditions that would result in high-quality oil and good recovery performance.</p></sec><sec id="s2"><title>2. Experimental</title><sec id="s2_1"><title>2.1. Materials</title><p>The oil shale utilized in this study was sourced from the Tarfaya deposit situated in southern Morocco. The deposit comprises multiple layers, which are further subdivided into sub-layers, each with varying amounts of organic matter. Samples were extracted from the R3 sub-layer, which is distinguished by its high content of organic matter [<xref ref-type="bibr" rid="scirp.127441-ref29">29</xref>] . The chemical composition of the R3 sub-layer is presented in <xref ref-type="table" rid="table1">Table 1</xref> [<xref ref-type="bibr" rid="scirp.127441-ref30">30</xref>] .</p><p>The carbonate-free oil shale (RH) was obtained by dissolving carbonates with HCl [<xref ref-type="bibr" rid="scirp.127441-ref31">31</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref32">32</xref>] . To do this, 20 g of powdered R3 shale with a grain size of 0.063 - 0.08 mm was mixed with 80 mL of concentrated HCl (7 M) in an Erlenmeyer flask. The mixture was then stirred magnetically for 4 hours. The CO<sub>2</sub> that formed during the reaction was captured by bubbling the gas through a solution of barium hydroxide. After filtration, the solid residue (referred to as RH) was carefully washed with distilled water, dried at 100˚C, and stored in a sealed plastic bag.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Chemical composition of the R<sub>3</sub> sub-layer [<xref ref-type="bibr" rid="scirp.127441-ref30">30</xref>] </title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Composition</th><th align="center" valign="middle" >Carbonates</th><th align="center" valign="middle" >Kerogen</th><th align="center" valign="middle" >Silicates</th><th align="center" valign="middle" >Pyrite</th><th align="center" valign="middle" >Bitumen</th></tr></thead><tr><td align="center" valign="middle" >Mass %</td><td align="center" valign="middle" >70.0</td><td align="center" valign="middle" >20.0</td><td align="center" valign="middle" >7.1</td><td align="center" valign="middle" >1.0</td><td align="center" valign="middle" >0.9</td></tr></tbody></table></table-wrap><p>The carbonate-free shale (RH) was stirred with concentrated hydrofluoric acid (4 ml per gram of RH) for 4 hours. After filtration, the resulting residue (K3) was washed first with dilute hydrochloric acid solution, then with water, and finally dried at 100˚C. The dried residue was then stored in a sealed plastic bag.</p></sec><sec id="s2_2"><title>2.2. Apparatus</title>Preparation of the Asphaltenes<p>To extract the RH sample (10 g), a supercritical extraction was carried out using toluene as the solvent. The process took place in a 120 mL stainless steel autoclave equipped with a stirrer and heated in a tubular furnace. Both the temperature and heating rate of the furnace were carefully controlled, and the extraction temperature was set to 390˚C for 2 hours 30 minutes with a heating rate of 16˚C per minute. The choice of these conditions was made on the basis of our last work [<xref ref-type="bibr" rid="scirp.127441-ref33">33</xref>] . The maximum pressure reached during the 120-minute treatment was 8 MPa. Once the mixture was cooled down to room temperature, it was extracted using a Soxhlet apparatus and chloroform for 12 hours. After removing the solvent under reduced pressure, the organic material was dried for 12 hours at 40˚C and weighed. The recovered oil was treated with n-hexane in a 1/10 oil-to-solvent mass ratio [<xref ref-type="bibr" rid="scirp.127441-ref34">34</xref>] in order to precipitate the high-molecular fraction (asphaltenes) that constitutes the pitch. After being stirred for 12 hours, the two fractions soluble (maltenes) and insoluble (asphaltenes) were separated through Whatman paper filtration. The maltenes and asphaltenes were then dried for 12 hours at 40˚C and 80˚C, respectively. The autoclave is illustrated in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p></sec><sec id="s2_3"><title>2.3. Analyses</title><p>The X-ray photoelectron spectroscopy (ESCA-XPS) analyses were conducted using an Escalab VG220i-XL instrument.</p><p>For the thermogravimetric analyses (TGA), a TGS-2 Perkin-Elmer analyzer was utilized under a high-purity argon flow of 40 mL/min. Samples weighing approximately 12 mg were heated from 50˚C to 950˚C at a rate of 5˚C/min.</p><p>Scanning electron microscopy (SEM) micrographs were captured using a Hitachi TM-1000 microscope. Fragments of approximately 0.5 cm<sup>2</sup> were cut from the corresponding samples and mounted on a carbon tab to ensure good conductivity. Prior to analysis, a thin layer of gold-palladium was sputtered onto the samples.</p><p>The size exclusion chromatography (SEC) was performed using a Waters analytical system composed of a pump 510, a refractometer 410, and a UV/visible detector 486. The eluent used was THF at a flow rate of 1 mL/min, and the separation was carried out on a TSK GMHXL column with mixed porosity 1500 - 107 &#197;. The relative average molecular weights were calculated using a cubic, 12-point calibration curve obtained from monodisperse polystyrene standards.</p><p><sup>1</sup>H NMR spectra were recorded on a spectrometer Bruker AC 250 (250 MHz). The samples were placed in 5 mm-ID tubes with CDCl<sub>3</sub> as solvent. The chemical shifts are given in ppm relative to TMS δ = 0 ppm.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><p>To determine the most appropriate material for extracting organic matter from Moroccan oil shale, we conducted experiments on three different samples using the extraction protocol outlined in the experimental section.</p><p>Sample 1: sub-layer R<sub>3</sub>;</p><p>Sample 2: sub-layer R<sub>3</sub> freed of carbonates RH;</p><p>Sample 3: sub-layer R<sub>3</sub> freed of carbonates and silicates K<sub>3</sub>.</p><p>Prior to conducting supercritical extraction on the samples, we conducted analyses using various characterization methods. The goal was to better understand the structure of the sub-layer R3 selected for this study and to track its evolution with respect to the demineralization stages.</p><sec id="s3_1"><title>3.1. Physicochemical and Mineralogical Characteristics of Raw Materials</title><sec id="s3_1_1"><title>3.1.1. Analyse Par Spectroscopie IR</title><p>Analysis of the IR spectrum of the sub-layer R<sub>3</sub> from the Tarfaya deposit, presented in <xref ref-type="fig" rid="fig2">Figure 2</xref>(a), allows us to propose an allocation of absorption bands based on the work done by other authors (<xref ref-type="table" rid="table2">Table 2</xref>). [<xref ref-type="bibr" rid="scirp.127441-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref36">36</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref37">37</xref>]</p><p>The major result of the IR analysis of the sub-layer R<sub>3</sub> is, as expected, the presence of a large amount of mineral material. Indeed, all the bands relating to this material are broad and very intense. In contrast, the organic material is present in the form of fine bands of low intensity.