<?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">JEP</journal-id><journal-title-group><journal-title>Journal of Environmental Protection</journal-title></journal-title-group><issn pub-type="epub">2152-2197</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jep.2021.1211055</article-id><article-id pub-id-type="publisher-id">JEP-113436</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>
 
 
  Adsorption of Cr(III) from an Aqueous Solution by Chitosan Beads Modified with Sodium Dodecyl Sulfate (SDS)
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Munkhpurev</surname><given-names>Bat-Amgalan</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>Zoltuya</surname><given-names>Khashbaatar</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>David</surname><given-names>Eva Vanessa Anak</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>Muhammad</surname><given-names>Nabil Md Sari</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>Naoto</surname><given-names>Miyamoto</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>Naoki</surname><given-names>Kano</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hee-Joon</surname><given-names>Kim</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>Ganchimeg</surname><given-names>Yunden</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Department of Chemical Engineering, School of Applied Sciences, Mongolian University of Sciences and Technology, 
Ulaanbaatar, Mongolia</addr-line></aff><aff id="aff2"><addr-line>Department of Chemistry and Chemical Engineering, Faculty of Engineering, Niigata University, Niigata, Japan</addr-line></aff><aff id="aff1"><addr-line>Graduate School of Science and Technology, Niigata University, Niigata, Japan</addr-line></aff><pub-date pub-type="epub"><day>09</day><month>11</month><year>2021</year></pub-date><volume>12</volume><issue>11</issue><fpage>939</fpage><lpage>960</lpage><history><date date-type="received"><day>6,</day>	<month>October</month>	<year>2021</year></date><date date-type="rev-recd"><day>23,</day>	<month>November</month>	<year>2021</year>	</date><date date-type="accepted"><day>26,</day>	<month>November</month>	<year>2021</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 is to prepare chitosan beads modified with sodium dodecyl sulfate (SDS) to effectively remove Cr(III) from an aqueous solution. The characterizations of SDS-chitosan by scanning electron microscopy-energy dispersive X-ray spectroscopy (SEM-EDS), Fourier transform-infrared spectroscopy (FT-IR) and X-ray photoelectron spectroscopy (XPS) proved the successful synthesis of the adsorbent. The adsorption of Cr(III) on the SDS material was investigated by varying experimental conditions such as pH, contact time and adsorbent dosage. The maximum adsorption capacity of SDS-chitosan for Cr(III) was estimated to be 3.42 mg?g
  <sup>-1</sup>. The results of adsorption kinetics and isothermal models show that the adsorption process conforms to the pseudo-second-order and Langmuir isotherm models, indicating that the adsorption is single-layer chemical adsorption. Thermodynamic analyses indicate that the adsorption of Cr(III) is an endothermic reaction. These results show that the new adsorbent has obvious application prospect to eliminate Cr(III). 
 
</p></abstract><kwd-group><kwd>Chitosan Beads</kwd><kwd> Sodium Dodecyl Sulfate (SDS)</kwd><kwd> Trivalent Chromium Ions (Cr(III))</kwd><kwd> Adsorption</kwd><kwd> Adsorption Isotherms</kwd><kwd> Adsorption Kinetics</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Due to the emergence of industrialization and urbanization worldwide, heavy metals are excessively produced and discharged into the environment. The presence of heavy metals in aqueous environments is currently one of the most recent risks due to their toxicity, non-degradability, and accumulation into the food chain [<xref ref-type="bibr" rid="scirp.113436-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref3">3</xref>]. Heavy metals have functional roles that are essential for humans, animals, and plants in low doses but heavy metals in high doses cause serious and chronic toxicity, which can lead to cancer and even death [<xref ref-type="bibr" rid="scirp.113436-ref4">4</xref>].</p><p>Chromium is one of the most common pollutants as it is widely used in many industries such as electroplating, leather tanning, textiles, steelworks, wood preservation, artificial fertilizers and nuclear power stations [<xref ref-type="bibr" rid="scirp.113436-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref7">7</xref>]. Chromium mainly exists in two stable oxidation states in nature, namely Cr(VI) and Cr(III) [<xref ref-type="bibr" rid="scirp.113436-ref8">8</xref>]. The typical mobile forms of Cr(VI) in natural environment are CrO 4 2 − or HCrO 4 − and the relative distribution of each species depends on the solution pH, redox potential and on chromium concentration [<xref ref-type="bibr" rid="scirp.113436-ref9">9</xref>]. Adverse health effects associated with