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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">887425</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.887425</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Adsorption of Methyl Orange and Cr (VI) Onto Poultry Manure-Derived Biochar From Aqueous Solution</article-title>
<alt-title alt-title-type="left-running-head">Ghani et al.</alt-title>
<alt-title alt-title-type="right-running-head">Cr Adsorption Onto Poultry Manure Biochar</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ghani</surname>
<given-names>Usman</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jiang</surname>
<given-names>Wenjia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1720279/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hina</surname>
<given-names>Kiran</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1721317/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Idrees</surname>
<given-names>Atif</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/474155/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Iqbal</surname>
<given-names>Meenal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ibrahim</surname>
<given-names>Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/78390/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Saeed</surname>
<given-names>Rashid</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Irshad</surname>
<given-names>M. Kashif</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1701643/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aslam</surname>
<given-names>Imran</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Environmental Sciences, Faculty of Science, University of Gujrat, Gujrat, </institution>
<country>Pakistan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Safety and Environment, Fujian Chuanzheng Communications College, Fuzhou, </institution>
<country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, </institution>
<country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Environmental Sciences, Government College University Faisalabad, Faisalabad, </institution>
<country>Pakistan</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Basic Sciences and Humanities, University of Engineering and Technology Lahore, Lahore, </institution>
<country>Pakistan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1270066/overview">Zahoor Ahmad</ext-link>, The University of Haripur, Pakistan</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1509862/overview">Muhammad Idrees</ext-link>, Shenzhen University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1685486/overview">Farhat Abbas</ext-link>, University of Prince Edward Island, Canada</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kiran Hina, <email>kiran.hina@uog.edu.pk</email>; Wenjia Jiang, <email>jiangwenjia23@163.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Soil Processes, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>887425</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Ghani, Jiang, Hina, Idrees, Iqbal, Ibrahim, Saeed, Irshad and Aslam.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Ghani, Jiang, Hina, Idrees, Iqbal, Ibrahim, Saeed, Irshad and Aslam</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>In recent years, heavy metals and other organic compound pollution has increased and become a considerable global problem due to its direct impacts on the aquatic ecosystem. This study is aimed to see how efficient the poultry manure-derived biochar is in removing chromium (VI) and methyl orange simultaneously from the aqueous solutions through adsorption. Chromium present in the form of reactive ions such as HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> at pH 2&#x2013;6 values and in stable form, CrO<sub>4</sub>
<sup>&#x2212;</sup> at alkaline pH. In this study, biochar was synthesized by the slow pyrolysis of feedstock in a muffle furnace at 550&#xb0;C temperature with 2&#xa0;mm particle size. This study provided the biochar with <italic>S</italic>
<sub>
<italic>BET</italic>
</sub> 16.0921&#xa0;m<sup>2</sup>/g rough stomata-like pores with a volume of 0.0074&#xa0;cm&#xb3;/g, pore diameter 1.84&#xa0;nm, aromatic groups, and structural diversity. A batch adsorption experiment was conducted to investigate the adsorption efficiency, and mechanism was elucidated by fitting isotherm and kinetic models and result analysis along with the thermodynamics. From the linear Langmuir fit results the maximum adsorption capacity (<italic>q</italic>
<sub>max</sub>) of biochar reached up to 20.8 and 19.09&#xa0;mg&#xa0;g<sup>&#x2212;1</sup> for MO and Cr, respectively. Different operational factors like reaction time, pollutant initial concentration, effect of temperature, and sorbent material dose were studied at pH 4 and initial concentration of 100&#xa0;mg/L using 2&#xa0;g of the adsorbent dose. The linear Langmuir well fitted with the experimental data having <italic>R</italic>
<sup>
<italic>2</italic>
</sup> value of 0.99 and 0.99 for MO and Cr, respectively. From the obtained results, the highest adsorption efficiency reached 88.80% and 90.231% for MO and Cr, respectively.From kinetics study, non-linear pseudo&#x2013;second-order (PSO) model are highly fitted with the obtained data with <italic>R</italic>
<sup>
<italic>2</italic>
</sup> of 0.97 and 0.974 for MO and Cr, respectively. The result analysis revealed that HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> ions compete with the SO<sub>3</sub>
<sup>&#x2212;</sup> to attach on the surface of the sorbent which leads to competitive adsorption of Cr (VI) and MO onto BC. Thermodynamic study presents that the change in Gibbs free energy &#x394;G&#xb0; is negative, indicates that the whole process was favorable and completed. The adsorption process was monolayer physisorption, irreversible, and endothermic. Hence, it can be said that this material is environmental friendly and an economical sorbent for high adsorption efficiency.</p>
</abstract>
<kwd-group>
<kwd>poultry manure biochar</kwd>
<kwd>pyrolysis</kwd>
<kwd>isotherms</kwd>
<kwd>adsorption efficiency</kwd>
<kwd>soil pollution</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Around the globe, water pollution has increased due to the organic and inorganic pollutant disposal. Wastewater is a worldwide and fundamental issue because it has direct effects on the aquatic ecosystems and is being increased at a higher ratio due to overpopulation (<xref ref-type="bibr" rid="B5">Cosgrove and Loucks, 2015</xref>). It comes from many sources like agriculture and industry; most of the elements in the water come from industries such as textile, pesticides, and fertilizers that are washed from crops and farms (<xref ref-type="bibr" rid="B29">Mateo-Sagasta et al., 2017</xref>). Dyes are considered as highly toxic as they may pose negative threats to the biota and human health. Methyl orange (MO) and many other dyes are widely used in the textile, paper, printing, culinary, and pharmaceutical sectors. Dyes have been digested and converted into aromatic amines by intestinal bacteria (<xref ref-type="bibr" rid="B15">Ismail et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Jawad et al., 2019</xref>) cause, high toxicity (carcinogenicity and teratogenicity), and make stable complex aromatic molecular structure (<xref ref-type="bibr" rid="B38">Wang et al., 2015</xref>). Chromium (Cr) is a trace metal that may be found in most natural settings; it has two oxidation states as trivalent chromium (Cr (III)) and hexavalent (Cr (VI)); the former is an important micronutrient (<xref ref-type="bibr" rid="B36">Shang et al., 2014</xref>). Hexavalent chromium (Cr (VI)) is the most prevalent oxidized form of Cr and is considered as water soluble; it produces highly reactive oxyanions (<xref ref-type="bibr" rid="B30">Mishra and Bharagava, 2016</xref>), which cause toxicity to biological cells. Cr (III), on the other hand, is known to generate very stable and insoluble OH<sup>&#x2212;</sup> precipitates and is hence considered chemically inert. Hexavalent chromium exists in the ionic form of HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> at pH values 2&#x2013;6 and is instable and reactive, whereas in alkaline pH, it exists in the form of CrO<sub>4</sub>