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Band allocation of the infrared absorption spectrum of the sub-layer R<sub>3</sub></title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Wavenumber (cm<sup>−1</sup>)</th><th align="center" valign="middle" >Assignment</th></tr></thead><tr><td align="center" valign="middle" >3420</td><td align="center" valign="middle" >O-H stretching</td></tr><tr><td align="center" valign="middle" >2970, 2930, 2860</td><td align="center" valign="middle" >C-H stretching (CH<sub>3as</sub>), C-H stretching (CH<sub>2as</sub>), C-H stretching (CH<sub>2s</sub>)</td></tr><tr><td align="center" valign="middle" >1750</td><td align="center" valign="middle" >C=O stretching</td></tr><tr><td align="center" valign="middle" >1622</td><td align="center" valign="middle" >C=C stretching (aromatic)</td></tr><tr><td align="center" valign="middle" >1450, 705, 880</td><td align="center" valign="middle" >Carbonates</td></tr><tr><td align="center" valign="middle" >1450</td><td align="center" valign="middle" >Asymmetric deformation of the C-H bond of -CH<sub>3</sub> and -CH<sub>2</sub></td></tr><tr><td align="center" valign="middle" >1045 - 1150</td><td align="center" valign="middle" >C-O stretching</td></tr><tr><td align="center" valign="middle" >1085</td><td align="center" valign="middle" >Vibration of Si-O-Al in clays</td></tr><tr><td align="center" valign="middle" >691, 795, 780</td><td align="center" valign="middle" >Quartz</td></tr><tr><td align="center" valign="middle" >460, 520</td><td align="center" valign="middle" >AlO<sub>6</sub> and SiO<sub>4</sub> in clays</td></tr><tr><td align="center" valign="middle" >350 - 425</td><td align="center" valign="middle" >Pyrite</td></tr></tbody></table></table-wrap><p>In the spectrum of the sub-layer R<sub>3</sub> freed of carbonates RH, <xref ref-type="fig" rid="fig2">Figure 2</xref>(b), we note the complete disappearance of the bands characterizing the carbonates and an increase in the intensity of the bands relating to the organic matter.</p><p>In addition to our previous observations, we have identified the appearance of bands at 1379 and 1457 cm<sup>−1</sup>, which can be attributed to the symmetrical and asymmetrical deformation of C-H bonds found in the CH<sub>2</sub> and CH<sub>3</sub> groups. However, these bands are unfortunately masked by the presence of mineral matter in the raw shale.</p><p>Regarding the spectrum of sample K<sub>3</sub> (sub-layer R<sub>3</sub> freed of carbonates and silicates, <xref ref-type="fig" rid="fig2">Figure 2</xref>(c)), we note the absence of any band characteristic of mineral matter and the appearance of the following bands, relating to organic matter.</p><p>1050 cm<sup>−1</sup> and 1163 cm<sup>−1</sup>: these bands may correspond to the Csp<sup>2</sup>-O or Csp<sup>3</sup>-O vibrations of the ether, ester or alcohol functions.</p><p>1705 cm<sup>−1</sup>: groupe C=O.</p><p>880 cm<sup>−1</sup>: pentasubstituted aromatic ring.</p><p>840 cm<sup>−1</sup>: tetra-substituted aromatic ring with two adjacent hydrogens.</p><p>820 cm<sup>−1</sup>: trisubstituted aromatic ring with three adjacent hydrogens.</p></sec><sec id="s3_1_2"><title>3.1.2. X-Ray Diffraction Analysis</title><p>We conducted X-ray diffraction analysis on the samples from the Tarfaya deposit to identify the mineral elements present in the oil shale (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The analysis of the X-ray diffraction patterns revealed that the sublayer R<sub>3</sub> primarily consists of carbonates such as calcite (CaCO<sub>3</sub>) and dolomite (CaMg(CO<sub>3</sub>)<sub>2</sub>), as well as silica in the form of quartz (SiO<sub>2</sub>) and hematite (Fe<sub>2</sub>O<sub>3</sub>).</p><p>The X-ray diffraction analysis of the RH sample (<xref ref-type="fig" rid="fig3">Figure 3</xref>(b)) indicates the presence of several phases, including quartz in the form of SiO<sub>2</sub>, pyrite (FeS<sub>2</sub>), and clay.</p><p>The X-ray diffraction pattern obtained for sample K<sub>3</sub>, which consists mostly of organic matter, shows a significant reduction in the lines characteristic of the mineral phases present in the raw shale and carbonate-free shale (<xref ref-type="fig" rid="fig3">Figure 3</xref>(c)). However, the characteristic lines of pyrite are still observable, indicating that the treatment of the raw shale with hydrochloric and hydrofluoric acid does not affect the pyrite content. This result has already been reported by other authors [<xref ref-type="bibr" rid="scirp.127441-ref36">36</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref38">38</xref>] .</p></sec><sec id="s3_1_3"><title>3.1.3. X-Ray Electron Spectroscopy Analysis (ESCA-XPS)</title><p>X-ray photoelectron spectroscopy, also known as XPS or ESCA, is a valuable technique used in research, development, and industrial manufacturing for surface characterization. This technique enables the identification of chemical elements present on a material’s surface up to a depth of approximately 5 nm and provides information about its composition. Additionally, XPS provides valuable insight into the chemical bonds existing between these elements. We applied this technique to characterize the elements present in each sample. The results obtained are given in <xref ref-type="table" rid="table3">Table 3</xref> and <xref ref-type="fig" rid="fig4">Figure 4</xref>.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> ESCA results of the different samples (atomic %)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Sample Peak</th><th align="center" valign="middle" >R<sub>3</sub></th><th align="center" valign="middle" >RH</th><th align="center" valign="middle" >K<sub>3</sub></th></tr></thead><tr><td align="center" valign="middle" >Fe 2p<sup>3</sup></td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >0.172</td><td align="center" valign="middle" >0.075</td></tr><tr><td align="center" valign="middle" >O 1s</td><td align="center" valign="middle" >36.469</td><td align="center" valign="middle" >26.942</td><td align="center" valign="middle" >19.340</td></tr><tr><td align="center" valign="middle" >N 1s</td><td align="center" valign="middle" >0.395</td><td align="center" valign="middle" >1.294</td><td align="center" valign="middle" >1.035</td></tr><tr><td align="center" valign="middle" >C 1s</td><td align="center" valign="middle" >43.402</td><td align="center" valign="middle" >56.055</td><td align="center" valign="middle" >73.704</td></tr><tr><td align="center" valign="middle" >Cl 2p</td><td align="center" valign="middle" >2.570</td><td align="center" valign="middle" >0.458</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >S 2p</td><td align="center" valign="middle" >0.869</td><td align="center" valign="middle" >2.122</td><td align="center" valign="middle" >1.378</td></tr><tr><td align="center" valign="middle" >Al 2s</td><td align="center" valign="middle" >2.436</td><td align="center" valign="middle" >3.741</td><td align="center" valign="middle" >1.103</td></tr><tr><td align="center" valign="middle" >Si 2p</td><td align="center" valign="middle" >3.238</td><td align="center" valign="middle" >8.216</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >Ca 2p</td><td align="center" valign="middle" >9.399</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >Mg</td><td align="center" valign="middle" >Tracks</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >Na</td><td align="center" valign="middle" >0.222</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr></tbody></table></table-wrap><p>Upon comparison of the results obtained from the three samples (<xref ref-type="table" rid="table3">Table 3</xref>), it can be observed that the RH sample is distinguished by the absence of calcium (Ca) and magnesium (Mg) elements, indicating that the rock was effectively treated with hydrochloric acid, leading to the complete dissolution of carbonates. Furthermore, the hydrofluoric acid treatment of silicates and clays in sample K<sub>3</sub> was also effective. These findings were corroborated by X-ray microprobe analysis (<xref ref-type="table" rid="table4">Table 4</xref> and <xref ref-type="fig" rid="fig5">Figure 5</xref>). In addition, the latter method revealed the presence of other elements that exist at greater depths.