<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">840806</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2022.840806</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>High Performance Copper Based Metal Organic Framework for Removal of Heavy Metals From Wastewater</article-title>
<alt-title alt-title-type="left-running-head">Haso et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Copper Based Metal Organic Framework</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Haso</surname>
<given-names>Hussien Waritu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1643847/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dubale</surname>
<given-names>Amare Aregahegn</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/1599714/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chimdesa</surname>
<given-names>Mitiku Abdisa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1638888/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Atlabachew</surname>
<given-names>Minaleshewa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1608302/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Chemistry</institution>, <institution>College of Natural and Computational Science</institution>, <institution>Energy and Environment Research Center</institution>, <institution>Dilla University</institution>, <addr-line>Dilla</addr-line>, <country>Ethiopia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Chemistry</institution>, <institution>College of Science</institution>, <institution>Bahir Dar University</institution>, <addr-line>Bahir Dar</addr-line>, <country>Ethiopia</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/1361555/overview">Daniel Manaye Kabtamu</ext-link>, National Taiwan University of Science and Technology, Taiwan</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/1030559/overview">Niyaz Mohammad Mahmoodi</ext-link>, Institute for Color Science and Technology (ICST),&#x20;Iran</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1613953/overview">Yuni Krisnandi</ext-link>, Universitas indonesia, Indonesia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/71869/overview">Mona Elsayed Ossman</ext-link>, Pharos University in Alexandria, Egypt</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Amare Aregahegn Dubale, <email>amare2122@gmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Colloidal Materials and Interfaces, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>840806</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Haso, Dubale, Chimdesa and Atlabachew.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Haso, Dubale, Chimdesa and Atlabachew</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The biggest challenge of this century is the generation of wastewater which is released to the environment due to industrial expansion. Industrial development has caused the release of various pollutants including heavy metals such as Cd, Pb, and Cr into the environment. In this study, copper diphenylamine metal-organic framework (Cu-DPA MOF) has been synthesized via hydrothermal method and its adsorption capacity toward the removal of heavy metals from wastewater was examined. The removal efficiency of heavy metals by Cu-DPA MOF was tested at optimized adsorption parameters such as optimal adsorbent dosage, pH, initial metals concentration, and adsorption time. The heavy metals concentration in the wastewater before treated with the as-synthesized MOF was determined to be 0.3027, 0.0098, and 0.1021&#xa0;mg/L for Cr, Cd, and Pb, respectively. The corresponding concentrations of heavy metals in wastewater were reduced to 0.0015, 0.00024, and 0.00016&#xa0;mg/L when treated with the as-synthesized MOF. As a result, a maximum removal efficiency of 97.6%, 99.5%, and 99.5% was achieved for Cd, Cr, and Pb metals, respectively. This is possibly due to the high porous nature and huge surface area of the as-synthesized MOF. The adsorption data were best fitted with Freundlich isotherm throughout this study. The study sheds light on the design of adsorbents with high removal efficiency of pollutants found in the environment<italic>.</italic>
</p>
</abstract>
<kwd-group>
<kwd>wastewater</kwd>
<kwd>heavy metals</kwd>
<kwd>adsorption</kwd>
<kwd>removal efficiency</kwd>
<kwd>metal-organic framework</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Heavy metals contamination in water is a major environmental concern. Heavy metals from heavy industry, and agricultural and other human activities could enter the water body and cause danger to the environment and human health. The release of toxic chemicals from industrial wastewater degrades water quality and is hazardous for human beings and other living organisms. Heavy metals such as lead (Pb), cadmium (Cd), chromium (Cr), arsenic (As), copper (Cu), mercury (Hg), and nickel (Ni) are commonly found in the discharged wastewater from industries. The toxicity of heavy metals leads to obstructive lung disease, reduced growth and development, causes cancer, organ damage, nervous system damage, and death in extreme cases (<xref ref-type="bibr" rid="B3">Aksu, 2005</xref>; <xref ref-type="bibr" rid="B2">Ahluwalia and Goyal, 2007</xref>; <xref ref-type="bibr" rid="B45">WHO, 2011</xref>; <xref ref-type="bibr" rid="B29">Madadrang et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B43">Tesfaye, 2016</xref>). Heavy metals are classified as hazardous pollutants due to their severe toxicity. The presence of these harmful heavy metal elements, even at low concentrations, affects the health of humans and other living organisms (<xref ref-type="bibr" rid="B7">Bakhtiari and Azizian, 2015</xref>; <xref ref-type="bibr" rid="B9">Cui et&#x20;al., 2015</xref>).</p>
<p>The development of the industrial sector in developing countries is the primary cause of heavy metals being released into water, air, and soil in all countries across the world (<xref ref-type="bibr" rid="B32">Majeed et&#x20;al., 2014</xref>). Most industries, e.g., electroplating, chemical and petrochemical, metal and mining, leather, textile, ceramic, cement, fertilizer, tanneries, batteries, paper, and pesticides, release their wastewater containing various harmful heavy metals without treatment into the environment. Toxic heavy metals such as cadmium, lead, and chromium do not break down in the environment, contributing to their bioaccumulation in the kidneys and livers of vertebrates and invertebrates. These toxic heavy metals cause cancers of the brain, kidney, bladder, colon, and rectum. The maximum permitted value for cadmium, chromium, and lead in water is 0.003&#xa0;mg/L, 0.05&#xa0;mg/L, and 0.01&#xa0;mg/L, respectively (<xref ref-type="bibr" rid="B45">WHO 2011</xref>).</p>