Cr(VI) exposure include bronchitis, liver damage, kidney damage, brain damage, and even lung cancer, whereas trivalent state is the most stable form in reducing conditions and is present as a cationic species Cr(OH)<sup>2+</sup> and Cr ( OH ) 2 + , with the first or second hydrolysis products dominating at pH values from 4 to 8. The low solubility of Cr(OH)<sub>3</sub> considerably limits the concentration of Cr(III) for pH values above about 5 [<xref ref-type="bibr" rid="scirp.113436-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref11">11</xref>]. Cr(III) is considered to be an essential microelement for the maintenance of effective glucose, lipid, and protein metabolism in mammals [<xref ref-type="bibr" rid="scirp.113436-ref12">12</xref>]. Given its high danger to biological systems, many studies have focused on the removal of Cr(VI), while very few articles deal with the adsorption of Cr(III).</p><p>Chromium elements, therefore, it is vital to eliminate heavy metals from wastewaters before discharging them into the environment. Various treatment methods have been developed to remove heavy metal ions from different aqueous solutions. These include chemical precipitation [<xref ref-type="bibr" rid="scirp.113436-ref13">13</xref>], adsorption, evaporation, reverse osmosis, ion exchange, membrane filtration, and biosorption [<xref ref-type="bibr" rid="scirp.113436-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref17">17</xref>]. Among these, adsorption is considered to be an alternative process to remove heavy metal ions from wastewater [<xref ref-type="bibr" rid="scirp.113436-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref20">20</xref>]; especially, biological adsorption (biosorption) has emerged as one of the most promising method. It is generally preferred for the removal of lead due to its high efficiency, cost-effectiveness, easy handling, and the availability of different adsorbents [<xref ref-type="bibr" rid="scirp.113436-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref22">22</xref>].</p><p>Among the many biosorbents, chitosan is a type of natural polyaminosaccharide, synthesized from the deacetylation of chitin and mainly composed of poly-β-(1,4)-2-deoxy-2-amino-d-glucose. Chitin is the second most abundant polymer in nature after cellulose, and can be extracted from crustacean shells such as prawns, insects, fungi, crabs and other crustaceans [<xref ref-type="bibr" rid="scirp.113436-ref23">23</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref25">25</xref>]. Owing to its many attractive properties such as its hydrophilicity, biocompatibility, biodegradability, and non-toxicity, as well as, the presence of reactive amino (-NH<sub>2</sub>) and hydroxyl (-OH) groups in its backbone, chitosan has been used as an effective material for the removal of heavy metals from wastewaters [<xref ref-type="bibr" rid="scirp.113436-ref26">26</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref27">27</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref28">28</xref>].</p><p>Chitosan has a few defects such as notable swelling in aqueous media and a nonporous structure resulting in a low surface area [<xref ref-type="bibr" rid="scirp.113436-ref29">29</xref>]. Therefore, many types of physical or chemical modifications can be made to chitosan to improve its chemical stability in an acidic medium, its mechanical strength, and its adsorption capacity. The most common chemical modifications are cross-linking the grafting of a new functional group and acetylation. Cross-linking agents (such as TPP) are commonly used to prepare chitosan beads because they form a non-toxic agent [<xref ref-type="bibr" rid="scirp.113436-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref31">31</xref>]. Recently, the synthesis of biocomposites has presented a novel approach for the modification of several properties of polysaccharides and various types of materials have been used to form composites with chitosan such as a zeolitic imidazolate framework (ZIF) [<xref ref-type="bibr" rid="scirp.113436-ref32">32</xref>], polyvinyl alcohol [<xref ref-type="bibr" rid="scirp.113436-ref33">33</xref>], polyvinyl chloride [<xref ref-type="bibr" rid="scirp.113436-ref34">34</xref>], and silicon dioxide [<xref ref-type="bibr" rid="scirp.113436-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref36">36</xref>].</p><p>In this work, chitosan with sodium dodecyl sulfate (SDS) was synthesized to enhance the adsorption potential of heavy metal ions. In our previous paper [<xref ref-type="bibr" rid="scirp.113436-ref37">37</xref>], the adsorption of Cr(VI) by SDS-modified chitosan was investigated. The objective of this work was to explore the efficiency of SDS-modified chitosan bead composites and to use them for removing Cr(III) from an aqueous solution.