<sup>&#x2212;</sup> and is stable. The Cr (VI) concentration in the environment is frequently caused by anthropogenic activity. Many industries dispose chromium into the water resources, especially released during polishing, tanning, metal plating, and other processes (<xref ref-type="bibr" rid="B16">Jaishankar et al., 2014</xref>).</p>
<p>Wastewater treatment processes mainly include the adsorption processes (<xref ref-type="bibr" rid="B24">Li et al., 2016</xref>), photocatalysis (<xref ref-type="bibr" rid="B40">Yang et al., 2014</xref>), membrane separation, and biological and chemical oxidation (<xref ref-type="bibr" rid="B10">Donkadokula et al., 2020</xref>). Although many techniques and methods has been devised and are used to treat MO and Cr individually (<xref ref-type="bibr" rid="B26">Lu et al., 2016</xref>), only few studies have focused on the synergistic removal of MO and Cr due to their diverse physicochemical properties. Although, mechanism chemistry for synergistic removal has been reported previously (<xref ref-type="bibr" rid="B11">Gholami et al., 2020</xref>; <xref ref-type="bibr" rid="B35">Qiu et al., 2020</xref>), among all, the adsorption is still preferred because of its simplicity, low cost, and efficacy (<xref ref-type="bibr" rid="B22">Karimi-Maleh et al., 2021</xref>). So far, many commercial sorbent materials for dyes and heavy metal removal are available such as activated carbon and zeolite material, but this research still has lower adsorption efficiency results, secondary pollution production, higher production cost, and instable chemical nature which pose a serious challenge for the removal of Cr (VI) and MO (<xref ref-type="bibr" rid="B23">Kyzas et al., 2015</xref>; <xref ref-type="bibr" rid="B20">Jung et al., 2016</xref>). Recently, hexavalent chromium and other pollutant adsorption has been studied and interpreted as there is a competitive adsorption process occurring as Cr (VI) compete with other pollutants for adsorption on material surfaces (<xref ref-type="bibr" rid="B3">Cheng et al., 2021</xref>).</p>
<p>Therefore, the production of a material with higher adsorption capacity, stable chemical nature, and economically and environmentally friendly for the synergistic removal of Cr (VI) and MO is urgently needed (<xref ref-type="bibr" rid="B39">Wang et al., 2020</xref>). Recently, biochar has received special attention as adsorbents due to its renewability, environmental friendliness, and low-cost and is being extensively employed for the synergistic removal of organic and inorganic pollutants from wastewaters. BC have higher carbon contents and can be prepared by using the standard pyrolysis method under anerobic conditions at a high temperature. Since BC has large surface area, abundant functional groups, and porous structure to adsorb organic pollutants on its surface, it is, therefore, important to make biochar based on pollutants&#x2019; relevancy for the protection of the environment (<xref ref-type="bibr" rid="B21">Kang et al., 2019</xref>). However, low binding capacity of the anionic and cationic pollutants may affect their pragmatic use due to the limited ion exchange capacity. Therefore, surface modification of BC and new material biosorbents may open new horizons for the efficient removal of MO and Cr (<xref ref-type="bibr" rid="B34">Premarathna et al., 2019</xref>).</p>
<p>In this study, biochar was prepared by the slow pyrolysis of poultry manure at higher temperature and examined as an effective sorbent for the synergistic removal of MO and Cr (VI) from aqueous solutions. To evaluate the optimized conditions, various experiments were conducted such as the sorbent material dose, reaction time, pH, effect of temperature, and pollutant initial concentration. The mechanism of the adsorption process was investigated by fitting the isotherm and kinetic models and analysis of experimental results. The thermodynamics study was also performed to check the reaction chemistry. It was hypothesized that by using this poultry manure-derived biochar, the adsorption efficiency will be higher at optimized conditions.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Chemicals, Equipment, and Apparatus</title>
<p>High purity and analytical grade chemicals and reagents (K<sub>2</sub>Cr<sub>2</sub>O<sub>7</sub>, NaOH, HCl, and ethanol), purchased from Shalimar Scientific Store, Pakistan, were used in this study. All glassware like conical flasks were washed with distilled water before use, and an adsorption experiment was performed using 500-ml Erlenmeyer conical flasks on the shaker (Orbi-Shaker&#x2122;) filled with 250&#xa0;ml of solution; the pH of the working solutions was adjusted using 0.1&#xa0;M HCl/NaOH and measured by using a pH multimeter (pHTestr<sup>&#xae;</sup>&#x23; Z-527831). The concentrations of methyl orange and chromium were calculated from the calibration curve using absorbance data by UV-visible spectroscopy (Genesys 20 spectrophotometer) at 540 and 460&#xa0;nm wavelengths using the 1.5-diphenylcarbazide method.</p>
</sec>
<sec id="s2-2">
<title>Synthesis of the Adsorbent and Characterization</title>
<p>Semi-dried poultry manure was collected from a poultry farm in Rawalpindi, Pakistan. Poultry manure samples were semi-decomposed in the botanical garden, University of Gujrat, Gujrat, Pakistan. Afterward, the oven-dried samples were passed through a sieve to produce a required particle size. The crushed material was taken into alumina crucible, covered with an aluminum sheet, then placed in a muffle furnace (Thermo Scientific&#x2122; FB1310M), was programed at 550&#xb0;C for 3&#xa0;h at a ramping rate of 10&#xb0;C/min, and then, the crucible was left to cool. The final material was washed using ethanol and DI water, dried at 105&#xb0;C overnight. The obtained yield of biochar was packed in an airtight plastic zip-lock bag and was later used in adsorption (<xref ref-type="fig" rid="F1">Figure 1</xref>). The prepared carbonaceous materials (poultry manure biochar) were characterized by various advanced techniques. The structural properties were analyzed by using a scanning electron microscope (SEM; Hitachi S-3000N, Hitachi Scientific Instruments, Tokyo, Japan, and surface functional groups) and identified by Fourier transform infrared spectroscopy (Model: FTIR Spectrum 100 PerkinElmer) at the spectral range of 4,000&#x2013;400&#xa0;cm<sup>&#x2212;1</sup>. The Brunauer&#x2212;Emmett&#x2212;Teller (BET) surface area and pore size of the prepared biochar were analyzed by N<sub>2</sub> adsorption&#x2212;desorption isotherms at 77&#xa0;K using a Micromeritics (ASAP 2020; Norcross, GA, United States) analyzer.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Synthesis of the poultry manure biochar (PMB).</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g001.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>Adsorption Experiments</title>
<p>To study the adsorption efficiency, a series of batch experiments were conducted using 250&#xa0;ml of working solution in 500-ml volume conical flasks at neutral pH except for analyzing the effect of pH. The working solution was prepared by dissolving methyl orange powder and K<sub>2</sub>Cr<sub>2</sub>O<sub>7</sub> in deionized water. To evaluate the effect of adsorbent dosage, (1&#x2013;3&#xa0;g) sorbent with 100&#xa0;mg/L pollutant concentration working solution was shaken in an orbital shaker at 125 rotations per minute agitation speed for 120&#xa0;min at room temperature. Following the same way, a series of experiments were conducted using working solution with pH of 4, 5, 5.5, 6, 6.5, 7, 7.5, 8, and 9 adjusted with 0.1&#xa0;M HCl/NaOH reagent to analyze its effect. For the time effect, the mixture was withdrawn at the desired interval (0&#x2013;180&#xa0;min) and afterward placed in centrifugation tubes at 1,000&#xa0;rpm, and later, the supernatant was filtered using a 0.45-&#x3bc;m PVDF filter and analyzed by UV-Vis spectroscopy for adsorption efficiency. To investigate the effect of temperature, different experiments were conducted at 298, 303, 313, and 323&#xa0;K temperature and analyzed for removal efficiency using 150&#xa0;mg/L pollutant concentration at neutral pH and 2&#xa0;g adsorbent dose for 120&#xa0;min. In a similar mode, experiments were conducted with a different initial concentration of pollutants from 10 to 300&#xa0;mg/L. For the reusability test experiment, 1&#xa0;g of BC with pollutant loadings was mixed with 30&#xa0;ml of the 0.1&#xa0;M HCl/NaOH reagent; after centrifugation, the solution was filtered, and the concentration was analyzed in solution after desorption.</p>