</p><p>It is worth noting that the presence of fluorine peaks in the ESCA spectrum of sample K<sub>3</sub> can be attributed entirely to the trace amounts of fluorine resulting from the hydrofluoric acid treatment of the RH sample. This fluorine was not removed during the washing process.</p></sec><sec id="s3_1_4"><title>3.1.4. Electron Probe X-Ray Microanalysis (EPMA)</title><p>EPMA analysis results are given in <xref ref-type="table" rid="table4">Table 4</xref> and <xref ref-type="fig" rid="fig5">Figure 5</xref>. From these results, it can be seen that during the demineralization stages, the mineral elements present in the sample R<sub>3</sub>, corresponding to carbonates, silicates and clays, such as Ca, Mg and Si, completely disappeared. We also note the appearance of other elements that could not be detected by XPS. This proves that the X-ray microprobe is a very sensitive technique compared to XPS, but the two methods remain indispensable and complementary for characterizing the surfaces of materials.</p></sec></sec><sec id="s3_2"><title>3.2. Solvent Extraction</title><p>Initially, we attempted to extract organic matter from oil shale under normal conditions of pressure and temperature by employing commonly used laboratory extraction methods such as reflux assembly and Soxhlet apparatus. As previously reported in the literature, the oil yields obtained were lower compared to those obtained through pyrolysis or supercritical extraction. The lower oil yields obtained through gentle extraction methods can be attributed to the challenge of disrupting strong interactions between organic molecules and mineral matter under such conditions.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> EDS analysis of the different samples (atomic %)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Sample Peak</th><th align="center" valign="middle" >R<sub>3</sub></th><th align="center" valign="middle" >RH</th><th align="center" valign="middle" >K<sub>3</sub></th></tr></thead><tr><td align="center" valign="middle" >Fe</td><td align="center" valign="middle" >0.37</td><td align="center" valign="middle" >0.78</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >O</td><td align="center" valign="middle" >21.02</td><td align="center" valign="middle" >7.63</td><td align="center" valign="middle" >6.13</td></tr><tr><td align="center" valign="middle" >Mg</td><td align="center" valign="middle" >0.75</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >Traces</td></tr><tr><td align="center" valign="middle" >C</td><td align="center" valign="middle" >14.57</td><td align="center" valign="middle" >55.95</td><td align="center" valign="middle" >89.36</td></tr><tr><td align="center" valign="middle" >Cl</td><td align="center" valign="middle" >2.12</td><td align="center" valign="middle" >1.22</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >S</td><td align="center" valign="middle" >2.47</td><td align="center" valign="middle" >9.31</td><td align="center" valign="middle" >3.29</td></tr><tr><td align="center" valign="middle" >Al</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >2.72</td><td align="center" valign="middle" >0.52</td></tr><tr><td align="center" valign="middle" >Si</td><td align="center" valign="middle" >5.10</td><td align="center" valign="middle" >20.39</td><td align="center" valign="middle" >0.09</td></tr><tr><td align="center" valign="middle" >Ca</td><td align="center" valign="middle" >49.68</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >Cu</td><td align="center" valign="middle" >3.07</td><td align="center" valign="middle" >1.37</td><td align="center" valign="middle" >-</td></tr></tbody></table></table-wrap></sec><sec id="s3_3"><title>3.3. Supercritical Extraction of Samples by Toluene</title><p>To investigate the impact of mineral matter on oil yield and composition, we carried out extractions on three distinct samples as outlined in the experimental procedures:</p><p>Sample 1: sub-layer R<sub>3</sub> → R<sub>3</sub>;</p><p>Sample 2: sub-layer R<sub>3</sub> without carbonates → RH;</p><p>Sample 3: sub-layer R<sub>3</sub> without carbonates and silicates → K<sub>3</sub>. The findings of our study on the influence of mineral matter on the recovery yield and composition of the extracted oils have been published recently [<xref ref-type="bibr" rid="scirp.127441-ref1">1</xref>] .</p><p>The results demonstrated a considerable variation in the recovery yield among the different samples. Notably, the yields obtained for samples RH and K<sub>3</sub> were higher than that obtained for sample R<sub>3</sub>, highlighting the impact of the mineral matter. The low yield obtained for sample R<sub>3</sub> can be attributed to the high porosity of carbonates, which allows organic matter to be trapped in the mineral matrix, thereby delaying its extraction. Previous research by Abourriche et al. [<xref ref-type="bibr" rid="scirp.127441-ref1">1</xref>] has indicated that the RH sample presents several advantages in terms of preparation (lower consumption of reagents) as well as the results obtained (higher recovery yield). Additionally, the presence of fluorine in the organic matter extracted from sample K<sub>3</sub> complicates its use. Considering these factors, we selected the RH sample as the starting material for our study.</p><p>The tables below (<xref ref-type="table" rid="table5">Table 5</xref> and <xref ref-type="table" rid="table6">Table 6</xref>) present the findings of our study on the impact of mineral matter on the recovery efficiency of organic matter from oil shale. As shown in <xref ref-type="table" rid="table5">Table 5</xref>, the results indicate a considerable variation in the oil recovery efficiency among the different samples. Notably, the yields obtained for samples RH and K<sub>3</sub> were higher than that obtained for sample R<sub>3</sub>.</p><p>The low yield obtained for sample R<sub>3</sub> can be attributed to the high porosity of the carbonates, which allows organic matter to be trapped in the mineral matrix, thereby delaying its extraction.</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Extraction of the treated shale by toluene</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Samples</th><th align="center" valign="middle" >R<sub>3</sub></th><th align="center" valign="middle" >RH</th><th align="center" valign="middle" >K<sub>3</sub></th></tr></thead><tr><td align="center" valign="middle" >Mass of the sample (g)</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td></tr><tr><td align="center" valign="middle" >Solvent (mL)</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >60</td></tr><tr><td align="center" valign="middle" >Heating rate (˚C∙min<sup>–1</sup>)</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td></tr><tr><td align="center" valign="middle" >Temperature (˚C)</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td></tr><tr><td align="center" valign="middle" >Time (min)</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td></tr><tr><td align="center" valign="middle" >Pressure (MPa)</td><td align="center" valign="middle" >4.5</td><td align="center" valign="middle" >4.5</td><td align="center" valign="middle" >4.5</td></tr><tr><td align="center" valign="middle" >Recovered oil (g)</td><td align="center" valign="middle" >0.5</td><td align="center" valign="middle" >3.0</td><td