</p></sec><sec id="s2"><title>2. Result and Discussion</title><sec id="s2_1"><title>2.1. Adsorption Experiment</title><sec id="s2_1_1"><title>2.1.1. Effect of the Initial SDS Concentration</title><p>To estimate the optimal initial concentration of SDS loading on chitosan beads for Cr(III) removal, the chitosan beads were modified with SDS solutions by varying the initial SDS concentrations from 10 to 9000 mg/L. The adsorption experiments were performed under the following conditions: an initial concentration of Cr(III) of 1 mg/L, a contact time of 2 days, an adsorbent dosage of 0.05 g, a pH of 4, and a temperature of 25˚C. The results are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. With</p><p>the increase in SDS concentration, the adsorption capacity continuously increased within 6000 mg/L but the adsorption amount was almost constant at further higher concentrations. Therefore, 6000 mg/L was considered to be the optimum initial SDS concentration for Cr(III).</p></sec><sec id="s2_1_2"><title>2.1.2. Effect of pH</title><p>Solution pH is most important parameter affecting adsorption characteristics. In this experiment, the effect of pH on Cr(III) adsorption by SDS-chitosan was studied in the pH range of 4 - 7; the contact time was 24 h, the temperature was 25˚C, the adsorbent dosage was 0.4 mg/L, and the initial Cr(III) concentration was 1 mg/L. The results are shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p><p>The distribution of Cr(III) in environmental waters is predominantly as Cr<sup>3+</sup> at a pH of 1 - 3 whereas it exists predominantly as CrOH<sup>2+</sup> at a pH of 4-6. Cr(III) precipitates as Cr(OH)<sub>3</sub> at a pH of 5.5 or above [<xref ref-type="bibr" rid="scirp.113436-ref38">38</xref>]. For the confirmation of precipitation, the change of the initial Cr(III) concentration on the effect of the pH was measured in the pH range of 4 - 7, as seen in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p><p>As can be seen in <xref ref-type="fig" rid="fig2">Figure 2</xref>, the adsorption capacity of Cr(III) increased with the increase in the pH value from 4 to 7. The initial Cr(III) concentration in the aqueous solution decreased with the increase in the pH value from 4 to 7 (<xref ref-type="fig" rid="fig3">Figure 3</xref>). It was observed that Cr(III) precipitated as Cr(OH)<sub>3</sub> at a pH of 6 and 7 due to the decrease in the initial Cr(III) concentration. Therefore, a pH of 6 and 7 were not suitable for the adsorption experiments and a pH of 4 was chosen.</p></sec><sec id="s2_1_3"><title>2.1.3. Effect of Contact Time</title><p>The influence of contact time on the adsorption of Cr(III) by SDS-chitosan was explored. The experiment was conducted under the following conditions: a pH of 4, a temperature of 25˚C, an adsorbent dosage of 0.05 g, and an initial concentration of Cr(III) of 1 mg/L. The effect of contact time on the adsorption of Cr(III) using SDS-chitosan is shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>. Based on the results of this experiment, the adsorption capacity of SDS-chitosan for Cr(III) increased sharply within the first 24 h, and continued until the contact time reached 48 h. Therefore, 48 h was selected as the optimized contact time.</p></sec><sec id="s2_1_4"><title>2.1.4. Effect of the Adsorbent Dosage</title><p>The adsorbent dosage is an important factor that affects the adsorption capacity. Adsorption experiments were performed to determine the adsorbent dosage under the conditions of a pH of 4, a temperature of 25˚C, a contact time of 24 h, and an initial concentration of Cr(III) of 1 mg/L. <xref ref-type="fig" rid="fig5">Figure 5</xref> shows the effect of the adsorbent dosage on Cr(III) adsorption by SDS-chitosan. The adsorption rate increased with an increase in the adsorbent dosage and reached approximately 70% at 0.8 mg/L; after that, there was no appreciable increase. Therefore, 1 mg/L was selected as the optimized adsorbent dosage.</p></sec><sec id="s2_1_5"><title>2.1.5. Effect of Competitive Ions</title><p>In this study, adsorption experiments of Cr(III) were performed in the presence of various competitive ions with different concentrations (0, 50, 100, and 200 mg/L) of Na<sup>+</sup>, Ca<sup>2+</sup>, Ba<sup>2+</sup>, K<sup>+</sup>, Mg<sup>2+</sup>, and Sr<sup>2+</sup>. The initial concentration of Cr(III)</p><p>was set as 1.0 mg/L, the pH was 4, the temperature was 25˚C, the contact time was 24 h, and the adsorbent dosage was 1.0 mg/L. The effect of competitive ions on the adsorption of Cr(III) is shown in <xref ref-type="fig" rid="fig6">Figure 6</xref>. It was confirmed that the adsorption capacity of Cr(III) did not decrease at all even in the presence of other metal ions.</p></sec></sec><sec id="s2_2"><title>2.2. Characterization of Materials</title><sec id="s2_2_1"><title>2.2.1. SEM-EDS Micrographs</title><p>The SEM-EDS images of the chitosan beads and SDS-chitosan are shown in <xref ref-type="fig" rid="fig7">Figure 7</xref>. These images showed an unevenness on the surface. This was probably due to the release of water contained in the adsorbent during the drying process of chitosan. In addition to the aforementioned irregularities, SDS-chitosan showed a mesh-like pattern. This was thought to be due to the effect of SDS</p><p>modified on the chitosan surface. In particular, the modified chitosan beads with a high SDS concentration showed a difference compared with the other beads. As the irregularities on the surface of the adsorbent were considered, the adsorption proceeded in two ways: physical and chemical adsorption. From the mapping images, it was confirmed that Cr ions were actually adsorbed onto the adsorbent surface.