<p>Nowadays, the growth of industrial development for one country is a backbone for the economy, but side by side has an effect, mainly releasing wastewater that contains heavy metal ions (<xref ref-type="bibr" rid="B41">Sharma and Bhattacharya 2017</xref>) and other pollutants (<xref ref-type="bibr" rid="B30">Mahmoodi et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Mahmoodi and Saffar-Dastgerdi 2019</xref>; <xref ref-type="bibr" rid="B19">Hoseinzadeh et&#x20;al., 2021</xref>). Proper wastewater management should be applied by different wastewater management policies to prevent harm to the environment and to human health. The industrial sectors comply with environmental regulations to treat their wastewater.</p>
<p>Thus far, various treatment technologies including precipitation, ion exchange, membrane filtration, reversible osmosis, ultrafiltration, coagulation-flocculation, and flotation have been widely used to remove heavy metals from wastewater. However, these methods are time-consuming and expensive (<xref ref-type="bibr" rid="B38">Qasem et&#x20;al., 2021</xref>). On the other hand, adsorption or sorbent-based treatment strategies have been found to be promising and effective for the treatment of heavy metals contamination (<xref ref-type="bibr" rid="B39">Rajasulochana and Preethy, 2016</xref>). It is reported that zeolites, commercial activated carbon and biomass derived adsorbent such as saw dust, orange peel, rice husk, tea and coffee waste, peanut shells, dry tree leaves and barks, papaya seed, egg shell, and coconut leaf powder, have been used as adsorbent for the removal of heavy metals from various wastewater sources (<xref ref-type="bibr" rid="B36">Nguyen et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B20">Hussain and sheriff, 2014</xref>; <xref ref-type="bibr" rid="B22">Jayaweera et&#x20;al., 2018</xref>) However, most of the existing adsorbents are limited by some factors such as requirement of higher calcination temperature, longer time of reaction, relatively low surface area and porosity, low stability, reusability, and others. Therefore, it is critically important to develop low cost adsorbent with high surface area and porosity using simple and scalable synthesis strategies.</p>
<p>Recently, metal-organic frameworks (MOFs), a class of porous material with inherent large surface areas, uniform but tunable cavities, tailorable chemistry and useful physical and chemical properties, have obtained broad and comprehensive applications than activated carbon and zeolites (<xref ref-type="bibr" rid="B10">Dehghankar et&#x20;al., 2021</xref>). Although MOFs have been explored for a wide range of applications in catalysis, gas storage, chemical sensing, and drug delivery (<xref ref-type="bibr" rid="B48">Zhuang et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B47">Yang and Xu, 2017</xref>; <xref ref-type="bibr" rid="B46">Xie et at., 2018</xref>), there have been only a few reports on using MOFs for removal of heavy metals from wastewater (<xref ref-type="bibr" rid="B12">Efome et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B4">Asghar et&#x20;al., 2021</xref>). Among all the reported MOFs, Cu-based MOFs are attractive because the high stability and earth-abundance of the Cu element makes them ideal sacrificial templates to prepare adsorbent with high surface area and porosity. Moreover, copper can preferably form many geometric complexes with a number of ligands (<xref ref-type="bibr" rid="B8">Burg and Meyerstein, 2012</xref>). To the best of our knowledge, no study has been conducted toward the removal of heavy metal from wastewater using the as-synthesized copper diphenylamine metal-organic framework.</p>
<p>Herein, we have successfully synthesized a highly porous nature Cu-DPA MOF via the hydrothermal method from copper nitrate trihydrate and diphenylamine linker. The use of as-synthesized MOF was investigated for the removal of heavy metals from wastewater. The adsorbents reported before for removal of heavy metals are time consuming, expensive, and are not stable. In this study, we reported highly porous copper-based MOF (Cupper-diphenylamine combination) for the first time for removal of Pb, Cd, and Cr. The linker (i.e.,&#x20;diphenylamine) used in this study was not reported before and is by far much cheaper than other linkers. The percentage removal by the synthesized MOF is much higher (97.5%, 99.5%, and 99.5% toward Cr, Cd, and Pb metals, respectively, from wastewater sample) when compared with the literature. This indicates the adsorbent in this study reveals very good potential for simultaneous removal of toxic metals from high-volume contaminated wastewaters. Therefore, the technology reported in this study can also be used as an adsorbent instead of more expensive and ineffective materials.</p>
</sec>
<sec id="s2">
<title>Experimental Section</title>
<sec id="s2-1">
<title>Chemicals and Reagents</title>
<p>All the reagents were commercially available and were used as received without further purification. Copper nitrate (Cu(NO<sub>3</sub>)<sub>2</sub>&#xb7;3H<sub>2</sub>O, 98%), diphenylamine (99%), N, N-Dimethyl formamide (DMF, 99%), methanol (CH<sub>3</sub>OH, 99.5%), and ethanol (EtOH) were purchased from Shanghai Chemical Reagent Co.&#x20;Ltd.</p>
</sec>
<sec id="s2-2">
<title>Instruments and Apparatus</title>
<p>Wastewater samples were digested on a hot plate heating apparatus using round bottom flasks. Borosilicate volumetric flasks (25, 50, and 100&#xa0;ml), pipettes (Pyrex, United&#x20;States), measuring cylinders (Duran, Germany), and micropipettes (Dragonmed, 1&#x2013;10&#xa0;&#x3bc;l, 100&#x2013;1,000&#xa0;&#x3bc;l, Shanghai, China) were used for measuring different quantities of sample solution, acid reagents, and standard metal solutions. Graphite furnace atomic absorption spectroscopy (GFAAS) equipped with a deuterium background corrector was employed to quantify the heavy metals before and after absorption; iodine number analysis, X-ray diffraction (XRD), and Fourier transform infrared radiation (FTIR) were used to characterize the adsorbent.</p>