<p>The maximum adsorption capacity and efficiency used as indicators for overall adsorption performance and removal efficiency were calculated using <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> and the maximum adsorption capacity qe (mg/g) from <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>, where Ci and Ce correspond to initial and final concentrations of pollutants (mg/L), respectively. V indicates the working solution volume (L), and m is the sorbent quantity.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mo>%</mml:mo>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>V</mml:mi>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Characterization</title>
<p>The surface structural properties of biochar have been investigated by scanning electron microscopy, and it has a rough surface with a scar-like heterogeneous structure (<xref ref-type="fig" rid="F2">Figures 2A&#x2013;D</xref>). This scar-like surface of the poultry manure biochar had a high porosity structure (<xref ref-type="fig" rid="F2">Figure 2A</xref>), but the surface of BC was uneven and char-deposited (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>). Moreover, there are many large stomata-like pores and attachment sites on the surface of BC (<xref ref-type="fig" rid="F2">Figure 2D</xref>), which corresponds to high surface area due to volatilization of organic matter in biomass. With the increasing surface area, the adsorption capacity also increases (<xref ref-type="bibr" rid="B19">Jin et al., 2018</xref>; <xref ref-type="bibr" rid="B4">Coleman et al., 2019</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>SEM (Scanning electron microscopy) images of the prepared poultry manure biochar. <bold>(A)</bold> 5000, <bold>(B)</bold> 1000, <bold>(C)</bold> 500, <bold>(D)</bold> 100.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g002.tif"/>
</fig>
<p>The structure of the prepared biochar was analyzed by N<sub>2</sub> adsorption isotherms. <italic>S</italic>
<sub>
<italic>BET</italic>
</sub> was calculated from N<sub>2</sub> adsorption at 77&#xa0;K using the Brunauer&#x2212;Emmett&#x2212;Teller (BET) method. However, the other physical properties such as pore volume and pore size are listed in <xref ref-type="table" rid="T1">Table 1</xref>, indicating that poultry manure-derived biochar has <italic>S</italic>
<sub>
<italic>BET</italic>
</sub> 16.0921&#xa0;m<sup>2</sup>/g and pore size 1.84&#xa0;nm from the BET method. The plot of the adsorption isotherm, pore volume distribution, and BET surface area are given in <xref ref-type="fig" rid="F3">Figure 3</xref>. The experimental results indicate that poultry manure-derived biochar comprises micropores completely, which means it has a microporous structure. The volatilization of organic matter caused micropores in biochar. Generally, particles with size &#x3c;2&#xa0;nm diameter are microporous, 2&#x2013;50&#xa0;nm range mesoporous, and &#x3e;50&#xa0;nm are known as macroporous structures.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Physical characteristics of the poultry manure-derived biochar.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">
<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>S<sub>BET</sub> (m&#xb2;/g)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>S <sub>(external)</sub> (m&#xb2;/g)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>S<sub>mic</sub> (m&#xb2;/g)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>Total pore volume (cm&#xb3;/g)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn5">
<sup>e</sup>
</xref>Micropore volume(cm&#xb3;/g)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn6">
<sup>f</sup>
</xref>BET pore diameter (nm)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn7">
<sup>g</sup>
</xref>BJH pore diameter (nm)</th>
<th align="center">
<xref ref-type="table-fn" rid="Tfn8">
<sup>h</sup>
</xref>DFT pore diameter(nm)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">16.0921</td>
<td align="center">15.0791</td>
<td align="center">1.0130</td>
<td align="center">0.007412</td>
<td align="center">0.000345</td>
<td align="center">1.84232</td>
<td align="center">2.6</td>
<td align="center">2.734</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>surface area from the BET method.</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>external surface area from the t-plot method.</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>micropore surface area from the t-plot method.</p>
</fn>
<fn id="Tfn4">
<label>d</label>
<p>total volume calculated from the N<sub>2</sub>-adsorbed amount at p/p &#x3d; 0.25.</p>
</fn>
<fn id="Tfn5">
<label>e</label>
<p>micropore volume from the t-plot method.</p>
</fn>
<fn id="Tfn6">
<label>f</label>
<p>pore diameter from the BET method.</p>
</fn>
<fn id="Tfn7">
<label>g</label>
<p>pore diameter from the Barret&#x2013;Joyner&#x2013;Hanlenda (BJH) method.</p>
</fn>
<fn id="Tfn8">
<label>h</label>
<p>pore diameter from the DFT method.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>N<sub>2</sub> adsorption isotherms. <bold>(A)</bold> Pore volume distribution <bold>(B)</bold> and BET surface area plot <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g003.tif"/>
</fig>
<p>The surface structural properties and functional groups were identified by Fourier transform infrared (FTIR) spectra. The biochar is used as an adsorbent material for treating wastewater as a high surface area and hole-like structure can perform an essential role in surface adhesion of methyl orange and chromium (<xref ref-type="bibr" rid="B31">Nguyen and Oh, 2019</xref>). The IR spectra of the poultry manure-derived biochar are shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. The IR spectra of PMB represent that it has diverse functional groups across the different ranges of absorption peaks. The strong peak between 3,500 and 3,300&#xa0;cm<sup>&#x2212;1</sup> appeared after adsorption was assigned as the &#x2212;OH group compared to before adsorption. The C&#x3d;C double bond referred to the absorption peak at 1,630&#xa0;cm<sup>&#x2212;1</sup> after adsorption and the peak strength reduced at pyrolysis temperature of 550&#xb0;C compared to the previous study of <xref ref-type="bibr" rid="B43">Zolfi Bhovariani et al. (2019)</xref> at a lower temperature biochar. The weak peak was found at 1,406&#xa0;cm<sup>&#x2212;1</sup>, which was changed to 1,412&#xa0;cm<sup>&#x2212;1</sup> after adsorption assigned to &#x2212;CH<sub>2</sub> based on the aldehyde group. The strength of the peak was enhanced due to higher sorption of pollutants. Moreover, the peak between 1,000 and 1,100&#xa0;cm<sup>&#x2212;1</sup> was known as the deformed C&#x2013;O bond. The double conjugated bond C&#x3d;O appeared at 1,650 and 1,500&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B28">Mahamad et al., 2015</xref>). The band at 870&#xa0;cm<sup>&#x2212;1</sup> is C&#x2013;H bond vibration in aromatic compounds; this peak vanished after adsorption, and vibration between 700 and 800&#xa0;cm<sup>&#x2212;1</sup> has been assigned as the C&#x2013;H bond in hetero-aromatic compounds (<xref ref-type="bibr" rid="B27">Lustosa Filho et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Daramy et al., 2020</xref>). A weak absorption peak between 450 and 700&#xa0;cm<sup>&#x2212;1</sup> corresponds to Si&#x2013;O&#x2013;Si.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>FTIR spectra of the poultry manure-derived biochar before and after adsorption.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g004.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Effect of Time</title>