</p></sec><sec id="s2_2_2"><title>2.2.2. FT-IR and XPS Spectra</title><p>The surface functional groups and the chemical compositions on the modified SDS-chitosan beads were identified by FTIR and XPS analysis, respectively. The results are fundamentally shown in our previous work [<xref ref-type="bibr" rid="scirp.113436-ref37">37</xref>], and more detailed features are denoted as follows. The FT-IR results are shown in <xref ref-type="fig" rid="fig8">Figure 8</xref>, where the peaks of SDS-chitosan and the chitosan beads can clearly be seen. It is apparent from this figure that the main peaks common to each adsorbent were due to the -OH group at 3400 - 3500 cm<sup>–1</sup> and the aliphatic methylene group at 2871 cm<sup>−1</sup>. The wide peaks at 1560 - 1640 cm<sup>−1</sup> and 1110 cm<sup>−1</sup> show the amine group and ether group, respectively. For SDS-chitosan, the peak at 1248 cm<sup>−1</sup> was characteristic of the asymmetrical vibration of the C-O-S group, which confirmed that the prepared adsorbent was a composite of SDS and chitosan.</p><p>The XPS results are shown in <xref ref-type="fig" rid="fig9">Figure 9</xref>, where the chitosan beads with initial</p><p>different concentrations of SDS loading were analyzed. The C1s spectra of these samples displayed peaks at 284.5, 286.5, and 288.5 eV, corresponding with C-C, C-O, and C=O bonds, respectively. The S2p spectra of SDS600 and 6000-chitosan displayed peaks at 169 eV. The S that seemed to be derived from SDS was also not detected at SDS concentrations of 0 and 100 mg/L but was detected at concentrations of 600 and 6000 mg/L.</p></sec></sec><sec id="s2_3"><title>2.3. Adsorption Isotherms</title><p>Adsorption isotherms explain the interactive process between the adsorbents and adsorbates in aqueous medium at the attained saturation point. Adsorption isotherms of Cr(III) on SDS-chitosan were identified with different initial concentrations from 0.01 to 2 mg/L under optimized conditions in terms of the pH (4), contact time (48 h), and dosage of the adsorbent (1 mg/L). Typical adsorption isotherms, the Langmuir and Freundlich models were used to evaluate the adsorption of Cr by SDS-chitosan (<xref ref-type="fig" rid="fig1">Figure 1</xref>0).</p><p>The adsorption data obtained for Cr(III) using SDS-chitosan were analyzed by Langmuir (<xref ref-type="fig" rid="fig1">Figure 1</xref>1) and Freundlich equations (<xref ref-type="fig" rid="fig1">Figure 1</xref>2).</p><p>Langmuir equation:</p><p>C e q e = C e q max + 1 K L q max (1)</p><p>Freundlich equation:</p><p>lg q e = lg K F + ( 1 / n ) lg C e (2)</p><p>where C e and q e are the concentration of Cr at the equilibrium (mg∙L<sup>−1</sup>) and the amount of adsorption of Cr(III) at the equilibrium (mg∙g<sup>−1</sup>), respectively, q max is the maximum adsorption capacity on the surface of the chitosan bead (mg∙g<sup>−1</sup>), K L is the Langmuir constant related to the adsorption strength or intensity (L∙mg<sup>−1</sup>), K F is the Freundlich constant and 1/n indicates the adsorption intensity of the system [<xref ref-type="bibr" rid="scirp.113436-ref39">39</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref40">40</xref>].</p><p>The Langmuir isotherm model assumes that a monolayer adsorption, which</p><p>occurs on the surface of the adsorbent, is uniform. The slope of the linearized Langmuir isotherm can be used to interpret the type of sorption using the Hall separation factor ( R L ), which is favorable ( 0 &lt; R L &lt; 1 ), unfavorable ( R L &lt; 0 ), linear ( R L = 1 ) or irreversible ( R L = 0 ) [<xref ref-type="bibr" rid="scirp.113436-ref41">41</xref>]. The Freundlich isotherm model assumes a multilayer adsorption process without considering the adsorption saturation, which occurs on the multilayer heterogeneous surface. The value of the adsorption intensity of the system (1/n) can be used to judge the difficulty of the adsorption process: irreversible ( 1 / n = 0 ), favorable ( 0 &lt; 1 / n &lt; 1 ), or unfavorable ( 1 / n &gt; 1 ) [<xref ref-type="bibr" rid="scirp.113436-ref32">32</xref>]. The correlation coefficient (R<sup>2</sup>) of these isotherms for Cr(III) on SDS-chitosan is shown in <xref ref-type="table" rid="table1">Table 1</xref> along with other relevant parameters.