</sec>
<sec id="s2-3">
<title>Wastewater Sampling and Study Area Description</title>
<p>A wastewater sample was collected from Gamo Gofa zone, Arba Minch town, from the car wash labajo area. The sampling area is defined geographically as 6&#xb0;01&#x2032;&#x2013;7&#xb0;12&#x2032; N, and 37&#xb0;32&#x2032;&#x2013;38&#xb0; 02&#x2032; E. Composite samples were collected in 2-a-week intervals during March&#x2013;April 2017 and analyzed for Pb, Cd, and Cr levels. The concentrations of these heavy metals were determined using GFAAS before and after treatment.</p>
</sec>
<sec id="s2-4">
<title>Digestion of the Wastewater Sample</title>
<p>Wastewater samples were digested with HNO<sub>3</sub> and HClO<sub>4</sub> in the ratio of 5:3. Digestion was done on a hot plate at a temperature of 93&#x20;&#xb0;C for 1&#xa0;h following a method reported by <xref ref-type="bibr" rid="B15">Fanta et&#x20;al. (2019)</xref>.</p>
</sec>
<sec id="s2-5">
<title>Instrument Calibration and Method Detection Limit</title>
<p>To determine the concentrations of metals in the untreated and treated effluent sample solutions, calibration curves were created. The GFAAS instrument was calibrated using four series of working standards (0.1, 0.5, 1.0, 1.5&#xa0;mg/L). A correlation coefficient of 0.999 and above was obtained for the three metals. The detection limits for the metals tested in this study were calculated by multiplying the weighted average of standard deviations of the reagent blank by three. The wavelengths at which analysis was done, the correlation coefficients of the calibration curve for each of the metals, and the method detection limits of each metal are given in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The results clearly show that the calibration curves with good correlation coefficients and lower method detection limits were obtained during the analysis.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Method detection limits for wastewater samples.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Metal</th>
<th align="center">Wavelength (nm)</th>
<th align="center">
<italic>r</italic>
<sup>2</sup>
</th>
<th align="center">MDL for wastewater sample</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Pb</td>
<td align="char" char=".">217.0</td>
<td align="char" char=".">0.9999</td>
<td align="char" char=".">0.0615</td>
</tr>
<tr>
<td align="left">Cd</td>
<td align="char" char=".">228.9</td>
<td align="char" char=".">0.9995</td>
<td align="char" char=".">0.0231</td>
</tr>
<tr>
<td align="left">Cr</td>
<td align="char" char=".">341.5</td>
<td align="char" char=".">0.9998</td>
<td align="char" char=".">0.0535</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-6">
<title>Method Validation</title>
<p>The validity of the above-optimized digestion procedure toward analyzing the wastewater samples concerning each of the selected metals (Pb, Cr, and Cd) could be made possible via conducting spiking experiments. Accordingly, the efficiency of the optimized procedure was checked by adding fixed volumes of standard solutions containing 5&#xa0;ml of 0.5&#xa0;mg/L of each metal into 50&#xa0;ml wastewater. The spiked samples were then digested in the same manner as the original sample. Then the digests were diluted to 25&#xa0;ml with deionized water. Finally, the solutions were analyzed for metal concentration with GFAAS. As used for the original samples, triplicate spiked samples were prepared, and the readings were recorded, and recovery was calculated using <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mi>S</mml:mi>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m2">
<mml:mi>R</mml:mi>
</mml:math>
</inline-formula> is percent recovery, <inline-formula id="inf2">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is metal concentration of spiked sample, <inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the metal concentration of the non-spiked sample and <inline-formula id="inf4">
<mml:math id="m5">
<mml:mi>S</mml:mi>
</mml:math>
</inline-formula> is the concentration equivalent of analyte&#x20;added.</p>
</sec>
<sec id="s2-7">
<title>Synthesis of Copper Based Metal Organic Framework</title>
<p>Copper metal-organic framework (Cu-DPA MOF) was prepared from Cu(NO<sub>3</sub>)<sub>2</sub>&#xb7;3H<sub>2</sub>O and diphenylamine ligand following a solution-based method. Briefly, 1&#xa0;g of diphenylamine was dissolved in 5&#xa0;ml of ethanol, and 1&#xa0;g of copper nitrate trihydrate was dissolved in 5&#xa0;ml of distilled water. The two solutions were mixed and stirred by a magnetic stirrer on a hot plate for 1&#xa0;h until a homogeneous mixture was observed. The mixture was then kept for 3&#xa0;days until a blue precipitate was formed. The resulting precipitates were isolated by centrifugation, washed four times with de-ionized water, DMF, and ethanol, respectively, and dried at 40&#xb0;C for 24&#xa0;h. The obtained precipitate, named Cu-DPA MOF afterward, was kept for further characterization and experimentation.</p>
</sec>
<sec id="s2-8">
<title>Optimization of Metal to Ligand Ratio</title>
<p>The metal to ligand ratio of the copper metal-organic framework was optimized by taking a different metal to ligand ratio (1:1, 2:1, 3:1, and 4:1). The synthesized MOFs were then subjected to an optical microscope, and the iodine number was determined following the American Society for Testing and Materials methods. The one with the smallest particle size and largest iodine number value was taken as the optimum&#x20;ratio.</p>
</sec>
<sec id="s2-9">
<title>Characterization</title>
<p>The prepared Cu-DPA MOF was characterized by XRD, FTIR, GFAAS, and iodine number analysis. XRD measurements were taken on a D2 phaser XRD-300&#xa0;W using Cu K <inline-formula id="inf5">
<mml:math id="m6">
<mml:mi>&#x3b1;</mml:mi>
</mml:math>