align="center" valign="middle" >4.3</td></tr><tr><td align="center" valign="middle" >Yield of recuperation (%)</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >43</td><td align="center" valign="middle" >56</td></tr></tbody></table></table-wrap><table-wrap id="table6" ><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> Elemental analyses of the oils (atomic %)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Oil</th><th align="center" valign="middle" >C %</th><th align="center" valign="middle" >H %</th><th align="center" valign="middle" >N %</th><th align="center" valign="middle" >S %</th><th align="center" valign="middle" >O %</th><th align="center" valign="middle" >H/C</th><th align="center" valign="middle" >O/C</th></tr></thead><tr><td align="center" valign="middle" >Oil R<sub>3</sub></td><td align="center" valign="middle" >41.34</td><td align="center" valign="middle" >55.11</td><td align="center" valign="middle" >0.55</td><td align="center" valign="middle" >0.73</td><td align="center" valign="middle" >2.26</td><td align="center" valign="middle" >1.33</td><td align="center" valign="middle" >0.055</td></tr><tr><td align="center" valign="middle" >Oil RH</td><td align="center" valign="middle" >40.81</td><td align="center" valign="middle" >53.33</td><td align="center" valign="middle" >0.55</td><td align="center" valign="middle" >1.04</td><td align="center" valign="middle" >4.04</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.099</td></tr><tr><td align="center" valign="middle" >Oil K<sub>3</sub></td><td align="center" valign="middle" >42.25</td><td align="center" valign="middle" >54.10</td><td align="center" valign="middle" >0.72</td><td align="center" valign="middle" >1.06</td><td align="center" valign="middle" >1.87</td><td align="center" valign="middle" >1.28</td><td align="center" valign="middle" >0.044</td></tr></tbody></table></table-wrap><p>O is determined by difference.</p><p>The Van Krevelen’s diagram (<xref ref-type="fig" rid="fig6">Figure 6</xref>) illustrates the atomic ratios of H/C and O/C for the three oils obtained and highlights the impact of mineral matter on the degree of maturation of the extracted oils. As per the diagram, it is evident that the degree of maturation of the organic matter in the oil shale varies significantly depending on the samples used for supercritical fluid extraction. The results indicate that the oil obtained from sample K<sub>3</sub> exhibits a significantly higher degree of maturation compared to oils R<sub>3</sub> and RH. The oils obtained range from an immature organic matter of I-a type (oil R<sub>3</sub>) to an immature organic matter of II-a type (oil RH) or a more mature organic matter, rich in carbon, which corresponds to standard catagenesis II-b (oil K<sub>3</sub>). These findings were further confirmed by SEC analyses (<xref ref-type="table" rid="table7">Table 7</xref>).</p><p>The results of the SEC analysis (<xref ref-type="table" rid="table7">Table 7</xref>) show that the oil obtained with sample K<sub>3</sub> has the highest value of the average molecular weight ( M &#175; w ), compared to oils R<sub>3</sub> and RH. This suggests that, under these conditions, toluene is able to extract large molecules from kerogen.</p><p>It can be concluded from the above results that the sample RH presents several advantages, so much on the level of its preparation (less consumed products), that on the level of the results obtained (high yield of recuperation). Moreover, the presence of fluorine in the organic matter resulting from the sample K<sub>3</sub> makes difficult their use. Oumam [<xref ref-type="bibr" rid="scirp.127441-ref39">39</xref>] has previously reported that during the carbonization of the organic matter resulting from K<sub>3</sub>, the walls of the silica tube were gradually attacked by carbonization gases rich in fluorine. These reasons led us to use RH as the starting material to carry on our study.</p><table-wrap id="table7" ><label><xref ref-type="table" rid="table7">Table 7</xref></label><caption><title> Analysis of the oils by SEC</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Oil</th><th align="center" valign="middle" >M &#175; w <sup>a</sup></th><th align="center" valign="middle" >M &#175; n <sup>b</sup></th><th align="center" valign="middle" >Ip</th></tr></thead><tr><td align="center" valign="middle" >Oil R<sub>3</sub></td><td align="center" valign="middle" >1170</td><td align="center" valign="middle" >160</td><td align="center" valign="middle" >7.3</td></tr><tr><td align="center" valign="middle" >Oil RH</td><td align="center" valign="middle" >1340</td><td align="center" valign="middle" >200</td><td align="center" valign="middle" >6.8</td></tr><tr><td align="center" valign="middle" >Oil K<sub>3</sub></td><td align="center" valign="middle" >1650</td><td align="center" valign="middle" >200</td><td align="center" valign="middle" >8.2</td></tr></tbody></table></table-wrap><p><sup>a</sup>Weight average molecular weight; <sup>b</sup>Number average molecular weight; Ip: polydispersity index = M &#175; w / M &#175; n .</p><sec id="s3_3_1"><title>3.3.1. Effect of the Solvent</title><p>This study was conducted using five distinct solvents (toluene, water, phenol, quinoline, and shale oil), all under the same conditions outlined in the experimental section. The yields and compositions of the resulting oils were recorded and are presented in <xref ref-type="table" rid="table8">Table 8</xref>. The data indicate that the oils extracted with quinoline and phenol solvents yielded significantly higher volumes compared to those produced by the other solvent.</p><p>The increased yield and maltene content found in the oil produced by phenol suggests that this solvent not only acts as an effective extraction agent, but also interacts with kerogen molecules. In fact, previous studies conducted by Abourriche et al. [<xref ref-type="bibr" rid="scirp.127441-ref40">40</xref>] have shown that phenol reacts with the double and triple bonds of the decomposition products, resulting in the production of alcohols and aldehydes.</p><table-wrap id="table8" ><label><xref ref-type="table" rid="table8">Table 8</xref></label><caption><title> Yields and composition of the oils extracted from RH by different solvents</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Solvents</th><th align="center" valign="middle" >Without solvent</th><th align="center" valign="middle" >Toluene</th><th align="center" valign="middle" >Phenol</th><th align="center" valign="middle" >Quinoline</th><th align="center" valign="middle" >Water</th><th align="center" valign="middle" >Shale oil</th></tr></thead><tr><td align="center" valign="middle" >Mass of the sample (g)</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >10</td></tr><tr><td align="center" valign="middle" >Amount of solvent</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >60 ml</td><td align="center" valign="middle" >15 g</td><td align="center" valign="middle" >60 ml</td><td align="center" valign="middle" >60 ml</td><td align="center" valign="middle" >60 ml</td></tr><tr><td align="center" valign="middle" >Heating rate (˚C∙min<sup>–1</sup>)</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >16</td></tr><tr><td align="center" valign="middle" >Temperature (˚C)</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >390</td></tr><tr><td align="center" valign="middle" >Time (min)</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >150</td></tr><tr><td align="center" valign="middle" >Pressure (MPa)</td><td align="center" valign="middle" >0.3</td><td