</p><p>As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>1 and <xref ref-type="fig" rid="fig1">Figure 1</xref>2, and <xref ref-type="table" rid="table1">Table 1</xref>, it was found that the R<sup>2</sup> values for Cr(III) were relatively large and a favorable adsorption of Cr(III) on SDS-chitosan was presented. The R<sup>2</sup> value in the Langmuir isotherm was larger than that in the Freundlich isotherm. The maximum adsorption capacity ( q max ) calculated from the Langmuir model was 3.42 mg/g, which suggested that the adsorption of Cr(III) on SDS-chitosan mainly occurred by a monolayer reaction.</p></sec><sec id="s2_4"><title>2.4. Kinetic Studies</title><p>The rate-controlling steps of the adsorption system are essential to examine the mechanism of Cr(III). Kinetic studies were performed to explain the adsorption mechanism of Cr(III) ions onto the SDS-chitosan beads. The effects of contact time on the kinetics of Cr(III) adsorption by SDS-chitosan adsorbent are displayed in <xref ref-type="fig" rid="fig1">Figure 1</xref>3. As can be seen in <xref ref-type="fig" rid="fig1">Figure 1</xref>3, the removal of Cr(III) from</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Isotherm parameters for Cr(III) adsorption onto SDS-chitosan</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Metal</th><th align="center" valign="middle"  rowspan="2"  >T (K)</th><th align="center" valign="middle"  colspan="3"  >Langmuir Isotherm</th><th align="center" valign="middle"  colspan="3"  >Freundlich Isotherm</th></tr></thead><tr><td align="center" valign="middle" >Q<sub>max</sub> (mg/g)</td><td align="center" valign="middle" >R<sub>L</sub></td><td align="center" valign="middle" >R<sup>2</sup></td><td align="center" valign="middle" >K<sub>F</sub> (mg/g)</td><td align="center" valign="middle" >1/n</td><td align="center" valign="middle" >R<sup>2</sup></td></tr><tr><td align="center" valign="middle" >Cr (III)</td><td align="center" valign="middle" >298</td><td align="center" valign="middle" >3.42</td><td align="center" valign="middle" >1.15 &#215; 10<sup>−3</sup></td><td align="center" valign="middle" >0.84</td><td align="center" valign="middle" >1.41</td><td align="center" valign="middle" >1.21</td><td align="center" valign="middle" >0.82</td></tr></tbody></table></table-wrap><p>SDS-chitosan increased sharply in the initial 6 h, which indicated that the uptake of Cr(III) was chiefly caused by chemical sorption. It continued at a slower rate and finally reached equilibrium at 48 h.</p><p>To investigate the mechanism of adsorption of Cr(III) on SDS-chitosan, fitting was determined according to the pseudo-first-order (<xref ref-type="fig" rid="fig1">Figure 1</xref>4), pseudo-second-order (<xref ref-type="fig" rid="fig1">Figure 1</xref>5) and intraparticle diffusion kinetic models (<xref ref-type="fig" rid="fig1">Figure 1</xref>6).</p><p>The equations of these models are given by:</p><p>Pseudo-first-order model:</p><p>ln ( q t ) = ln ( q e ) − k 1 t (3)</p><p>Pseudo-second-order model:</p><p>t q t = 1 k 2 q e 2 + t q e (4)</p><p>Intraparticle diffusion model:</p><p>q t = K i d t 1 / 2 (5)</p><p>where q e and q t are the adsorption capacities of Cr using the SDS-chitosan beads at the equilibrium and time, t, respectively (mg∙g<sup>−1</sup>), k 1 is the rate constant of the pseudo-first-order adsorption (h<sup>−1</sup>), k 2 is the rate constant of the pseudo-second-order adsorption (g∙mg<sup>−1</sup>∙h<sup>−1</sup>) and K i d is the rate constant of intraparticle diffusion (mg∙g<sup>−1</sup>∙h<sup>−1/2</sup>) [<xref ref-type="bibr" rid="scirp.113436-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref43">43</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref44">44</xref>].</p><p>The sorption kinetic parameters including k 1 , k 2 , K i d , q e and the correlation coefficients R<sup>2</sup> are listed in <xref ref-type="table" rid="table2">Table 2</xref>. As can be seen, the correlation coefficient R<sup>2</sup> for the pseudo-second-order model was higher than the pseudo-first-order and intraparticle diffusion models. These results suggest that the sorption kinetics of the Cr(III) ion on SDS-chitosan could be described by the pseudo-second-order model, that the chemical adsorption could be the rate-limiting step of the process of the adsorption system. Based on above, assuming adsorbent particle to be sphere of radius “a” and the diffusion follows Fick’s law that was applied to confirm it. In the law, the relationship between adsorption capacity and time was given by the following Equations [<xref ref-type="bibr" rid="scirp.113436-ref45">45</xref>].