</inline-formula> radiation at 40&#xa0;kV and 100&#xa0;mA. A linear silicon strip &#x2018;Lynx Eye&#x2019; detector was used to record X-ray patterns from 10&#xb0; to 80&#xb0; at a scan rate of 0.1&#xb0; min<sup>&#x2212;1</sup>. The FTIR spectra were obtained using a Nicolet NEXUS-670 FT-IR spectrometer in transmission mode. Each sample in the KBr blend was scanned 64&#x20;times with a resolution of 4&#xa0;cm<sup>&#x2212;1</sup> from 4,000 to 400&#xa0;cm<sup>&#x2212;1</sup>. The morphology of the samples in this study was studied with field emission FEI Nova NanoSEM 450 scanning electron microscope (SEM). The wastewater samples&#x2019; Pb, Cd, and Cr content were measured using GFAAS. The surface area associated to pore volume was characterized using iodine number analysis. The American Society for Testing and Materials (ASTMD4607-94) method is used to calculate the iodine number. In a nutshell, a typical iodine solution was treated with three different weights of adsorbent and 10.0&#xa0;ml of 5% HCl under controlled conditions. This mixture was brought to boil for 30&#x20;s before being cooled. Following that, 100.0&#xa0;ml of 0.1&#xa0;N iodine solution was added and agitated for 30 s. The resulting solution was filtered, and 50.0&#xa0;ml of the filtrate was titrated with 0.1&#xa0;N sodium thiosulfate, using starch as an indicator. Finally, the iodine number, X/M value was calculated by using <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>:<disp-formula id="e2">
<mml:math id="m7">
<mml:mrow>
<mml:mfrac>
<mml:mtext>X</mml:mtext>
<mml:mtext>M</mml:mtext>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>126.93</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>F</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>12693.0</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mtext>M</mml:mtext>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-10">
<title>Batch Adsorption Experiment</title>
<p>Batch adsorption experiments were carried out to determine the effect of the adsorbent dose, contact time, pH, initial metal ion concentration, and time of mixing to reach equilibrium for Pb, Cd, and Cr adsorbed by Cu-DPA MOF. About 0.5&#x2013;3.5&#xa0;g of adsorbent (as synthesized Cu-DPA MOF) was added into a synthetic solution of each metal and stirred for 4 h, and then kept for 24&#xa0;h until equilibrium could be achieved and filtered. The experiment was conducted three times. The optimum mass of the adsorbent was obtained by plotting the percentage removal vs the mass of the adsorbent. The effect of contact time in the removal of Pb, Cd, and Cr from wastewater using Cu-DPA MOF is studied in a contact time range of 20&#x2013;120&#xa0;min. Removal of metal ions was also carried at a different initial concentration of metals (5&#x2013;80&#xa0;mg/L) and pH (2&#x2013;10). Following the optimized procedure, 1.5&#xa0;g of Cu-DPA MOF was added to 50&#xa0;ml of the composite wastewater containing the Cd (0.0098&#xa0;mg/L), Cr (0.3027&#xa0;mg/L), and Pb (0.1021&#xa0;mg/L) metals (at pH 2 for Cr and 6 for Pb and Cd). The solution was shaken for 80&#xa0;min in the case of Cd and Cr (60&#xa0;min for Pb), filtered using Whatman filter paper stored in refrigeration prior to GFAAS analysis. The adsorption capacity and removal efficiency were calculated using <xref ref-type="disp-formula" rid="e3">Eqs 3</xref>, <xref ref-type="disp-formula" rid="e4">4</xref>, respectively:<disp-formula id="e3">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>o</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:mi>V</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where q<sub>e</sub> is heavy metal ions concentration adsorbed on adsorbent at equilibrium (mg of metal ion/g of adsorbent), C<sub>o</sub> and C<sub>e</sub> are the initial and equilibrium concentration or final concentration of metal ions in the solution (mg/L), V is the initial volume of metal ions solution used (in L) and m is the mass of adsorbent (in g). The removal efficiency was calculated using <xref ref-type="disp-formula" rid="e4">Eq. (4)</xref>:<disp-formula id="e4">
<mml:math id="m9">
<mml:mrow>
<mml:mo>%</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>o</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:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where C<sub>0</sub> and Ce are the initial concentration of heavy metals (mg/L) and the equilibrium concentration of heavy metals (mg/L), respectively.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Iodine Number Analysis for the Prepared Cu-DPA MOF</title>
<p>The synthetic process was conducted at five different (i.e.,&#x20;for 1, 2, 3, 4 and 5&#xa0;days) times of reaction. The copper nitrate trihydrate and diphenylamine precursors were completely dissolved in ethanol and distilled water, respectively prior to mixing and stirring. The two solutions with 1:1&#xa0;M ration were then mixed, stirred for 1 h, and allowed to settle for 1, 2, 3, 4, and 5&#xa0;days. The separated yield (based on metal precursor) increases from 38 to 92% as the reaction time increases from 1&#x20;d to 3&#xa0;days. However, further increase in reaction time up to 5&#xa0;days did not show significant improvement in yield, indicating the saturation level of the synthetic route. Analysis of iodine adsorption number is used to investigate the pore nature (e.g., microporous, mesoporous, and macroporous) of most adsorbents. The type of pores is an indication of adsorption capacity. Furthermore, the iodine adsorption number is used to evaluate the level of activation (a higher degree indicates stronger activation), and it is commonly provided in mg/g (with a typical range of 500&#x2013;1,200&#xa0;mg/g). The metal to ligand precursor ratio and their corresponding iodine number and isolated yield are shown in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. The 1:1 metal to ligand ratio provided maximum iodine value (635&#xa0;mg/g) and yield (92%), indicating good adsorption capacity with high porosity and high surface area. The adsorption capacity of Cu-DPA MOF decreases with increasing metal to ligand precursor ratio from 1:1 to 4:1. This is because the macropore structure of Cu-MOF deteriorated due to excessive copper metal that leads to the formation of a macropore in the MOF and basically due to the effect of pore widening that leads to the destruction of pore walls between neighboring pores, which decreases adsorption performance (<xref ref-type="bibr" rid="B16">Gupta et&#x20;al., 2003</xref>). The iodine number value obtained for the 1:1&#x20;Cu-DPA MOF is comparable with zeolite-based adsorbents (641.7&#xa0;mg/g) and twofold higher than activated carbon-based adsorbent from tamarind seeds (300&#xa0;mg/g) reported before (<xref ref-type="bibr" rid="B34">Mopoung et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Fanta et&#x20;al., 2019</xref>). On the other hand, relatively higher iodine number (895&#xa0;mg/g) was reported for activated carbon obtained from bean husk (<xref ref-type="bibr" rid="B14">Evwierhoma et&#x20;al., 2018</xref>). Based on the determined iodine value and isolated yield, the 1:1 ratio is considered to be the optimal combination ratio. Fascinated by this observation, we fully characterized the prepared Cu-DPA MOF using a 1:1 ratio of metal to ligand combination.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Iodine number of Cu-PDA MOF for metal to ligand in different&#x20;ratio.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Metal to ligand precursor ratio (g)</th>