align="center" valign="middle" >4.5</td><td align="center" valign="middle" >1.2</td><td align="center" valign="middle" >1.3</td><td align="center" valign="middle" >28.5</td><td align="center" valign="middle" >20</td></tr><tr><td align="center" valign="middle" >Recovered oil (g)</td><td align="center" valign="middle" >4.21</td><td align="center" valign="middle" >3.2</td><td align="center" valign="middle" >5.71</td><td align="center" valign="middle" >7.1</td><td align="center" valign="middle" >4.8</td><td align="center" valign="middle" >3.7</td></tr><tr><td align="center" valign="middle" >Maltenes (w %)</td><td align="center" valign="middle" >59</td><td align="center" valign="middle" >47</td><td align="center" valign="middle" >62</td><td align="center" valign="middle" >65</td><td align="center" valign="middle" >33</td><td align="center" valign="middle" >34</td></tr><tr><td align="center" valign="middle" >Asphaltenes (w %)</td><td align="center" valign="middle" >41</td><td align="center" valign="middle" >53</td><td align="center" valign="middle" >38</td><td align="center" valign="middle" >35</td><td align="center" valign="middle" >57</td><td align="center" valign="middle" >65</td></tr></tbody></table></table-wrap></sec><sec id="s3_3_2"><title>3.3.2. Effect of Solvent Quantity</title><p>In order to investigate how the quantity of solvent impacts the recovery yield at 390˚C, a series of experiments were conducted using a 10 g mass of RH and gradually increasing amounts of three distinct solvents (toluene, water, and phenol), with all other parameters held constant. The resulting data is presented in <xref ref-type="fig" rid="fig7">Figure 7</xref> and <xref ref-type="fig" rid="fig8">Figure 8</xref>.</p><p><xref ref-type="fig" rid="fig7">Figure 7</xref> displays the relationship between the amount of phenol used and the mass of chloroform insoluble. The observed decrease in mass of the insoluble substance with added phenol can be attributed to the fact that phenol tends to react with the kerogen molecules, resulting in the breakdown of larger molecules and the formation of smaller ones. It should be pointed out, as demonstrated by Leach [<xref ref-type="bibr" rid="scirp.127441-ref41">41</xref>] , that transalkylation reactions can occur between 350˚C - 550˚C. Additionally, the transformation of phenol to phenolate in the presence of traces of water or bases gives it nucleophilic properties, making it capable of attacking various carbonyl groups. In a previous study conducted by Koel et al. [<xref ref-type="bibr" rid="scirp.127441-ref42">42</xref>] which explored the use of neoteric solvents in oil shale research, it was found that these solvents attack the kerogen, leading to chemical modification or degradation of the kerogen.</p><p>During the process of extracting organic matter from oil shales, the pressure measured is consistently below 1.2 MPa. This pressure is significantly lower than the critical point of phenol (T = 419˚C, P = 6.1 MPa) [<xref ref-type="bibr" rid="scirp.127441-ref43">43</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref44">44</xref>] [<xref ref-type="bibr" rid="scirp.127441-ref45">45</xref>] , indicating that the conditions for recovering organic matter from oil shales using phenol can be considered subcritical extraction. Furthermore, upon completion of each manipulation (i.e. once the autoclave was opened), a release of gas with a distinct sulfur odor was detected. This release was more pronounced with increased amounts of phenol. The elimination of sulfur through the action of phenol was confirmed by elemental analysis (as described in the following paragraph).</p><p>In regards to the extraction process using either toluene or water (as depicted in <xref ref-type="fig" rid="fig8">Figure 8</xref>), two distinct extraction zones were observed. Within the first zone, the mass of insoluble matter increased as the volume of toluene or water was increased. Similar results were found in a study conducted by Zhuang [<xref ref-type="bibr" rid="scirp.127441-ref46">46</xref>] , which investigated the supercritical extraction of petroleum pitch using toluene. This increase in the mass of insoluble matter can be explained by repulsion forces between the oil molecules present in solution. It’s worth noting that the shape of the variation curve of the CHCl<sub>3</sub> insoluble material as the volume of toluene increases is similar to that observed with water. In the second extraction zone, we noticed that as the volume of toluene and water increased, the mass of CHCl<sub>3</sub> insoluble material decreased. At a temperature of 390˚C, the pressure in the autoclave reached 4.5 MPa and 28.5 MPa for a volume of 60 ml of toluene and water, respectively. Interestingly, toluene and water exceeded their critical point in this scenario, which enhanced their solvent power. As a result, we observed a noticeable increase in extraction yield. Canel and Missal [<xref ref-type="bibr" rid="scirp.127441-ref47">47</xref>] conducted a study on the supercritical extraction of oil shale from G&#246;yn&#252;k (North-West Turkey) using water, and their findings were consistent with our own. Their research demonstrated that the extraction efficiency increased in tandem with the increase in pressure.</p><p>1) Analysis of the obtained oils</p><p>a) Elemental analysis of the obtained oils are presented in <xref ref-type="table" rid="table9">Table 9</xref>.</p><p>According to <xref ref-type="table" rid="table9">Table 9</xref>, the results of the elemental analysis indicate that the oil produced using phenol extraction has lower sulphur content and a greater aromaticity factor (H/C low) when compared to the other oils. Additionally, the <sup>13</sup>C and <sup>1</sup>H NMR analysis of the maltenes extracted from phenol-derived oil supports the increase in aromaticity factor mentioned previously (see next paragraph).</p><p>b) Analysis of the obtained oils by SEC</p><p><xref ref-type="table" rid="table1">Table 1</xref>0 groups the characteristics of oil shale extracts obtained by various solvents, analyzed using SEC. The results of the analysis (<xref ref-type="table" rid="table2">Table 2</xref>) reveal that water tends to cause kerogen degradation, resulting in a lower average molecular weight. Furthermore, the molecular distribution of the extract is relatively dispersed, albeit less significant than those of extracts obtained via maturation with toluene or without any solvent. When phenol is present as a solvent, the resulting oil shale extract exhibits different characteristics. Despite having a relatively</p><table-wrap id="table9" ><label><xref ref-type="table" rid="table9">Table 9</xref></label><caption><title> Elemental analyses of the oils obtained from RH (atomic %)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Oil</th><th align="center" valign="middle" >C %</th><th align="center" valign="middle" >H %</th><th align="center" valign="middle" >N %</th><th align="center" valign="middle" >S %</th><th align="center" valign="middle" >O %</th><th align="center" valign="middle" >H/C</th><th align="center" valign="middle" >O/C</th></tr></thead><tr><td align="center" valign="middle" >Oil (Without solvent)</td><td align="center" valign="middle" >42.56</td><td align="center" valign="middle" >53.67</td><td align="center" valign="middle" >0.63</td><td align="center" valign="middle" >1.2</td><td align="center" valign="middle" >1.94</td><td align="center" valign="middle" >1.26</td><td align="center" valign="middle" >0.04</td></tr><tr><td align="center" valign="middle" >Oil (water)</td><td align="center" valign="middle" >45.41</td><td align="center" valign="middle" >49.00</td><td align="center" valign="middle" >1.52</td><td align="center" valign="middle" >1.28</td><td align="center" valign="middle" >2.54</td><td align="center" valign="middle" >1.02</td><td align="center" valign="middle" >0.050</td></tr><tr><td align="center" valign="middle" >Oil (toluene)</td><td align="center" valign="middle" >40.81</td><td align="center" valign="middle" >53.33</td><td align="center" valign="middle" >0.55</td><td align="center" valign="middle" >1.04</td><td align="center" valign="middle" >4.04</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.099</td></tr><tr><td align="center" valign="middle" >Oil (phenol)</td><td align="center" valign="middle" >45.36</td><td align="center" valign="middle" >50.88</td><td align="center" valign="middle" >0.77</td><td align="center" valign="middle" >0.77</td><td align="center" valign="middle" >2.2</td><td align="center" valign="middle" >1.12</td><td align="center" valign="middle" >0.07</td></tr></tbody></table></table-wrap><p>O is determined by difference.