<p>The contact time between the sorbent and adsorbate is a critical parameter in the adsorption process to evaluate the capacity of the prepared sorbent; it gives information about how much time is needed for the maximum adsorption of the pollutant which can help in developing wastewater treatment. To evaluate the time effect, a series of experiments were conducted under different times of contact (from 0&#x2013;180&#xa0;min), at same conditions of 2&#xa0;g/L adsorbent dose, neutral pH, and at room temperature in an orbital shaker under 125&#xa0;rpm of agitation speed. The results of the contact time effect are shown in <xref ref-type="fig" rid="F5">Figure 5D</xref>. The calculated values of removal efficiency for MO and Cr were 85.48 % and 88.5%, respectively, and the adsorption capacities qe were 10.68 and 11.06&#xa0;mg&#xa0;g<sup>&#x2212;1</sup> for MO and Cr, respectively. As the time increased from 40 to 120&#xa0;min, the removal rate increased rapidly to maximum 85.48 % and 88.5% from 47.9 % and 48.35% for MO and Cr, respectively, and further contact did not catalyze the efficiency. It is conferred that the removal efficiency of methyl orange and chromium increased as the time of contact increased and then became stable reaching at 120&#xa0;min to validate the results in the literature. <xref ref-type="bibr" rid="B25">Liu et al., (2020)</xref> confirmed that the adsorption capacity of polyethyleneimine-modified corncob biochar increased for removing MO and Cr synergistically as the contact time increased. The adsorption reached to an equilibrium stage when 120&#xa0;min of contact time passed, and the values of removal efficiencies were described earlier. Upon elucidating the results, it was seen that maximum sorption occurred rapidly in the first 120&#xa0;min, and these data were used for kinetic study, as discussed in the adsorption kinetics section. Generally, it is known that increasing contact time have an impact on getting high adsorption rate but up to a limit because active sites on the surface of biochar become saturated, and no further adhesive behavior was showed by the sorbent (<xref ref-type="bibr" rid="B4">Coleman et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Jang and Kan, 2019</xref>). Thus, based on the experimental results, the optimum contact time for the conducted study was 80&#xa0;min for the maximum adsorption efficiency.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effect of operational parameters. <bold>(A)</bold> Adsorbent dose, <bold>(B)</bold> pH, <bold>(C)</bold> initial concentration, <bold>(D)</bold> time, and <bold>(E)</bold> temperature.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g005.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Effect of Adsorbent Dose</title>
<p>The quantity of the added dose of the sorbent has significant effect on the adsorption capacity investigated and is shown in <xref ref-type="fig" rid="F5">Figure 5A</xref>. The removal of MO and Cr was seen to increase as the sorbent dose increased. In the experimental work, adsorbent dosages of 1, 1.5, 2, 2.5, and 3&#xa0;g were used. The maximum removal reached to 79.17 % and 74.54% for MO and Cr at 2.5&#xa0;g. Increasing the dose further does not improve the removal, while according to the results of <xref ref-type="bibr" rid="B12">Ghorbani-Khosrowshahi and Behnajady (2016</xref>), by increasing the adsorbent dose to 0.4&#xa0;g from 0.2&#xa0;g, the adsorption rate also increased. The improvement in removal referred to high attachment sites on the BC surface, and driving force initially caused diffusion of pollutants to the biochar surface (<xref ref-type="bibr" rid="B33">Pan et al., 2016</xref>; <xref ref-type="bibr" rid="B2">Bardestani et al., 2019</xref>; <xref ref-type="bibr" rid="B37">Sun et al., 2019</xref>). Adding more adsorbent did not improve the efficiency of MO and Cr removal due to surface saturation between the adsorbed ions and solution. On the basis of the obtained results, the optimized dose of the sorbent was considered to be 2.5&#xa0;g. Other studies conducted by <xref ref-type="bibr" rid="B3">Cheng et al., (2021)</xref> confirmed that the efficiency improved from 36.4 to 93.3% as the dose increased toward 4&#xa0;g of the sorbent.</p>
</sec>
<sec id="s3-4">
<title>Effect of pH</title>
<p>In <xref ref-type="fig" rid="F5">Figure 5B</xref>, the pH effect on the efficiency of MO and Cr removal is shown. A series of experiments conducted across the range of 4.0&#x2013;9.0 to delineate the pH dependence of the adsorption process and other factors remain fixed. The results revealed that the PMB adsorption efficiency was maximum at 88.80 % and 90.23% for MO and Cr, respectively, at the acidic pH. As it becomes alkaline, the efficiency decreases to 39.88 % and 38.19% at 9.0 pH, respectively, and the results by <xref ref-type="bibr" rid="B8">Dong et al., (2021)</xref> showed that the capacity of adsorbent material reached the maximum in acidic pH. This could be due to surface species on the adsorbent surface. Therefore, the optimal pH for higher results is found to be 4.0. The pH nature has a significant effect on the functional groups of sorbent materials. The high efficiency at the acidic pH may be described by the presence of H<sup>&#x2b;</sup> ions and charge of the sorbent material, which have significant impact on the electrostatic interaction of the sorbent material with the pollutant molecule (<xref ref-type="bibr" rid="B1">Alshameri et al., 2014</xref>). The literature reported that acidic pH between 2 and 6 Cr exists in the form of HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup>, which can be rapidly adsorbed onto the BC surface by an electrostatic interaction because the solution has H<sup>&#x2b;</sup> ions; so it increases the attraction between the sorbent and adsorbate material. Acidic pH causes protonation of the sorbent surface functional groups which resulted in high electrostatic interaction. At the alkaline pH conditions, deprotonation of the surface functional groups occurs, which means that there is a higher density of OH<sup>&#x2212;</sup> ions, thereby indicating that higher negative charges on the surface of the sorbent material might affect the pollutant molecules to attach and induce competition of adsorption for CrO<sub>4</sub>
<sup>2&#x2212;</sup>. Moreover, it produces electrostatic repulsion among similarly charged ions which resulted in lower adsorption. The removal rate of Cr (VI) decreases as the pH of a working solution becomes alkaline pH, as reported by <xref ref-type="bibr" rid="B9">Dong et al., (2017)</xref>. The main redox reactions in the adsorption mechanism are as follows:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>Cr</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>7</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub >
<mml:mtext>H</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>O</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>HCr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>-</mml:mo>
</mml:msubsup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mtext>HCr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>-</mml:mo>
</mml:msubsup>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>Cr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;H</mml:mtext>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>Cr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>H</mml:mtext>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>&#xa0;Cr</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>7</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;H</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>O&#xa0;,</mml:mtext>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:mtext>Cr</mml:mtext>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>7</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>14</mml:mn>
<mml:mtext>H</mml:mtext>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>6</mml:mn>
<mml:mtext>e</mml:mtext>
</mml:mrow>