<th align="center">Iodine value (mg/g)</th>
<th align="center">Yield (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="char" char=":">1:1</td>
<td align="char" char=".">635.4</td>
<td align="center">92</td>
</tr>
<tr>
<td align="left">2</td>
<td align="char" char=":">2:1</td>
<td align="char" char=".">581.7</td>
<td align="center">81</td>
</tr>
<tr>
<td align="left">3</td>
<td align="char" char=":">3:1</td>
<td align="char" char=".">472.1</td>
<td align="center">68</td>
</tr>
<tr>
<td align="left">4</td>
<td align="char" char=":">4:1</td>
<td align="char" char=".">368.4</td>
<td align="center">43</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Crystallinity Studies of Adsorbent</title>
<p>The crystal structure of the as-synthesized Cu-DPA MOF was examined using XRD measurements of the samples. <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> displays XRD patterns of as-prepared Cu-DPA MOF. As visibly evidenced in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>, a strong diffraction peak observed at 2 Theta values of 12.8&#xb0;, 18.6&#xb0;, and 20.2&#xb0; are characteristics of Cu-DPA MOF and have good similarity with the diffraction patterns of other Cu-based MOF (<xref ref-type="bibr" rid="B28">Loera-Serna et&#x20;al., 2012</xref>), indicating the profound crystalline nature of the prepared MOF. The calculated relative grain size (i.e.,&#x20;using the Scherer equation) was found to be 22.3 nm, indicating a mesoporous characteristic nature of the prepared MOF. This agrees well with the iodine adsorption number analysis. To examine the synthesized MOF&#x2019;s structural information, we also measured FT-IR spectra of the prepared Cu-DPA MOF in the region from 400&#xa0;cm<sup>&#x2212;1</sup> to 4,000&#x20;cm<sup>&#x2212;1</sup> in KBr using an FTIR spectrometer. <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref> shows the FTIR spectra of Cu-DPA MOF. As clearly displayed in <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>, the presence of a broad peak at 3,384&#xa0;cm<sup>&#x2212;1</sup> in the as-prepared Cu-DPA MOF sample can be assigned to the N&#x2013;H stretching. The diminished feature of this peak is a solid indicative for the linkage formed between copper and diphenylamine ligand. The peaks located at 1,497 and 1,319&#xa0;cm<sup>&#x2212;1</sup> are assigned to the N&#x2013;H stretching vibrations of the aromatic ring. The Cu-diphenylamine ligand asymmetric stretching is observed at 749&#xa0;cm<sup>&#x2212;1</sup>. The existence of NH functional group could act as a chemical binding agent via its dissociation into a negatively charged surface which could attract positively charged ions like metals. It can be seen that the IR-spectra indicated the presence of ionizable functional groups; their ionization leaves vacant sites which can be replaced by metal ions. This gives an indication that this material could be used as adsorbents for heavy metals removal (<xref ref-type="bibr" rid="B6">Aziz et&#x20;al., 2005</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>XRD Patterns <bold>(A)</bold> and FTIR spectra <bold>(B)</bold> of Cu-DPA MOF.</p>
</caption>
<graphic xlink:href="fmats-09-840806-g001.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Method of Detection Limit and Method Validation</title>
<p>Before quantifying the metals in the wastewater samples, the MDL of the GFAAS was evaluated by analyzing six blank samples. It was found that the MDL of Pb, Cd, and Cr was 0.0615&#xa0;mg/L, 0.0231&#xa0;mg/L, and 0.0535&#xa0;mg/L, respectively. By adding known concentrations of each element to the wastewater sample, the efficiency of the digestion technique and analytical method (GFAAS) was tested. In the same way, the spiked and non-spiked samples were digested and examined. By spiking 2.0&#xa0;ml of 12.5&#xa0;mg/L of each metal into a 50&#xa0;ml wastewater sample, the efficiency of the optimized procedure was tested. As shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>, the calculated percent recoveries for studied metals in the wastewater sample (i.e.,&#x20;93.26&#x2013;98.2%) lie within the acceptable range (<xref ref-type="bibr" rid="B33">Mico et&#x20;al., 2006</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Recovery test values for the optimized procedure for heavy metal analysis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Metals</th>
<th align="center">Conc. In sample (mg/L)</th>
<th align="center">Amount added (mg/L)</th>
<th align="center">Conc. In spiked sample (mg/L)</th>
<th align="center">Recovery (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Cd</td>
<td align="char" char=".">0.0098</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">0.50065</td>
<td align="char" char=".">98.2</td>
</tr>
<tr>
<td align="left">Pb</td>
<td align="char" char=".">0.1021</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">0.587</td>
<td align="char" char=".">96.98</td>
</tr>
<tr>
<td align="left">Cr</td>
<td align="char" char=".">0.3027</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">0.769</td>
<td align="char" char=".">93.26</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Optimization Parameters for Removal of Heavy Metals (Using Synthetic Solution)</title>
<sec id="s3-4-1">
<title>Effect of pH</title>