</p><p>high average molecular weight, the mixture dispersion is considerably low. The properties of this extract are more promising compared to those obtained using water as a solvent, which yields an extract with a very low average molecular weight upon extracting organic matter from oil shale.</p><p>c) Analysis of maltenes by <sup>1</sup>H and <sup>13</sup>C NMR spectroscopy</p><p>To demonstrate the effect of phenol on increasing the aromaticity factor of the produced oils, the maltenes were characterized through <sup>1</sup>H and <sup>13</sup>C NMR spectroscopy after the removal of phenol. <xref ref-type="fig" rid="fig9">Figure 9</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>0 present the obtained spectra. As shown in <xref ref-type="fig" rid="fig9">Figure 9</xref>, it is evident that the maltene obtained using phenol as the solvent contains a higher concentration of aromatic compounds. The ratio of aromatic C-H to aliphatic C-H in the oil was found to be higher, as observed in the <sup>13</sup>C NMR spectrum of the maltenes (<xref ref-type="fig" rid="fig1">Figure 1</xref>0). The spectrum shows that the maltene obtained from the oil using phenol as the solvent contains a greater number of aromatic carbons (located between 110 and 140 ppm). This further confirms that the presence of phenol plays a role in increasing the aromaticity of the extracted oils. Apart from the aromatic carbons, the <sup>13</sup>C NMR spectrum also displays signals between 0 and 50 ppm, corresponding to aliphatic carbons, and signals between 50 and 110 ppm, which can be attributed to C-O ethers and C=C double bonds.</p><table-wrap id="table10" ><label><xref ref-type="table" rid="table1">Table 1</xref>0</label><caption><title> Analysis of the obtained oils by SEC</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Solvent</th><th align="center" valign="middle" >M &#175; w <sup>a</sup></th><th align="center" valign="middle" >M &#175; n <sup>b</sup></th><th align="center" valign="middle" >Ip</th></tr></thead><tr><td align="center" valign="middle" >Without solvent</td><td align="center" valign="middle" >2804</td><td align="center" valign="middle" >494</td><td align="center" valign="middle" >5.7</td></tr><tr><td align="center" valign="middle" >Toluene</td><td align="center" valign="middle" >2916</td><td align="center" valign="middle" >570</td><td align="center" valign="middle" >5.1</td></tr><tr><td align="center" valign="middle" >Phenol</td><td align="center" valign="middle" >2313</td><td align="center" valign="middle" >1353</td><td align="center" valign="middle" >1.7</td></tr><tr><td align="center" valign="middle" >Oil (water)</td><td align="center" valign="middle" >1340</td><td align="center" valign="middle" >420</td><td align="center" valign="middle" >3.2</td></tr></tbody></table></table-wrap><p><sup>a</sup>Weight average molecular weight; <sup>b</sup>Number average molecular weight; Ip: polydispersity index = M &#175; w / M &#175; n .</p></sec></sec></sec><sec id="s4"><title>4. Conclusions</title><p>The results of this study demonstrate that:</p><p>- The presence of mineral matter affects the recovery yield and composition of the extracted oils from Moroccan oil shales.</p><p>- Oil shales that are free of carbonates sub-layers (RH) prove to be the best material for the extraction of organic matter.</p><p>- The organic matter contained in the R<sub>3</sub> layer of the Tarfaya oil shale deposit can be completely recovered using phenol under relatively mild conditions (T = 390˚C, P = 1.2 MPa, t = 2.5 hours).</p><p>- Phenol is a significant solvent in increasing the extraction yield and improving the quality of the produced oils compared to other solvents (toluene, water, phenol, quinoline, and shale oil) studied in this work. Phenol acts as a solvent capable of degrading the large molecules present in the oil shale, resulting in high-quality oil that is rich in maltenes and contains more aromatic compounds and less sulfur.</p></sec><sec id="s5"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s6"><title>Cite this paper</title><p>Abourriche, A., Benhammou, A., Abouliatim, Y., Rakcho, Y., Mansouri, S., Mouiya, M., Alami, J. and Hannache, H. (2023) Investigation of Organic Matter Extraction from Moroccan Oil Shale. Journal of Materials Science and Chemical Engineering, 11, 86-108. https://doi.org/10.4236/msce.2023.118006</p></sec></body><back><ref-list><title>References</title><ref id="scirp.127441-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Birot, M., Abouliatim, Y., Benhammou, A., Alami, J. and Hannache, H. (2022) Effect of Processing Conditions on the Improvement of Properties and Recovering Yield of Moroccan Oil Shale. Oil Shale, 39, 44-61. https://doi.org/10.3176/oil.2022.1.04</mixed-citation></ref><ref id="scirp.127441-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Oumam, M., Abourriche, A., Mouiya, M., Mansouri, S., Benhammou, Abouliatim, A., Nibou, L., Smith, A. and Hannache, H. (2020) Comparison of Chemical and Physical Activation Processes at Obtaining Adsorbents from Moroccan Oil Shale. Oil Shale, 37, 139-157. https://doi.org/10.3176/oil.2020.2.04</mixed-citation></ref><ref id="scirp.127441-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Mouiya, M., Abourriche, A., Oumam, M., Benhammou, A., El hafiane, Y., Abouliatim, Y. and Hannache, H. (2017) Porous Ceramic from Moroccan Natural Phosphate and Raw Clay for Microfiltration Applications. Journal of Desalination and Water Treatment, 83, 277-280. https://doi.org/10.5004/dwt.2017.20832</mixed-citation></ref><ref id="scirp.127441-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">Mouiya, M., Bouazizi, A., Abourriche, A., El Khessaimi, Y., Benhammou, A., El hafiane, Y., Taha, Y., Oumam, M., Smith, A. and Hannache, H. (2019) Effect of Sintering Temperature on the Microstructure and Mechanical Behavior of Porous Ceramics Made from Clay and Banana Peel Powder. Results in Materials, 4, Article ID: 100028. https://doi.org/10.1016/j.rinma.2019.100028</mixed-citation></ref><ref id="scirp.127441-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Pailler, R., Naslain, R., Birot, M. and Pillot, J.P. (2008) New Pitches with Very Significant Maturation Degree Obtained by Supercritical Extraction of Moroccan Oil Shales. The Journal of Supercritical Fluids, 47, 195-199. https://doi.org/10.1016/j.supflu.2008.07.016</mixed-citation></ref><ref id="scirp.127441-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">Wang, Z.M. and Krupnick A. (2013) A Retrospective Review of Shale Gas Development in the United States: What Led to the Boom. Resources for the Future, Washington DC.