</p><p>q t q e = 6 ( D t a 2 ) 1 / 2 { π − 1 / 2 + 2 ∑ n = 1 ∞ i e r f c n a D t } − 3 D t a 2 (6)</p><p>After D is replaced with D<sub>1</sub>, at a short time, Equation (6) becomes as:</p><p>q t q e = 6 ( D 1 π a 2 ) 1 / 2 t 1 / 2 (7)</p><p>The film diffusion coefficient D<sub>1</sub> is calculated from the slope of the plot of q<sub>t</sub>/q<sub>e</sub> versus t<sup>1/2</sup>. For moderate and large times, the diffusion equation given by</p><p>q t q e = 1 − 6 π 2 ∑ n = 1 ∞ 1 n 2 exp ( − D n 2 π 2 t a 2 ) (8)</p><p>If D is replaced with D<sub>2</sub>, at the large time the Equation (8) becomes as:</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Kinetic parameters of Cr(III) adsorption onto SDS-chitosan</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Adsorbent</th><th align="center" valign="middle"  rowspan="2"  >q<sub>e</sub> (mg/g)</th><th align="center" valign="middle"  colspan="3"  >Pseudo-first-order model</th><th align="center" valign="middle"  colspan="2"  >Pseudo-second-order model</th><th align="center" valign="middle"  colspan="3"  >Intraparticle Diffusion</th></tr></thead><tr><td align="center" valign="middle" >q<sub>e</sub> (mg/g)</td><td align="center" valign="middle"  colspan="2"  >k<sub>1</sub> (h<sup>−1</sup>) R<sup>2</sup></td><td align="center" valign="middle" >q<sub>e</sub> (mg/g)</td><td align="center" valign="middle" >k<sub>2</sub> (g∙mg<sup>−1</sup>&#183;h<sup>−1</sup>)</td><td align="center" valign="middle" >R<sup>2</sup></td><td align="center" valign="middle" >K<sub>id</sub></td><td align="center" valign="middle" >R<sup>2</sup></td></tr><tr><td align="center" valign="middle" >SDS-chitosan</td><td align="center" valign="middle" >0.69</td><td align="center" valign="middle" >1.05</td><td align="center" valign="middle" >0.22</td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >0.88</td><td align="center" valign="middle" >0.13</td><td align="center" valign="middle" >0.98</td><td align="center" valign="middle" >0.09</td><td align="center" valign="middle" >0.90</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>ln ( 1 − q t q e ) = ln 6 π 2 − ( D 2 π 2 a 2 t ) (9)</p><p>The pore diffusion coefficient D<sub>2</sub> is obtained from the slope of the plot of ln(1 − q<sub>t</sub>/q<sub>e</sub>) versus t. The values of D<sub>1</sub> and D<sub>2</sub> are presented in <xref ref-type="table" rid="table3">Table 3</xref>.</p><p>It is also known that if the adsorption is controlled by the film diffusion, the values of the film diffusion coefficient may be in the range of 10<sup>−6</sup> - 10<sup>−8</sup> cm<sup>2</sup> /s. While if the adsorption mechanism is controlled by the pore diffusion mechanism, the value of the pore diffusion coefficient belongs to the range of 10<sup>−11</sup> - 10<sup>−13</sup> cm<sup>2</sup>/s [<xref ref-type="bibr" rid="scirp.113436-ref46">46</xref>]. As can be seen in <xref ref-type="table" rid="table3">Table 3</xref>, The D<sub>1</sub> and D<sub>2</sub> values in the model based on the Fick’s law was larger than that above mentioned ranges. It is confirmed that the sorption kinetics of the Cr(III) ion on SDS-chitosan could be described by the pseudo-second-order model.</p></sec><sec id="s2_5"><title>2.5. Thermodynamic Study</title><p>To investigate the effect of temperature on Cr(III) adsorption by SDS-chitosan, adsorption experiments were conducted from 298 to 318 K. The results are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>7. In these temperature ranges, the adsorption amount of Cr(III) on SDS-chitosan increased with the increase in temperature.</p><p>In addition, based on the experimental results, the thermodynamic parameters of the adsorption, i.e. standard Gibb’s free energy change ( Δ G 0 ), a change in standard enthalpy ( Δ H 0 ) and standard entropy ( Δ S 0 ), were calculated from the Van ‘t Hoff equation [<xref ref-type="bibr" rid="scirp.113436-ref47">47</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref48">48</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref49">49</xref>].</p><p>Δ G 0 = − R T ln K c (10)</p><p>ln K c = Δ H 0 − R T + Δ S 0 R (11)</p><p>Δ G 0 = Δ H 0 − T Δ S 0 (12)</p><p>where R is the universal gas constant (8.314 J/mol<sup>−1</sup>∙K<sup>−1</sup>) and T is the temperature (K). The slope and intercept of the plot of ln K c versus 1/T were used to determine the Δ H 0 and Δ S 0 .</p><p>The thermodynamic parameters are shown in <xref ref-type="table" rid="table4">Table 4</xref>. Values of Δ G &gt; 0 were obtained in the temperature range of 298 - 318 K. The values of ∆G at the different temperatures indicated the feasibility of the process and the values decreased with an increase in temperature. This suggested that the adsorption process was more spontaneous at higher temperatures. Positive values of ∆H and ∆S alsosuggested that the sorption process was endothermic and determined the</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> The film and pore diffusion coefficients of the adsorption</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >С<sub>0</sub> (mg/L)</th><th align="center" valign="middle" >D<sub>1</sub>∙10<sup>−8</sup> (cm<sup>2</sup>/s)</th><th align="center" valign="middle" >D<sub>2</sub>∙10<sup>−12</sup> (cm<sup>2</sup>/s)</th></tr></thead><tr><td align="center" valign="middle" >1.00</td><td align="center" valign="middle" >7.04</td><td align="center" valign="middle" >1.51</td></tr></tbody></table></table-wrap><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Thermodynamic parameters for the adsorption of Cr(III) on SDS-chitosan</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >T (K)</th><th align="center" valign="middle" >∆H (kJ/mol)</th><th align="center" valign="middle" >∆S (J/mol)</th><th align="center" valign="middle" >∆G (kJ/mol)</th></tr></thead><tr><td align="center" valign="middle" >298 308 318</td><td align="center" valign="middle" >12.0</td><td align="center" valign="middle" >37.4</td><td align="center" valign="middle" >0.855 0.481 0.107</td></tr></tbody></table></table-wrap><p>disorderliness of the sorption at the solid-liquid interface. It was then suggested that the adsorption of Cr(III) on SDS-chitosan could be mainly dominated by chemisorption.