<p>The initial pH of the metal ion solution is a significant factor in controlling the adsorption process. In this study, the effect of pH on removal efficiency of heavy metals was studied from a range of 2&#x2013;10&#xa0;at a contact time of 30&#x20;min, metal ion solution of 20&#xa0;mg/L, Cu-DPA based adsorbents of 1.5 g, temperature of 25 &#xb0;C, and at an agitation speed of 150&#xa0;rpm (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, both the adsorption capacity (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>) and the percentage removal of Pb and Cd (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>) increase as the pH increases from 2 to 6. However, a decrease in adsorption capacity and removal percentages were observed when the pH values ranged from 6 to 10. The maximum percentage removal of Cd (92.4%) and Pb (94.05%) were obtained at pH 6. This is in good agreement with the findings obtained by <xref ref-type="bibr" rid="B40">Rashed et&#x20;al. (2018)</xref> using modified physically activated sewage sludge adsorbents. The removal of Cd and Pb at lower pH (pH &#x3c; 3 was low because protons could occupy most of the adsorption), however, at moderate pH, the proton linked to the adsorbent surface gets released from the active sites of the adsorbent resulting in increased adsorbed metal ions. The low percentage removal efficiency of Cu-DPA at a higher pH value (pH &#x3e; 6) might be due to the formation of metal precipitate that decreases adsorption. Increasing the adsorption capacity of metals with increasing pH is attributed to two possible mechanisms; cation exchange and surface complexation. The slow adsorption at high pH is probably due to electrostatic hindrance between adsorbed positively charged adsorbate into the surface of adsorbent and cationic adsorbate species in the solution, and slow pore diffusion into the bulk of the adsorbent.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effect of initial PH on <bold>(A)</bold> adsorption capacity and <bold>(B)</bold> removal efficiency of Cd, Pb and Cr by Cu-DPA MOF.</p>
</caption>
<graphic xlink:href="fmats-09-840806-g002.tif"/>
</fig>
<p>On the other hand, as seen in <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>, the percentage removal for Cr decreases as the pH increases from 2&#x2013;10, and a maximum percentage removal (98%) was attained at pH 2. The finding in this study was in good agreement with the literature report. For instance, at pH 2, the study conducted by <xref ref-type="bibr" rid="B25">Liu et&#x20;al. (2014)</xref> revealed a removal efficiency of 87% Cr from wastewater using Zizania caduciflora adsorbent. <xref ref-type="bibr" rid="B35">Mubarak et&#x20;al. (2014)</xref> used manganese oxide as adsorbent to remove chromium from wastewater and obtained maximum removal efficiency of 85% at pH 2. The greater removal effectiveness of Cr at low pH is attributable to the neutralization of negative charges on the adsorption surface by abundant hydrogen ions, allowing hydrogen chromate ions to diffuse more easily (HCrO<sub>4</sub>
<sup>&#x2212;</sup>) and their subsequent adsorption (<xref ref-type="bibr" rid="B11">Dula et&#x20;al., 2014</xref>). At basic pH conditions Cr adsorption onto Cu-DPA MOF decreases due to the formation of hydrolysis and polymeric products such as CrOH<sup>2&#x2b;</sup>, Cr<sub>2</sub>(OH)<sub>2</sub>
<sup>4&#x2b;</sup>, and Cr<sub>3</sub>(OH)<sub>4</sub>
<sup>5&#x2b;</sup>. This can be best explained on the basis of the lower extent protonated hydroxyl groups with rising pH. In view of the aforementioned results, the optimum pH for Cd, Pb, and Cr adsorption is taken to be 6, 6, and 2, respectively, in the following experiments.</p>
</sec>
<sec id="s3-4-2">
<title>Effect of Adsorbent Dosage</title>
<p>The effect of adsorbent dose was studied by varying the amount of Cu-DPA MOF from 0.5&#x2013;3.5&#xa0;g/20&#xa0;ml (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). As seen in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, the adsorption capacity of Cd, Pb, and Cr decreases with an increase in Cu-DPA MOF amount from 0.5&#x2013;3.5&#xa0;g. Here the response from Cd and Pb was observed to be the same. The percentage removal of Pb, Cd, and Cr were increased from 71.4 to 88.5%, 91&#x2013;94% and 92.5&#x2013;94.5%, respectively, when the Cu-DPA MOF dose increased from 0.5 to 1.5&#xa0;g (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>) and remained nearly constant at adsorbent doses higher than 1.5&#xa0;g. The constant removal efficiency with increasing dose of adsorbent is attributed to adsorption sites remaining unsaturated during the adsorption reaction which is a result of the larger number of available adsorption sites favoring the enhanced uptake of the metal ions (<xref ref-type="bibr" rid="B26">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B49">Zou et&#x20;al., 2016</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effect of adsorbent dose on <bold>(A)</bold> adsorption Capacity and <bold>(B)</bold> removal efficiency of Cd. Pb and Cr.</p>
</caption>
<graphic xlink:href="fmats-09-840806-g003.tif"/>
</fig>
</sec>
<sec id="s3-4-3">
<title>Effect of Initial Metals Concentration and Contact Time</title>
<p>We also carried out intensive optimization experiments revealing the effect of initial metal concentration and contact time. To a different 50&#xa0;ml size Erlenmeyer&#x2019;s flask, 25&#xa0;ml sample of 10, 20, 40, 60, and 80&#xa0;mg/L concentrations of Pb, Cd, and Cr were added. The optimum dose of Cu-DPA MOF (1.5&#xa0;g for each metal ion) was added to each of the above metal concentrations, and the mixture was mechanically stirred for their optimum time. After filtration, the concentration of Pb, Cd, and Cr were analyzed using atomic absorption spectroscopy. <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> shows the effect of initial metal ion concentration of Cr, Pb, and Cd and contact time on Pb, Cd, and Cr removal efficiency by Cu-DPA MOF over Cu-DPA MOF under optimum pH and adsorbent dose. As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, the percentage removal efficiency increased from 48 to 95%, 35&#x2013;85%, and 32&#x2013;83% for Cr, Cd, and Pb, respectively, with increasing initial concentration from 5 to 20&#xa0;mg/L. It is revealed that Cu-DPA MOF exhibited higher removal efficiency of metal ions in the order of Cr &#x3e; Cd &#x3e; Pb at all initial concentration value. The difference in percent removal of distinct heavy metal ions at the same initial metal ion concentration, adsorbent dose, and contact time could be related to differences in chemical affinity and ion exchange capacity with respect to the chemical functional group on the adsorbent&#x2019;s surface (<xref ref-type="bibr" rid="B18">Hermes et&#x20;al., 2007</xref>). The maximum removal efficiency of the Cu-DPA