</mixed-citation></ref><ref id="scirp.127441-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">Zou, M., Xie, L., Liu, Y., Guan, F., Han, C. and Ding, K. (2020) Soils Developed from Dolomitic Shale in the Yichang Area, China and Adsorption Characteristics for Phenol. Open Journal of Yangtze Oil and Gas, 5, 145-164. https://doi.org/10.4236/ojogas.2020.54012</mixed-citation></ref><ref id="scirp.127441-ref8"><label>8</label><mixed-citation publication-type="other" xlink:type="simple">Christopher, S. and Kulander, A. (2013) Out through the in Door-Shale Gas Set to Reverse the Direction of LNG Sales in America. LSU Journal of Energy Law and Resources, 2, 204-237. http://digitalcommons.law.lsu.edu/jelr/vol2/iss2/4</mixed-citation></ref><ref id="scirp.127441-ref9"><label>9</label><mixed-citation publication-type="other" xlink:type="simple">Torrente, M.C. and Galan, M.A. (2011) Extraction of Kerogen from Oil Shale (Puertollano, Spain) with Supercritical Toluene and Methanol Mixtures. Industrial &amp; Engineering Chemistry Research, 50, 1730-1738. https://doi.org/10.1021/ie1004509</mixed-citation></ref><ref id="scirp.127441-ref10"><label>10</label><mixed-citation publication-type="other" xlink:type="simple">Galindo, C., Mougin, L., Fakhi, S., Nourreddine, A., Lamghari, A. and Hannache, H. (2007) Distribution of Naturally Occurring Radionuclides (U, Th) in Timahdit Black Shale (Morocco). Journal of Environmental Radioactivity, 92, 41-54. https://doi.org/10.1016/j.jenvrad.2006.09.005</mixed-citation></ref><ref id="scirp.127441-ref11"><label>11</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Yan</surname><given-names> X.Y. </given-names></name>,<etal>et al</etal>. (<year>2023</year>)<article-title>Main Controlling Factors of Shale Oil Enrichment in Yanchang Formation of Yan’an Exploration Area</article-title><source> Open Access Library Journal</source><volume> 10</volume>,<fpage> 1</fpage>-<lpage>8</lpage>.<pub-id pub-id-type="doi"></pub-id></mixed-citation></ref><ref id="scirp.127441-ref12"><label>12</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Pailler, R., Naslain, R., Birot, M. and Pillot, J.P. (2009) Effect of Toluene Proportion on the Yield and Composition of Oil Obtained by Supercritical Extraction of Moroccan Oil Shale. The Journal of Supercritical Fluids, 51, 24-28. https://doi.org/10.1016/j.supflu.2009.07.003</mixed-citation></ref><ref id="scirp.127441-ref13"><label>13</label><mixed-citation publication-type="other" xlink:type="simple">El harfi, K., Bennouna, C., Mokhlisse, A., Ben chanaa, M., Lemée, L., Joffre, J. and Amblès, A. (2000) Yields and Composition of Oil Obtained by Isothermal Pyrolysis of the Moroccan (Tarfaya) Oil Shales with Steam or Nitrogen as Carrier Gas. Journal of Analytical and Applied Pyrolysis, 56, 207-218. https://doi.org/10.1016/S0165-2370(00)00095-4</mixed-citation></ref><ref id="scirp.127441-ref14"><label>14</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A.K., Oumam, M., Hannache, H., Birot, M., Abouliatim, Y., Benhammou, A., El Hafiane, Y., Abourriche, A.M., Pailler, R. and Naslain, R. (2013) Comparative Studies on the Yield and Quality of Oils Extracted from Moroccan Oil Shale. The Journal of Supercritical Fluids, 84, 98-104. https://doi.org/10.1016/j.supflu.2013.09.018</mixed-citation></ref><ref id="scirp.127441-ref15"><label>15</label><mixed-citation publication-type="other" xlink:type="simple">Aboulkas, A., Makayssi, T., Bilali, L., El harfi, K., Nadifiyine, M. and Benchanaa, M. (2012) Co-Pyrolysis of Oil Shale and Plastics: Influence of Pyrolysis Parameters on the Product Yields. Fuel Processing Technology, 96, 209-213. https://doi.org/10.1016/j.fuproc.2011.12.001</mixed-citation></ref><ref id="scirp.127441-ref16"><label>16</label><mixed-citation publication-type="other" xlink:type="simple">Oliveira, J.V., Vale, M.G.R. and Caramao, E.B. (1997) Supercritical Fluid Extractionof a High-Ash Brazilian Coal: Extraction with Pure Ethanol and Isopropanol and Their Aqueous Solutions. Fuel, 76, 585-591. https://doi.org/10.1016/S0016-2361(97)00060-4</mixed-citation></ref><ref id="scirp.127441-ref17"><label>17</label><mixed-citation publication-type="other" xlink:type="simple">Al-Ayed, O., Suliman, M.R. and Rahman, N.A. (2010) Kinetic Modeling of Liquid Generation from Oil Shale in Fixed Bed Retort. Applied Energy, 87, 2273-2277. https://doi.org/10.1016/j.apenergy.2010.02.006</mixed-citation></ref><ref id="scirp.127441-ref18"><label>18</label><mixed-citation publication-type="other" xlink:type="simple">Fahmy, T.M., Paulaitis, M.E., Johnson, D.M. and McNally, M.E.P. (1993) Modifier Effects in the Supercritical Fluid Extraction of Solutes from Clay, Soil, and Plant Materials. Analytical Chemistry, 65, 1462-1469. https://doi.org/10.1021/ac00058a026</mixed-citation></ref><ref id="scirp.127441-ref19"><label>19</label><mixed-citation publication-type="other" xlink:type="simple">John, J., Hawthorms, S.B., Miller, D.J. and Pawllszym, J. (1994) Role of Modifiers for Analytical-Scale Supercritical Fluid Extraction of Environmental Samples. Analytical Chemistry, 66, 909-916. https://doi.org/10.1021/ac00078a024</mixed-citation></ref><ref id="scirp.127441-ref20"><label>20</label><mixed-citation publication-type="other" xlink:type="simple">Lan&amp;#231;as, F.M. and Rissato, S.R. (1998) Influence of Temperature, Pressure, Modifier, and Collection Mode on Supercritical CO2 Extraction Efficiencies of Diuron from Sugar Cane and Orange Samples. Journal of Microcolumn Separations, 10, 473-478. https://doi.org/10.1002/(SICI)1520-667X(1998)10:6&lt;473::AID-MCS2&gt;3.0.CO;2-D</mixed-citation></ref><ref id="scirp.127441-ref21"><label>21</label><mixed-citation publication-type="other" xlink:type="simple">Lan&amp;#231;as, F.M, Queiroz, M.E.C. and Silva, I.C.E. (1994) Seed Oil Extraction with Supercritical Carbon Dioxide Modified with Pentane. Chromatographia, 39, 687-692. https://doi.org/10.1007/BF02274584</mixed-citation></ref><ref id="scirp.127441-ref22"><label>22</label><mixed-citation publication-type="other" xlink:type="simple">Lan&amp;#231;as, F.M., Martins, B.S. and Matta, M.H.R. (1990) Supercritical Fluid Extraction (SFE) Using an Inexpensive ‘Home Made’ System. Journal of High Resolution Chromatography, 13, 838-839. https://doi.org/10.1002/jhrc.1240131210</mixed-citation></ref><ref id="scirp.127441-ref23"><label>23</label><mixed-citation publication-type="other" xlink:type="simple">Lan&amp;#231;as, F.M., Rissato, S.R. and Galhiane, M.S. (1996) Supercritical Fluid Extraction of Chlorothalonil Residues from Apples. Chromatographia, 42, 547-550. https://doi.org/10.1007/BF02290289</mixed-citation></ref><ref id="scirp.127441-ref24"><label>24</label><mixed-citation publication-type="other" xlink:type="simple">Yang, Y., Gharaibeh, A., Hawthorne, S.B. and Miller, D.J. (1995) Combined Temperature/Modifier Effects on Supercritical CO2 Extraction Efficiencies of Polycyclic Aromatic Hydrocarbons from Environmental Samples. Analytical Chemistry, 67, 641-646. https://doi.org/10.1021/ac00099a023</mixed-citation></ref><ref id="scirp.127441-ref25"><label>25</label><mixed-citation publication-type="other" xlink:type="simple">de Castro, M.D.L. and Tena, M.T. (1996) Strategies for Supercritical Fluid Extraction of Polar and Ionic Compounds. Analytical Chemistry, 15, 32-37. https://doi.org/10.1016/0165-9936(96)88035-6</mixed-citation></ref><ref id="scirp.127441-ref26"><label>26</label><mixed-citation publication-type="other" xlink:type="simple">Yang, Q., Guo, M. and