<mml:mo>-</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>Cr</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>H</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>O,</mml:mtext>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:mtext>Cr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>-</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mtext>H</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mtext>O</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mtext>e</mml:mtext>
</mml:mrow>
<mml:mo>-</mml:mo>
</mml:msup>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2192;</mml:mo>
<mml:mtext>Cr</mml:mtext>
<mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
<mml:mo>-</mml:mo>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
</sec>
<sec id="s3-5">
<title>Effect of Initial Concentration</title>
<p>The initial concentration of the working solution has significant effect on the removal of MO and Cr, so a series of experiments were conducted using 10&#x2013;300&#xa0;mg/L concentrations (<xref ref-type="fig" rid="F5">Figure 5C</xref>). According to the results, highest efficiency reached to 87.94% and 89.87% for MO and Cr, respectively, at 10&#xa0;mg/L, and when the concentration of 300&#xa0;mg/L was used, the efficiency become low reaching 50.034% and 50.45% for MO and Cr, respectively. These results supported by the study of <xref ref-type="bibr" rid="B12">Ghorbani-Khosrowshahi and Behnajady (2016</xref>) indicated that an increase in the initial concentration impacted the adsorption efficiency to decrease. These results could be described as at a low pollutant concentration, there is a high surface area, and attachment sites are present to attach the large number of molecules, which resulted in high efficiency, while the efficiency decrease as the pollutant concentration become high. This occur because of the competition among molecules to attach on the restricted surface of the sorbent material (<xref ref-type="bibr" rid="B32">Oh and Seo, 2016</xref>). Many previous studies reported that the saturated pollutant concentration caused reduction in the overall efficiency due to the attachment competition on the sorbent material (<xref ref-type="bibr" rid="B21">Kang et al., 2019</xref>).</p>
</sec>
<sec id="s3-6">
<title>Effect of Temperature</title>
<p>
<xref ref-type="fig" rid="F5">Figure 5E</xref> showed the effect of temperature on the adsorption of MO and Cr. In this work, a series of experiments were conducted at 298, 303, 313, and 323&#xa0;K temperature using the 150&#xa0;mg/L initial concentration and 2&#xa0;g adsorbent dose at neutral pH for 120&#xa0;min. From the experimental results, increase in temperature improved the removal efficiency. When the temperature increased from 298 to 323&#xa0;K, the removal efficiency reached to 76.02% and 77.57% from 56.47% and 56.05% for MO and Cr, respectively. These results indicated that an increase in temperature of the adsorption reaction may increase the kinetic energy of Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> and SO<sub>3</sub>
<sup>&#x2212;</sup> ions to the biochar&#x2019;s affinity level, which leads to active attachment of both the pollutants on the BC surface, and the endothermic adsorption process occurred, and this description can be supported by (<xref ref-type="bibr" rid="B3">Cheng et al., 2021</xref>).</p>
</sec>
<sec id="s3-7">
<title>Isotherms Study</title>
<p>Langmuir, Freundlich, and Tempkin models were plotted for isotherm studies by Origin Pro 8.1 (Origin Lab, United States); nonlinear (<xref ref-type="disp-formula" rid="e8">Eqs 8</xref>, <xref ref-type="disp-formula" rid="e11">11</xref>, <xref ref-type="disp-formula" rid="e13">13</xref>) and linear (<xref ref-type="disp-formula" rid="e9">Eqs 9</xref>, <xref ref-type="disp-formula" rid="e12">12</xref>, <xref ref-type="disp-formula" rid="e13">13</xref>) forms of models are given in the following equations.</p>
<p>The Langmuir equation is as follows:<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>m</mml:mi>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mtext>qe</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mtext>qmax</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mtext>Ce</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mtext>qmax</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>.</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>The Freundlich equation is as follows:<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
<mml:mi>C</mml:mi>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:mtext>Logqe</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mtext>Log&#xa0;Kf</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mtext>n</mml:mtext>
</mml:mfrac>
<mml:mtext>LogCe</mml:mtext>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>The Tempkin equation is as follows:<disp-formula id="e13">
<mml:math id="m13">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi>l</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
<disp-formula id="e14">
<mml:math id="m14">
<mml:mrow>
<mml:mtext>qe</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>RT</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>bT</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mtext>lnAT</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mtext>RT</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>bT</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>lnCe</mml:mtext>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>In the aforementioned equations, <italic>q</italic>
<sub>max</sub> indicates the monolayer sorption capacity (mg/g), Langmuir constant K<sub>L</sub> (L/mg) describes the affinity of the adsorbent toward the adsorbate, and R<sub>L</sub> is the separation factor, while in the Freundlich linear equation, Kf corresponds to the Freundlich constant (mg/g or L/mg) which quantifies the adsorption strength, n is the adsorption intensity parameter, the Tempkin model has the AT binding constant (L/g), bT indicates the Tempkin constant, and R indicates the universal gas constant (8.314&#xa0;J/mol/K) at T temperature of 298&#xa0;K.</p>
<p>All the values of the parameters of linear and nonlinear fitting of isotherm models are shown in <xref ref-type="table" rid="T2">Table 2</xref>. The Freundlich plot logCe vs. logqe, Langmuir plot 1/Ce vs. 1/qe, and a plot of lnCe against qe for the Tempkin isotherm model and nonlinear fitting are given in <xref ref-type="fig" rid="F6">Figures 6A&#x2013;D</xref>, respectively. The values of maximum adsorption capacity (<italic>q</italic>
<sub>max</sub>) R<sub>L</sub> and <italic>R</italic>
<sup>
<italic>2</italic>
</sup>, calculated by the Langmuir model, are presented in <xref ref-type="table" rid="T2">Table 2</xref>. The correlation coefficient (<italic>R</italic>
<sup>
<italic>2</italic>
</sup>) of MO and Cr from the linear Langmuir model was considerably higher (<italic>R</italic>
<sup>
<italic>2</italic>
</sup> &#x2265; 0.99; &#x2265;0.99) than that of both the Freundlich (<italic>R</italic>
<sup>
<italic>2</italic>
</sup> &#x2265; 0.932; &#x2265;0.935) and Tempkin models (<italic>R</italic>
<sup>
<italic>2</italic>
</sup> &#x2265; 0.97; &#x2265;0.977). The coefficient value for the Freundlich isotherm was less than the Tempkin model. According to both the linear and nonlinear fitting, the best fit of the Langmuir model indicated that monolayer physical sorption occurred, and it better described the MO and Cr adsorption on PMB (<xref ref-type="fig" rid="F6">Figure 6B</xref>). When seen, the heterogeneity constant (1/n) values from the Freundlich model were 0.564 and 0.536 for MO and Cr, respectively (if 1/n &#x3d; 1 means linear adsorption, 1/n &#x3e; 1 chemical sorption, and 1/n &#x3c; 1 physical favorable adsorption take place) (<xref ref-type="bibr" rid="B42">Zeng et al., 2019</xref>). Another important parameter R<sub>L</sub> was calculated to evaluate using <xref ref-type="disp-formula" rid="e10">Eq. 10</xref>; the adsorption efficiency and the value of separation factor R<sub>L</sub> were 0.177 and 0.139 for MO and Cr, respectively, which meant that sorption is favorable (when R<sub>L</sub> is 0, it indicates irreversible, and when it is great than 0 and less than 1, it means sorption is favorable, and when it is equal to unity, it is the linear form of sorption). The pollutants being adsorbed produces the monolayer on the surface of the sorbent material, and it becomes limited. When all the attachment sites are filled, no more adsorption occurred. The Langmuir model fit best with the sorbent which has limited surface attachment sites (<xref ref-type="bibr" rid="B14">Huang et al., 2016</xref>; <xref ref-type="bibr" rid="B4">Coleman et al., 2019</xref>). The maximum adsorption capacities (<italic>q</italic>