MOF was found to be 83.3, 89.7, and 95.0% for Pb, Cd, and Cr, respectively, and the removal efficiency slightly decreased or reached the saturation point at higher initial&#x20;concentrations. The increase in adsorption or removal capacities of adsorbents with rising metal ion concentration might&#x20;be explained by an acceleration of metal ion diffusion into adsorbents due to an increase in concentration gradient with increasing initial metal ion concentration (<xref ref-type="bibr" rid="B24">Li et&#x20;al., 2012</xref>). As a result, the extent of each metal ion uptake by the adsorbents increases significantly with the increase of contact time. The slight decrease in the removal capacity or remaining constant after the saturation point of the adsorbents at higher initial metal ion concentration could be due to a higher probability of collision between the adsorbent particle (Cu-DPA MOF) and the metal ions; and decrease in the available active sites for adsorption due to their saturation.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Effect of <bold>(A)</bold> initial metals ion concentration and <bold>(B)</bold> contact time on removal efficiency of Pb, Cd and Cr.</p>
</caption>
<graphic xlink:href="fmats-09-840806-g004.tif"/>
</fig>
<p>The effect of contact time on percentage removal of each metal ion by Cu-DPA MOF was also studied at various intervals (20&#x2013;120&#xa0;min) using optimum pH, adsorbent dosage, and initial metal concentration. As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, increasing the contact time increases the percentage removal of each metal until the system reaches the adsorption equilibrium. The adsorption was very fast from the beginning and with further increase of adsorption time. In this study, it is found that the optimum contact time revealing maximum percentage removal of Cd (92.9%) and Cr (93.8%) was 80&#xa0;min. While in the case of Pb, high removal efficiency of 90.13% was attained within 60&#xa0;min. This finding is in good agreement with the result obtained by <xref ref-type="bibr" rid="B23">Kowsura et&#x20;al. (2017)</xref> on Pb removal from water using Zn<sub>3</sub>(BTC)<sub>2</sub>. <xref ref-type="bibr" rid="B26">Liu et&#x20;al. (2007)</xref> reported chromium removal with zero-valent iron decorant on a graphene nanosheet by using 1&#xa0;g adsorbent dosage within 90&#xa0;min has a removal efficiency of 70%. It is best known that the rate of metal ion uptake was higher at the initial stage of adsorption; however, a slower adsorption would follow as the available adsorption site is gradually decreased. This can be best explained by the fact that initially, the rate of ion uptake was higher because all sites on the adsorbent were vacant and ion concentration was high, but remain constant since all sites occupied hence as it does not take up the additional adsorbate.</p>
</sec>
</sec>
<sec id="s3-5">
<title>Adsorption Experiment for Real Sample</title>
<p>Fascinated by the above findings, we also carried out investigation of removal efficiency of the as prepared Cu-DPA MOF toward Cd, Pb, and Cr in real wastewater samples collected from the car wash Labajo area located at Gamo Gofa zone, Arba Minch town, Ethiopia. The experiments were conducted under optimized conditions shown in the previous section. As clearly demonstrated in <xref ref-type="table" rid="T4">Table&#x20;4</xref>, the concentration of Pb (0.1021&#xa0;mg/L), Cd (0.0098&#xa0;mg/L), and Cr (0.3027&#xa0;mg/L) in the wastewater before treatment was much higher than the permissible limit set by the World Health Organization. However, the corresponding concentration of Pb, Cd, and Cr was reduced to 0.0056, 0.0024, and 0.0015&#xa0;mg/L after the treatment with the Cu-DPA MOF adsorbent. As a result, the removal efficiency of Cu-DPA MOF adsorbent for heavy metals in a real sample was calculated to be 97.6%, 99.5%, and 99.5% for Cd, Pb, and Cr, respectively. This indicates the as-prepared metal organic framework is very powerful and promising toward treatment of wastewater. Motivated by these findings, we also studied the regeneration of the Cu-DPA MOF after adsorption experiment. Herein a methanol solution followed by irradiation of the sample with low power UV was used to regenerate the used Cu-DPA MOF (<xref ref-type="bibr" rid="B50">Gupta et&#x20;al., 2021</xref>). We first submerged and stirred the used MOF in 10&#xa0;ml of methanol for 24&#xa0;h at 500&#xa0;rpm, followed by centrifugation and drying at ambient temperature for 24&#xa0;h. Then, the dried MOF was illuminated with a low power UV lamp using a Pyrex tube fitted in an acryl reactor. About 91%, 94%, and 93.5% of the Cd, Cr, and Pb, respectively, could be removed from the used Cu-DPA MOF based on GFAAS analysis from the supernatant solution. Next, we reuse the regenerated Cu-DPA MOF under the same condition, the corresponding Cd, Cr, and Pb removal efficiency was reduced to 81%, 86%, and 87%, respectively, indicating that the MOF still exhibits efficient removal efficiency after regeneration. We further conducted scanning electron microscopy measurements to examine the morphology and microstructure of the 1:1&#x20;Cu-DPA MOF. As clearly displayed in <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>, the as-prepared MOF before adsorption experiment exhibited a bright surface with octahedral and triangular particle features. However, when the MOF was taken to the adsorption experiment (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>), the small particles are observed over the octahedral and triangular structures of the MOF, indicating the adsorption of the metals over the MOF surface. Regardless of the coverage of the MOF surface with a small particle, there was no significant change in morphology after adsorption experiment.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Removal of Pb, Cd, and Cr from real water samples collected from the car wash Labajo area using Cu-DPA MOF at optimized conditions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Metal</th>
<th align="center">Concentration before treatment (mg/L)</th>
<th align="center">Concentration after treatment with Cu-DPA MOF (mg/L)</th>
<th align="center">Removal efficiency (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Pb</td>
<td align="char" char=".">0.1021</td>
<td align="char" char=".">0.0056</td>
<td align="char" char=".">99.5</td>