</p></sec><sec id="s2_6"><title>2.6. Desorption Study</title><p>Repeated use of adsorbent and recovery of the adsorbed metal ions are important parameters indicating economic efficiency. In this study, regeneration experiments were carried out using the SDS-chitosan beads after adsorption of Cr(III). In desorption experiment, the spent adsorbent after adsorption was treated with 50 ml of 0.1 mol/L NaOH solution and ultrapure water as desorption agent, and then filtered. Cr(III) content in the filtrate was determined by ICP-MS [<xref ref-type="bibr" rid="scirp.113436-ref37">37</xref>].</p><p>The results of this experiment are shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>8. As can be seen in <xref ref-type="fig" rid="fig1">Figure 1</xref>8, the desorption efficiency of Cr(III) was found to be 57% using 0.1 mol/L NaOH. The desorption of NaOH was larger than ultrapure water. This suggested that NaOH could be a desorption agent for Cr(III).</p></sec><sec id="s2_7"><title>2.7. Comparison with Other Adsorbents</title><p>The comparison of the maximum adsorption capacity of Cr(III) by SDS-chitosan</p><p>in the present study with those of other adsorbents in the literature is presented in <xref ref-type="table" rid="table5">Table 5</xref>. As can be seen in <xref ref-type="table" rid="table5">Table 5</xref>, the adsorption capacity of SDS-chitosan for Cr(III) in this work was not necessarily high compared with other adsorbents. However, it could be regarded as a potential adsorbent for treating Cr(III) from wastewater for practical use as, the synthesis method of the adsorbent is relatively simple and that it can be also available for the removal of Cr(VI) [<xref ref-type="bibr" rid="scirp.113436-ref37">37</xref>].</p></sec></sec><sec id="s3"><title>3. Materials and Methods</title><p>Chemical reagents, namely, chitosan and sodium dodecyl sulfate (SDS) were purchased from the Tokyo Chemical Industry Co., Inc. (Tokyo, Japan). CH<sub>3</sub>COOH, NaOH, NaSO<sub>4</sub>, HNO<sub>3</sub>, C<sub>7</sub>H<sub>8</sub>, and C<sub>10</sub>H<sub>14</sub>N<sub>2</sub>Na<sub>2</sub>O<sub>8</sub>&#183;2H<sub>2</sub>O were purchased from the Kanto Chemical Co., Inc. (Tokyo, Japan). All used reagents were of an analytical grade. Ultrapure water (&gt;18.2 MΩ), which was treated by an ultrapure water system (Suite a Dublin, California, USA, Advantec aquarius: RFU 424TA), was employed throughout the work. To prepare the Cr standard solution for the calibration curve, a standard solution (Kanto Chemical Co., Inc.,) of 1000 mg∙dm<sup>−3</sup> was used.</p><sec id="s3_1"><title>3.1. Synthesis of the Adsorbent</title><p>First, 1.5 g of chitosan was dissolved in an acetic acid solution (2.0%) and stirred for 1 day. The obtained chitosan solution was dropped into the 200 mL of a 0.20 mol/L sodium hydroxide solution to prepare a chitosan beads. After stirring for 1 day, it was washed with ultrapure water until the pH reached 7. The chitosan beads were then placed in 100 mL SDS solution (including the fixed concentration of SDS) and allowed to stand for several days in room temperature. After several days, the chitosan beads were washed with the required quantity of ultrapure water for the resolution of eliminating free SDS, dried at 60˚C for 24 h and then stored in a vacuum desiccator for further studies.</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Comparison of adsorption capacity for Cr(III) by different adsorbents</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Adsorbent</th><th align="center" valign="middle" >Adsorption Capacity (mg&#183;g<sup>−1</sup>)</th><th align="center" valign="middle" >References</th></tr></thead><tr><td align="center" valign="middle" >Vesicular basalt Chitosan Attapulgite Chitosan/attapulgite Crystalline hydrous titanium(IV) oxide Natural sepiolite Borax sludge SDS-chitosan-</td><td align="center" valign="middle" >0.98 1.67 11.0 27.0 14.0 0.53 4.00 3.42</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.113436-ref50">50</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref51">51</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref51">51</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref51">51</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref52">52</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref53">53</xref>] [<xref ref-type="bibr" rid="scirp.113436-ref54">54</xref>] This study-</td></tr></tbody></table></table-wrap></sec><sec id="s3_2"><title>3.2. Characterization of the Adsorbent</title><p>The surface morphology of the chitosan beads was observed by scanning electron microscopy (SEM) (JSM-6000, JEOL, Japan) and the elemental analyze of the chitosan samples before and after the adsorption of Cr(III) was performed by EDS (JED-2300, JEOL, Japan). Fourier transform-infrared spectroscopy (FT-IR-4200, Jasco, Japan) was used to identify the functional groups. The KBr was ground and mixed with the dried sample, and the mixture was pressed into thin plates for infrared testing. The surface chemistry properties of the SDS-modified chitosan beads were also identified by X-ray photoelectron spectroscopy (XPS; K-Alpha, Thermo Scientific Center, Waltham, MA, USA).