<sub>max</sub>) derived from the linear fit Langmuir model for MO and Cr were 20.8 and 19.09&#xa0;mg&#xa0;g<sup>&#x2212;1</sup>, respectively, and the nonlinear fitting derived values are 20.8 and 20.33&#xa0;mg&#xa0;g<sup>&#x2212;1</sup>, respectively.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Adsorption isotherm model parameters&#x2019; values.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Adsorbent</th>
<th rowspan="3" align="center">Pollutant</th>
<th colspan="11" align="center">Linear fitting of isotherm models</th>
</tr>
<tr>
<th rowspan="2" align="left">PMB</th>
<th colspan="5" align="center">Langmuir</th>
<th colspan="3" align="center">Freundlich</th>
<th colspan="3" align="center">Tempkin</th>
</tr>
<tr>
<th align="center">q<sub>max</sub> (mg/g)</th>
<th colspan="2" align="center">K<sub>L</sub>
</th>
<th align="center">R<sub>L</sub>
</th>
<th align="center">R<sup>2</sup>
</th>
<th align="center">Kf</th>
<th align="center">1/n</th>
<th align="center">R<sup>2</sup>
</th>
<th align="center">BT (J/mol)</th>
<th align="center">KT (L/mg)</th>
<th align="center">
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left"/>
<td align="center">MO</td>
<td align="char" char=".">20.8</td>
<td align="char" char=".">0.046</td>
<td align="char" char=".">0.177</td>
<td align="char" char=".">0.999</td>
<td align="char" char=".">1.358</td>
<td align="char" char=".">0.564</td>
<td align="char" char=".">0.932</td>
<td align="char" char=".">3.26</td>
<td align="char" char=".">0.813</td>
<td align="char" char=".">0.97</td>
</tr>
<tr>
<td align="center">Cr</td>
<td align="char" char=".">19.09</td>
<td colspan="2" align="char" char=".">0.061</td>
<td align="char" char=".">0.139</td>
<td align="char" char=".">0.999</td>
<td align="char" char=".">1.525</td>
<td align="char" char=".">0.536</td>
<td align="char" char=".">0.935</td>
<td align="char" char=".">3.12</td>
<td align="char" char=".">1.019</td>
<td align="char" char=".">0.977</td>
</tr>
<tr>
<td colspan="13" align="center">
<bold>Nonlinear fitting of isotherm models</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td colspan="5" align="center">
<bold>Langmuir</bold>
</td>
<td colspan="3" align="center">
<bold>Freundlich</bold>
</td>
<td colspan="3" align="center">
<bold>Tempkin</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td colspan="2" align="center">
<bold>q<sub>m</sub> (mg/g)</bold>
</td>
<td colspan="2" align="center">
<bold>KL</bold>
</td>
<td align="center">
<bold>R<sup>2</sup>
</bold>
</td>
<td align="center">
<bold>Kf</bold>
</td>
<td align="center">
<bold>1/n</bold>
</td>
<td align="center">
<bold>R<sup>2</sup>
</bold>
</td>
<td align="center">
<bold>BT (J/mol)</bold>
</td>
<td align="center">
<bold>KT(L/mg)</bold>
</td>
<td align="center">
<bold>
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</bold>
</td>
</tr>
<tr>
<td rowspan="2" align="left"/>
<td align="center">MO</td>
<td colspan="2" align="char" char=".">20.8</td>
<td colspan="2" align="char" char=".">0.04</td>
<td align="char" char=".">0.98</td>
<td align="char" char=".">2.62</td>
<td align="char" char=".">0.4</td>
<td align="char" char=".">0.96</td>
<td align="char" char=".">0.834</td>
<td align="char" char=".">3.71</td>
<td align="char" char=".">0.97</td>
</tr>
<tr>
<td align="center">Cr</td>
<td colspan="2" align="char" char=".">20.33</td>
<td colspan="2" align="char" char=".">0.046</td>
<td align="char" char=".">0.97</td>
<td align="char" char=".">2.83</td>
<td align="char" char=".">0.38</td>
<td align="char" char=".">0.97</td>
<td align="char" char=".">1.01</td>
<td align="char" char=".">3.524</td>
<td align="char" char=".">0.977</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Adsorption isotherms. <bold>(A)</bold> Freundlich, <bold>(B)</bold> Langmuir, <bold>(C)</bold> Tempkin isotherm model, and <bold>(D)</bold> nonlinear isotherm models.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g006.tif"/>
</fig>
</sec>
<sec id="s3-8">
<title>Adsorption Kinetics</title>
<p>The adsorption kinetics of methyl orange (MO) and chromium (VI) were analyzed by fitting the kinetic models and calculating the correlation coefficient <italic>R</italic>
<sup>
<italic>2</italic>
</sup> values to check the higher fitting of the model.</p>
<p>The linear and non-linear pseudo&#x2013;first-order is as follows:<disp-formula id="e15">
<mml:math id="m15">
<mml:mrow>
<mml:mtext>ln</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>t</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>
<disp-formula id="e16">
<mml:math id="m16">
<mml:mrow>
<mml:mtext>qt</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mtext>qe</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>-</mml:mo>
<mml:mtext>&#xa0;exp</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mo>-</mml:mo>
<mml:mtext>KLt</mml:mtext>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>The linear and nonlinear pseudo&#x2013;second-order is as follows:<disp-formula id="e17">
<mml:math id="m17">
<mml:mrow>
<mml:mfrac>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>q</mml:mi>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
<disp-formula id="e18">
<mml:math id="m18">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>.</mml:mo>
<mml:mi>q</mml:mi>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>.</mml:mo>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>Generally, the pseudo&#x2013;first-order (PFO) state, the initial stage of the adsorption process, and the pseudo second-order model (PSO) are applied for the understanding of the whole adsorption process based on the adsorption capacity. The linear and nonlinear forms of both the models are presented in <xref ref-type="disp-formula" rid="e15">Eqs. 15</xref>&#x2013;<xref ref-type="disp-formula" rid="e18">18</xref>. The plot fit of the nonlinear and linear pseudo&#x2013;first-order and pseudo&#x2013;second-order models are given in <xref ref-type="fig" rid="F7">Figures 7A&#x2013;D</xref>. From the experimental data, the value of K<sub>1</sub> was acquired from the slope method of the linear plot of ln (qe-qt) vs. t, and the values of K<sub>2</sub> and <italic>qe</italic> were determined by the slope of the linear plot of t/qt vs. t. (<xref ref-type="fig" rid="F7">Figures 7C,D</xref>). The nonlinear pseudo second-order model is highly fitted with the experimental data with a high correlation coefficient <italic>R</italic>
<sup>
<italic>2</italic>
</sup> value of 0.97 and 0.974 for MO and Cr, respectively, than PFO as compared to nonlinear fitting (<xref ref-type="fig" rid="F7">Figure 7D</xref>). The values of K<sub>2</sub> are 71.37 and 57.49 for MO and Cr, respectively (<xref ref-type="bibr" rid="B7">Dhiman and Kondal, 2021</xref>). These fitting results suggested that closed chemisorption occurs, which involve electron sharing between the pollutant and biochar. All the detailed values of other important parameters of the kinetic models are presented in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Kinetic adsorption models. <bold>(A)</bold> NLPFO, <bold>(B)</bold> NLPSO, <bold>(C)</bold> LPFO, and <bold>(D)</bold> LPSO.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g007.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Pseudo&#x2013;first-order and pseudo&#x2013;second-order kinetic model parameter values.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" colspan="2" align="left">Adsorbent PMB</th>
<th colspan="3" align="center">&#x2a;LPFO</th>
<th colspan="4" align="center">LPSO</th>
</tr>
<tr>
<th align="center">q<sub>e</sub> (mg/g)</th>
<th align="center">K<sub>1</sub>
</th>
<th align="center">
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</th>
<th align="center">q<sub>e</sub> (mg/g)</th>
<th align="center">qe<sup>2</sup> (mg/g)</th>
<th align="center">K<sub>2</sub>
</th>
<th align="center">
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="2" align="left">MO</td>