Guo, W. (2021) Effects of Associated Minerals on the Co-Current Oxidizing Pyrolysis of Oil Shale in a Low-Temperature Stage. American Chemical Society, 37, 23988-23997. https://doi.org/10.1021/acsomega.1c03098</mixed-citation></ref><ref id="scirp.127441-ref27"><label>27</label><mixed-citation publication-type="other" xlink:type="simple">K&amp;#246;k, M.V. and Pamir, M.R. (2000) Comparative Pyrolysis and Combustion Kinetics of Oil Shales. Journal of Analytical and Applied Pyrolysis, 55, 185-194. https://doi.org/10.1016/S0165-2370(99)00096-0</mixed-citation></ref><ref id="scirp.127441-ref28"><label>28</label><mixed-citation publication-type="other" xlink:type="simple">El harfi, K., Bennouna, C., Mokhlisse, A. and Ben chanaa, M. (2000) Yields and Composition of Oil Obtained by Isothermal Pyrolysis of the Moroccan (Tarfaya) Oil Shales with Steam or Nitrogen as Carrier Gas. Journal of Analytical and Applied Pyrolysis, 56, 207-218. https://doi.org/10.1016/S0165-2370(00)00095-4</mixed-citation></ref><ref id="scirp.127441-ref29"><label>29</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Pailler, R., Naslain, R., Birot, M. and Pillot, J.P. (2005) Autoclave Recovery of Organic Matter from Moroccan Oil Shales by Phenol under Sub-Critical Conditions. Annales de Chimie Science des Matériaux, 30, 1-17. https://doi.org/10.3166/acsm.30.1-17</mixed-citation></ref><ref id="scirp.127441-ref30"><label>30</label><mixed-citation publication-type="other" xlink:type="simple">Bekri, O. and Ziyad, M. (1991) Synthesis of Oil Shale Research and Development Activities in Morocco. Proceedings of the 1991 Eastern Oil Shale Symposium, Lexington, 13-15 November 1991, 437-443.</mixed-citation></ref><ref id="scirp.127441-ref31"><label>31</label><mixed-citation publication-type="other" xlink:type="simple">Rose, H.R., Smith, D.R. and Vassallo, A.M. (1994) An Investigation of Thermal Transformations of the Products of Oil Shale Demineralization Using Infrared Emission Spectroscopy. Energy &amp; Fuels, 7, 319-325. https://doi.org/10.1021/ef00038a024</mixed-citation></ref><ref id="scirp.127441-ref32"><label>32</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Pailler, R., Naslain, R., Birot, M. and Pillot, J.P. (2005) Effect of Mineral Matter and Phenol in Supercritical Extraction of Oil Shale with Toluene. Journal de Physique IV, 123, 23-27. https://doi.org/10.1051/jp4:2005123003</mixed-citation></ref><ref id="scirp.127441-ref33"><label>33</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Birot, M., Abouliatim, Y., Benhammou, A., Alami, J. and Hannache, H. (2023) The Effect of Various Parameters on the Supercritical Extraction of Moroccan Oil Shales: Application in the Elaboration of Carbon Foams and Graphitizable Carbons. Oil Shale, 40, 44-61. https://doi.org/10.3176/oil.2023.1.03</mixed-citation></ref><ref id="scirp.127441-ref34"><label>34</label><mixed-citation publication-type="other" xlink:type="simple">Alanfnan, S. (2021) Petrophysics of Kerogens Based on Realistic Structures. American Chemical Society, 14, 9549-9558. https://doi.org/10.1021/acsomega.1c00018</mixed-citation></ref><ref id="scirp.127441-ref35"><label>35</label><mixed-citation publication-type="other" xlink:type="simple">Marshall, C.P., Wilson, M.A., Hartung-Kagi, B. and Hart, G. (2001) Potential of Emission Fourier Transform Infrared Spectroscopy for in Situ Evaluation of Kerogen in Source Rocks during Pyrolysis. Chemical Geology, 175, 623-633. https://doi.org/10.1016/S0009-2541(00)00383-1</mixed-citation></ref><ref id="scirp.127441-ref36"><label>36</label><mixed-citation publication-type="other" xlink:type="simple">Cole-Clarke, A. and Vassallo, A.M. (1992) Infrared Emission Spectroscopy of Coal. Fuel, 71, 469-470. https://doi.org/10.1016/0016-2361(92)90041-L</mixed-citation></ref><ref id="scirp.127441-ref37"><label>37</label><mixed-citation publication-type="other" xlink:type="simple">Guo, W., Yang, Q., Zhang, X., Xu, S., Deng, S. and Li, Q. (2021) Thermal Behavior of Oil Shale Pyrolysis under Low-Temperature Co-Current Oxidizing Conditions. American Chemical Society, 28, 18074-18083. https://doi.org/10.1021/acsomega.1c01875</mixed-citation></ref><ref id="scirp.127441-ref38"><label>38</label><mixed-citation publication-type="other" xlink:type="simple">Nguyen, V.D. (1990) Pyrolysis of Stuart Oil Shale in the Presence of Recycled Shale. Fuel, 69, 497-501. https://doi.org/10.1016/0016-2361(90)90321-G</mixed-citation></ref><ref id="scirp.127441-ref39"><label>39</label><mixed-citation publication-type="other" xlink:type="simple">Oumam, M. (2000) New Adsorbent Materials Obtained from Tarafaya Oil Shale. PhD of Chemical Engineering, Faculty of Sciences Ben M’sik, Morocco, 2000.</mixed-citation></ref><ref id="scirp.127441-ref40"><label>40</label><mixed-citation publication-type="other" xlink:type="simple">Abourriche, A., Oumam, M., Hannache, H., Pailler, R., Naslain, R., Birot, M. and Pillot, J.P. (2004) New Pitches with Enhanced Graphitization Ability Obtained from Moroccan Oil Shales. Journal of Analytical and Applied Pyrolysis, 71, 935-944. https://doi.org/10.1016/j.jaap.2003.12.004</mixed-citation></ref><ref id="scirp.127441-ref41"><label>41</label><mixed-citation publication-type="other" xlink:type="simple">Leach, B.E. (1977) Disproportionation of Highly Alkylated Phenols with Phenol. Continental Oil Co., USA, Patent No. 77-852389 [4125736].</mixed-citation></ref><ref id="scirp.127441-ref42"><label>42</label><mixed-citation publication-type="other" xlink:type="simple">Koel, M., Ljovin, S., Hollis, K. and Rubin, J. (2001) Using Neoteric Solvents in Oil Shale Studies. Pure and Applied Chemistry, 73, 153-159. https://doi.org/10.1351/pac200173010153</mixed-citation></ref><ref id="scirp.127441-ref43"><label>43</label><mixed-citation publication-type="other" xlink:type="simple">Wu, Y., Li, W., Vovers, J., Lu, H.T., Stevens, G.W. and Mumford, K.A. (2022) Investigation of Green Solvents for the Extraction of Phenol and Natural Alkaloids: Solvent and Extractant Selection. Chemical Engineering Journal, 442, Article ID: 136054. https://doi.org/10.1016/j.cej.2022.136054</mixed-citation></ref><ref id="scirp.127441-ref44"><label>44</label><mixed-citation publication-type="other" xlink:type="simple">Wan, J., Zhao, J., Zhang, X., Fan, H., Zhang, J., Hu, D., Jin, P. and Wang, D.Y. (2020) Epoxy Thermosets and Materials Derived from Bio-Based Monomeric Phenols: Transformations and Performances. Progress in Polymer Science, 108, Article ID: 101287. https://doi.org/10.1016/j.progpolymsci.2020.101287</mixed-citation></ref><ref id="scirp.127441-ref45"><label>45</label><mixed-citation publication-type="other" xlink:type="simple">Sahoo, C.K., Khatua, H.K., Bhaskar, J. and Ramana, D.V. (2019) Effect of the Critical Solution Temperature of a Partial Miscible Phenol-Water Solution with Addition of Potassium Chloride. International Journal of Pharmaceutical Sciences Review and Research, 54, 109-112.</mixed-citation></ref><ref id="scirp.127441-ref46"><label>46</label><mixed-citation publication-type="other" xlink:type="simple">Zhuang, M.S. and Thies, M.C. (2000) Extraction of Petroleum Pitch with Supercritical Toluene: Experiment and Prediction. Energy Fuels, 14, 70-75. https://doi.org/10.1021/ef990141q</mixed-citation></ref><ref id="scirp.127441-ref47"><label>47</label><mixed-citation publication-type="other" xlink:type="simple">Canel, M. and Missal, P. (1994) Extraction of Solid Fuels with Sub- and Supercritical Water. Fuel, 73, 1776-1780. https://doi.org/10.1016/0016-2361(94)90167-8</mixed-citation></ref></ref-list></back></article>