</p></sec><sec id="s3_3"><title>3.3. Adsorption Experiments</title><p>The beads were put into contact with 50 mL of an aqueous solution containing Cr(III) ion with a known initial concentration. The pH of each solution was adjusted using 0.1 mol/L<sup>–1</sup> NaOH and 0.1 mol/L<sup>–1</sup> HNO<sub>3</sub>. The flask was then placed in an automatic shaker. The adsorption experiments were conducted in the pH range of 1 - 7, with a contact time of 1 - 72 h, an SDS initial concentration of 10 - 9000 mg∙L<sup>–1</sup>, an adsorbent dosage of 0.01 - 0.06 g∙L<sup>–3</sup>, a temperature of 288 - 318 K, and an initial Cr(III) concentration of 0.1 - 3.0 mg∙L<sup>–1</sup>. The concentrations of Cr in the filtrate were measured by ICP-MS (Thermo Scientific Center: X-series II). The adsorption capacities of the chitosan beads modified with SDS were calculated by the following equation [<xref ref-type="bibr" rid="scirp.113436-ref9">9</xref>]:</p><p>q e = ( C i − C e ) &#215; V / m (13)</p><p>where q e represents the adsorption capacity at the equilibrium (mg&#183;g<sup>–1</sup>), C i and C e are the initial and equilibrium concentrations of Cr in the batch system, respectively (mg&#183;L<sup>–1</sup>), V is the volume of the solution (L), and m is the weight of the adsorbents (g).</p></sec></sec><sec id="s4"><title>4. Conclusions</title><p>The efficiency of the SDS-chitosan beads synthesized as an adsorbent for Cr(III) was investigated by batch techniques. The following conclusions can be drawn considering the results of this work:</p><p>1) The optimal conditions of the adsorption of Cr(III) using the SDS-modified chitosan beads were determined. The optimal initial SDS concentration was 6000 mg/L, the optimal contact time was 48 h, the optimal dosage was 1 mg/L, and 4 was considered to be the optimum pH.</p><p>2) The adsorption isotherm of Cr(III) by SDS-chitosan was more suitably described by the Langmuir model and the correlation coefficient was 0.84. It suggests that the monolayer chemical adsorption of Cr(III) on SDS-chitosan was more dominant. The maximum adsorption capacity was estimated to be 3.42 mg∙g<sup>−1</sup> for Cr(III) under the optimum conditions. The best fit was obtained with a pseudo-second-order model when investigating the adsorption kinetics of Cr(III) adsorption on SDS-chitosan and the correlation coefficient was 0.98. The thermodynamic studies indicated that the adsorption process was favorable under the higher temperature condition.</p><p>From this work, the SDS-chitosan beads synthesized in this work can be effectively used for removing Cr(III) ions.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors are grateful to Haruo Morohashi of the Industrial Research Institute of Niigata Prefecture for the measurement of XPS and useful advice. The authors also thank M Ohizumi, of the Office for Environment and Safety, and M Teraguchi, T Nomoto, and T Tanaka, of the Facility of Engineering in Niigata University for permitting the use of ICP-MS, FT-IR, and SEM-EDS.</p></sec><sec id="s6"><title>Funding</title><p>The present work was partially supported by a Grant-in-Aid for Scientific Research from the Japan Society for the Promotion of Science (Research Program (C), No. 21K12290).</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest.</p></sec><sec id="s8"><title>Cite this paper</title><p>Bat-Amgalan, M., Khashbaatar, Z., Anak, D.E.V., Sari, M.N.M., Miyamoto, N., Kano, N., Kim, H.-J. and Yunden, G. (2021) Adsorption of Cr(III) from an Aqueous Solution by Chitosan Beads Modified with Sodium Dodecyl Sulfate (SDS). Journal of Environmental Protection, 12, 939-960. https://doi.org/10.4236/jep.2021.1211055</p></sec></body><back><ref-list><title>References</title><ref id="scirp.113436-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Beni, A.A. and Esmaeili, A. (2019) Design and Optimization of a New Reactor Based on Biofilm-Ceramic for Industrial Wastewater Treatment. Environmental Pollution, 255, Article ID: 113298. https://doi.org/10.1016/j.envpol.2019.113298</mixed-citation></ref><ref id="scirp.113436-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Liu, D.-M., Dong, C. and Xu, B. (2021) Preparation of Magnetic Kaolin Embedded Chitosan Beads for Efficient Removal of Hexavalent Chromium from Aqueous Solution. 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