<td align="char" char=".">11.53</td>
<td align="center">&#x2212;3.67E-05</td>
<td align="char" char=".">0.788</td>
<td align="char" char=".">11.95</td>
<td align="char" char=".">142.87</td>
<td align="char" char=".">68.72</td>
<td align="char" char=".">0.951</td>
</tr>
<tr>
<td colspan="2" align="left">Cr</td>
<td align="char" char=".">11.55</td>
<td align="center">&#x2212;3.89E-05</td>
<td align="char" char=".">0.798</td>
<td align="char" char=".">12.33</td>
<td align="char" char=".">152.33</td>
<td align="char" char=".">75.55</td>
<td align="char" char=".">0.952</td>
</tr>
<tr>
<td align="left"/>
<td colspan="3" align="center">
<bold>&#x2a;&#x2a;NLPFO</bold>
</td>
<td colspan="4" align="center">
<bold>NLPSO</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="center">
<bold>q<sub>e</sub> (mg/g)</bold>
</td>
<td align="center">
<bold>K<sub>1</sub>
</bold>
</td>
<td align="center">
<bold>
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</bold>
</td>
<td align="center">
<bold>q<sub>e</sub> (mg/g)</bold>
</td>
<td align="center">
<bold>qe<sup>2</sup> (mg/g)</bold>
</td>
<td align="center">
<bold>K<sub>2</sub>
</bold>
</td>
<td align="center">
<bold>
<italic>R</italic>
<sup>
<italic>2</italic>
</sup>
</bold>
</td>
</tr>
<tr>
<td colspan="2" align="left">MO</td>
<td align="char" char=".">10.91</td>
<td align="char" char=".">0.0217</td>
<td align="char" char=".">0.98</td>
<td align="char" char=".">13.80</td>
<td align="char" char=".">190.44</td>
<td align="char" char=".">0.00154</td>
<td align="char" char=".">0.97</td>
</tr>
<tr>
<td colspan="2" align="left">Cr</td>
<td align="char" char=".">11.27</td>
<td align="char" char=".">0.0216</td>
<td align="char" char=".">0.98</td>
<td align="char" char=".">14.26</td>
<td align="char" char=".">203.34</td>
<td align="char" char=".">0.00151</td>
<td align="char" char=".">0.974</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a; LPFO and LPSO &#x3d; Linear pseudo&#x2013;first-order and linear pseudo&#x2013;second-order</p>
</fn>
<fn>
<p>&#x2a;&#x2a; NLPFO and NLPSO &#x3d; Nonlinear pseudo&#x2013;first-order and nonlinear pseudo&#x2013;second-order</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-9">
<title>Thermodynamics Study</title>
<p>The reaction temperature has significant effect on the adsorption efficiency. In this work, the adsorption experiment was conducted in temperature from 298&#x2013;323&#xa0;K and analyzed its effects on the adsorption process by calculating the thermodynamic parameters like change in Gibbs free energy change &#x394;G&#xb0;, heat of enthalpy &#x394;H&#xb0;, and reaction entropy &#x394;S&#xb0; change. The values of all the thermodynamic parameters are presented in <xref ref-type="table" rid="T4">Table 4</xref>, and the Van&#x2019;t Hoff plot is given in <xref ref-type="fig" rid="F9">Figure 9</xref>. The Gibbs free energy change was calculated using the Van&#x2019;t Hoff <xref ref-type="disp-formula" rid="e19">Eq. 19</xref>
<disp-formula id="e19">
<mml:math id="m19">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>G</mml:mi>
<mml:mo>&#xb0;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>
<disp-formula id="e20">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>C</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(20)</label>
</disp-formula>
</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Thermodynamic parameters of pollutants onto the poultry manure-derived biochar.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Adsorbent</th>
<th align="center">Pollutant</th>
<th align="center">Temp. (K)</th>
<th align="center">K<sub>c</sub>
</th>
<th align="center">&#x2212;&#x394;G&#xb0; (KJmol<sup>&#x2212;1</sup>)</th>
<th align="center">&#x394;H&#xb0; (KLmol<sup>&#x2212;1</sup>)</th>
<th align="center">&#x394;S&#xb0; (JK<sup>&#x2212;1</sup>mol<sup>&#x2212;1</sup>)</th>
<th align="center">R<sup>2</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="8" align="left">PMB</td>
<td rowspan="4" align="left">MO</td>
<td align="char" char=".">298</td>
<td align="char" char=".">0.260</td>
<td align="char" char=".">0.645</td>
<td rowspan="4" align="char" char=".">26.98</td>
<td rowspan="4" align="char" char=".">92.67</td>
<td rowspan="4" align="char" char=".">0.945</td>
</tr>
<tr>
<td align="char" char=".">303</td>
<td align="char" char=".">0.481</td>
<td align="char" char=".">1.214</td>
</tr>
<tr>
<td align="char" char=".">313</td>
<td align="char" char=".">0.674</td>
<td align="char" char=".">1.755</td>
</tr>
<tr>
<td align="char" char=".">323</td>
<td align="char" char=".">1.154</td>
<td align="char" char=".">3.099</td>
</tr>
<tr>
<td rowspan="4" align="left">Cr</td>
<td align="char" char=".">298</td>
<td align="char" char=".">0.243</td>
<td align="char" char=".">0.603</td>
<td rowspan="4" align="char" char=".">30.32</td>
<td rowspan="4" align="char" char=".">103.75</td>
<td rowspan="4" align="char" char=".">0.960</td>
</tr>
<tr>
<td align="char" char=".">303</td>
<td align="char" char=".">0.492</td>
<td align="char" char=".">1.240</td>
</tr>
<tr>
<td align="char" char=".">313</td>
<td align="char" char=".">0.730</td>
<td align="char" char=".">1.901</td>
</tr>
<tr>
<td align="char" char=".">323</td>
<td align="char" char=".">1.240</td>
<td align="char" char=".">3.332</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Van&#x2019;t Hoff plot for the calculation of thermodynamics parameters.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g009.tif"/>
</fig>
<p>Here, R represents the universal gas constant, T is the temperature, and Kc is the thermodynamic equilibrium constant (calculated using <xref ref-type="disp-formula" rid="e20">Eq. 20</xref>). Moreover, &#x394;H&#xb0; and &#x394;S&#xb0; are calculated from the slope method using <xref ref-type="disp-formula" rid="e21">Eq. 21</xref>.<disp-formula id="e21">
<mml:math id="m21">
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>R</mml:mi>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>H</mml:mi>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
</p>
<p>All the values of &#x394;G&#xb0; of both the pollutants are negative, which indicate that the adsorption process was spontaneous and favorable at higher temperature. The value of change in heat of enthalpy of the adsorption reaction greater than 0 means the adsorption is endothermic, and irreversible reaction occurred. These values exceeding the range of physical adsorption heat values (8.37&#x2013;62.8&#xa0;KJ/mol) correspond that chemical sorption occurs as the hexavalent chromium reduced to trivalent chromium (<xref ref-type="bibr" rid="B41">Yu et al., 2018</xref>). The values of &#x394;S&#xb0; are also greater than 0, which indicate that the arbitrary movement of ions occurred and the freedom of degree of pollutants increased with temperature (<xref ref-type="bibr" rid="B13">Guo et al., 2020</xref>). These results confirmed that the whole adsorption process was endothermic and favorable at high temperature.</p>
</sec>
<sec id="s3-10">
<title>Adsorption Mechanism</title>
<p>In the literature, adsorption is a widely used method to treat dye and heavy metals from the aqueous solution, isotherm, and kinetic modeling being used primarily to investigate the mechanism of adsorption. To delineate the adsorption mechanism of MO and Cr onto the biochar isotherm, the kinetic models were applied, and the important parameters were calculated. <xref ref-type="table" rid="T2">Tables 2</xref>, <xref ref-type="table" rid="T3">3</xref> showed the values of all important parameters. According to the experimental fitted data, the mechanism followed the pseudo&#x2013;second-order kinetic model which corresponds to the adsorption of MO and Cr <italic>via</italic> the chemisorption method, involving the covalent interactions between the pollutant and surface functional groups (&#x2212;OH, &#x2212;COOH, and C&#x3d;O) because electrons were shared to Cr (VI) for the reduction to Cr (III) form, whereas the Langmuir model highly conform the data which indicate the physical sorption of MO and Cr. From the results, optimum conditions for high adsorption of both the pollutants was found to be acidic pH of 4.0 because of higher electrostatic attraction between the pollutant and biochar surface. At an acidic condition, the surface charge and protonation of the surface functional groups enhance the adsorption capacity. The oxygen-containing functional groups such as &#x2212;OH and Si&#x2212;O&#x2212;Si provide electrons to hexavalent chromium and reduce it to trivalent chromium ions, which may be released into the working solution.</p>
<p>From the FTIR results, it can be seen that the presence of oxygen-containing functional groups attracts more HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> compared to SO<sub>3</sub>
<sup>&#x2212;</sup> of MO and electrostatic affinity of HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>7</sub>
<sup>2&#x2212;</sup> toward functional groups, which is higher (<xref ref-type="bibr" rid="B28">Mahamad et al., 2015</xref>). <xref ref-type="bibr" rid="B13">Guo et al., (2020)</xref> reported that the reduction of hexavalent chromium to trivalent chromium is an electron sharing process under acidic conditions due to presence of hydroxyl and aromatic functional groups. Thus, following this mechanism, a following reduction path <xref ref-type="disp-formula" rid="e22">Eqs 22</xref>, <xref ref-type="disp-formula" rid="e23">23</xref> may occur.<disp-formula id="e22">
<mml:math id="m22">
<mml:mrow>
<mml:mtext>R</mml:mtext>
<mml:mo>-</mml:mo>
<mml:mtext>O</mml:mtext>
<mml:msubsup>
<mml:mtext>H</mml:mtext>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>HCr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>-</mml:mo>
</mml:msubsup>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>&#xa0;R</mml:mtext>
<mml:mo>-</mml:mo>
<mml:mtext>OH</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>Cr</mml:mtext>
<mml:msubsup>
<mml:mtext>O</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>-</mml:mo>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;H</mml:mtext>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(22)</label>
</disp-formula>
<disp-formula id="e23">
<mml:math id="m23">
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>r</mml:mi>
<mml:msubsup>
<mml:mi>O</mml:mi>
<mml:mn>4</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>7</mml:mn>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
<mml:mi>C</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>O.</mml:mi>
</mml:mrow>
</mml:math>
<label>(23)</label>
</disp-formula>
</p>
<p>After the adsorption process, a peak appeared at 3,310 and 870&#xa0;cm<sup>&#x2212;1</sup>, while the peak 2,104&#xa0;cm<sup>&#x2212;1</sup> slightly shifted to 2,108 and 1,406&#xa0;cm<sup>&#x2212;1</sup> to 1,412, 1,018 to 1,016&#xa0;cm<sup>&#x2212;1</sup>, and 706&#xa0;cm<sup>&#x2212;1</sup> to 650&#xa0;cm<sup>&#x2212;1</sup>, respectively.</p>
</sec>
<sec id="s3-11">
<title>Re-Usability Test</title>
<p>Reusability of an adsorbent is an important property as the prepared sorbent proved high adsorption efficiency for MO and Cr simultaneously. The desorption efficiency of the two reagents is shown in <xref ref-type="fig" rid="F8">Figure 8A</xref>, in which 0.1&#xa0;M NaOH had a higher efficiency than 0.1&#xa0;M HCl, which reached up to 63.095 % and 71.037% for MO and Cr, respectively. Hence, 0.1&#xa0;M NaOH was used as the desorbing agent, and the BC was reused for adsorption again. <xref ref-type="fig" rid="F8">Figure 8B</xref> showed the number of reusability cycles of the poultry manure biochar after being desorbed using 0.1&#xa0;M HCl, for the removal of MO and Cr using 100&#xa0;ml of solution. The biochar was reused for three cycles after desorption. The efficiency of the sorbent decreased by 6.5%, 7.59%, and 23.3% for MO and 5.9%, 16%, and 22.75%, for Cr, respectively after the 1st, 2<sup>nd</sup>, and 3rd cycle compared to the adsorption efficiency before the desorption experiment, while in the study of <xref ref-type="bibr" rid="B25">Liu et al., (2020)</xref>, the efficiency of the adsorbent decreased up to 3% after reuse. These results proved the good reusability of the prepared poultry manure-derived sorbent. The desorption efficiency was calculated according to <xref ref-type="disp-formula" rid="e23">Eq. 23</xref>.<disp-formula id="equ1">
<mml:math id="m24">
<mml:mrow>
<mml:mo>&#x0025;</mml:mo>
<mml:mi>Desorption</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100.</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Desorption efficiency <bold>(A)</bold> and reusability test <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fenvs-10-887425-g008.tif"/>
</fig>
<p>In the aforementioned equation, Vd indicates the desorbing agent volume (ml), Cd is the concentration of the pollutant after desorption (mg/L), and Ci and Ce are the initial and final concentrations of the pollutant after adsorption (mg/L), respectively.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>This study provided the BC with a higher specific surface area, diverse aromatic groups, and structural roughness. The specific surface area 16.09&#xa0;m<sup>2</sup>/g, porosity 0.0074&#xa0;cm&#xb3;/g, pore diameter 1.84&#xa0;nm, and aromaticity of BC were all positively associated with the adsorption efficiency. The unavailability of active sites on the BC surface might partially justify all-time low adsorption capacity. The poultry manure biochar arises as a good adsorbent in MO and Cr removal as the percentage of removal is more than 88.80% and 90.23%, respectively, at 100&#xa0;mg/L initial concentration and pH 4. Different operational parameters that affect the adsorption capacity were investigated, such as the effect of time, dose, pH, and pollutant initial concentration. Upon observing the results, the adsorption efficiency decreased with the increase in the initial concentration. As the concentration increased from 10&#xa0;mg/L to 300&#xa0;mg/L, the efficiency decreased from 87.94% and 89.87% to 50.03 % and 50.45% for MO and Cr, respectively. With the increasing contact time, the efficiency of MO and Cr increased more than 85% and 88% up to 120&#xa0;min and reached to a limit after the efficiency decreased. The Langmuir model highly fitted with the experimental data, and <italic>R</italic>
<sup>
<italic>2</italic>
</sup> values of the Langmuir model were 0.999 and 0.999 for MO and Cr, respectively. The fitting results of the adsorption kinetics revealed that pseudo&#x2013;second-order best fitted to data with <italic>R</italic>
<sup>
<italic>2</italic>
</sup> values of 0.94 and 0.974 for MO and Cr, respectively. The surface functional groups attracted the HCrO<sub>4</sub>
<sup>&#x2212;</sup> and Cr<sub>2</sub>O<sub>4</sub>
<sup>2&#x2212;</sup> ions than MO which resulted in the competitive adsorption onto the biochar surface. The change in Gibbs free energy is negative, which indicates that the adsorption process was favorable, spontaneous, and complete. The other thermodynamic parameters &#x394;H&#xb0; and &#x394;S&#xb0; are positive, which correspond toward the reaction and is endothermic. Hence, the poultry manure-derived biochar is a potential candidate for removing MO and Cr simultaneously from aqueous solutions.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization, UG, KH, and AI. Data curation, MeI and MuI. Formal analysis, RS, MKI, and MuI. Funding acquisition, MuI and WJ. Methodology, UG, KH, and AI. Project administration, IA. Software, MeI and MKI. Validation, RS. Writing&#x2014;original draft, UG and KH. Writing&#x2014;review and editing, MuI and WJ. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research study was funded by the Educational and Scientific Program of Young Teacher, Department of Education, Fujian Province (No. JAT210709), Fujian Chuanzheng Communications College Science and Education Development Fund Doctor Research Launch Special (No.202201109).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
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<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alshameri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ibrahim</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Assabri</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Lei</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yan</surname>
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