</tr>
<tr>
<td align="left">Cd</td>
<td align="char" char=".">0.0098</td>
<td align="char" char=".">0.0024</td>
<td align="char" char=".">97.6</td>
</tr>
<tr>
<td align="left">Cr</td>
<td align="char" char=".">0.3027</td>
<td align="char" char=".">0.0015</td>
<td align="char" char=".">99.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>SEM images of the as prepared Cu-DPA MOF <bold>(A)</bold> before adsorption and <bold>(B)</bold> after adsorption experiment.</p>
</caption>
<graphic xlink:href="fmats-09-840806-g005.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>Adsorption Isotherms</title>
<p>To further investigate the relationship between adsorbent and adsorbate, we also underwent analysis of the adsorption process via the most commonly used models such as Langmuir and Freundlich isotherms. Adsorption happens at homogeneous locations, forming a monolayer, according to the Langmuir isotherm. In other words, once an adsorbate has been linked to a site, no additional adsorption can occur. Mathematically, the Langmuir isotherm is given by the following equation:<disp-formula id="e5">
<mml:math id="m10">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where qm is to the adsorption capacity (mg/g), qe is the equilibrium concentration of metals in the adsorbed phase (mg/g), Ce is the equilibrium concentration in the liquid phase (mg/L), and Langmuir constants, which are related to the adsorption capacity (qm) and energy of adsorption (<inline-formula id="inf6">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), can be calculated from the slope of the linear plot of Ce/qe vs Ce; a straight line with slope 1/q<sub>max</sub> and intercept of 1/q<sub>max</sub> <inline-formula id="inf7">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is obtained. The dimensionless factor, <italic>R</italic>
<sub>L</sub>, which is given by <xref ref-type="disp-formula" rid="e6">Eq. (6)</xref>, is an essential feature of the Langmuir isotherm used to predict whether the Langmuir isotherm is favorable or unfavorable.<disp-formula id="e6">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</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>b</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>o</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where C<sub>o</sub> is initial concentration of adsorbate (mg/L), <inline-formula id="inf8">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is Langmuir constant (L/mg). If <inline-formula id="inf9">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3e;1.0, the sorption isotherm is unfavorable, <inline-formula id="inf10">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1.0 (linear), 0&#x20;&#x3c; <inline-formula id="inf11">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3c; 1.0 (favorable), and <inline-formula id="inf12">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0 (irreversible). In determining the nature of the adsorption process, whether favorable or unfavorable, the dimensionless constant separation term <inline-formula id="inf13">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was investigated from <xref ref-type="disp-formula" rid="e6">Eq. 6</xref>. The obtained result (<inline-formula id="inf14">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.357, 0.436, 0.271 for Cd, Pb, and Cr, respectively) shows that the sorption of Cd, Pb, and Cr onto the Cu-DPA MOF was favorable. On the other hand, the Freundlich isotherm is used to characterize heterogeneous surface and for description of multilayer adsorption properties of adsorbed molecules. The linear form of Freundlich isotherm is given by <xref ref-type="disp-formula" rid="e7">Eq. (7)</xref>:<disp-formula id="e7">
<mml:math id="m21">
<mml:mrow>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi>n</mml:mi>
</mml:mfrac>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where qe is the amount adsorbed at equilibrium (mg/g), <inline-formula id="inf15">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and n are the Freundlich constant, 1/n is the heterogeneity factor which is related to the capacity and intensity of the adsorption, and Ce is the equilibrium concentration (mg/L). The values of <inline-formula id="inf16">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and 1/n can be obtained from the slope and intercept of the plot of <inline-formula id="inf17">
<mml:math id="m24">
<mml:mrow>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> vs <inline-formula id="inf18">
<mml:math id="m25">
<mml:mrow>
<mml:mi>log</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The magnitude of the exponent, n, gives an indication of the favorability and capacity of the adsorbent/adsorbate system. <xref ref-type="table" rid="T5">Table&#x20;5</xref>, summarizes isotherm parameters of Langmuir and Freundlich models for adsorption Pb, Cd, and Cr over Cu-DPA MOF. The findings clearly reveal that the adsorption of Pb, Cd, and Cr metals on Cu-DPA MOF fits well with the Freundlich model. The fact that the Freundlich model is a good fit to the experimental adsorption data suggests physical adsorption as well as a heterogeneous distribution of active sites on the Cu-DPA MOF surface. The observed correlation coefficients for Freundlich isotherms were 0.995, 0.997, and 0.996 for Cd, Pb, and Cr, respectively. If the value of n is equal to unity, the adsorption is linear. If the value of the constant n is less than unity, the adsorption process is unfavorable; if the value of n is greater than unity, the adsorption process is favorable (<xref ref-type="bibr" rid="B44">Thamilarasu and Karunakaran, 2013</xref>). In the present study, the value of n at equilibrium was above unity, suggesting favorable adsorption. Furthermore, the values of the dimensionless factor, R&#xa0;L, were between 0 and 1 which suggest a favorable adsorption between Cu-DPA MOF and each metal. The Freundlich adsorption capacity (<inline-formula id="inf19">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) shows easy separation of heavy metal ions from wastewater. The higher <inline-formula id="inf20">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> value the greater the adsorption intensity (<xref ref-type="bibr" rid="B13">Esrafili et&#x20;al., 2018</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Calculated isotherm parameters for the adsorption of Pb, Cd, and Cr on Cu-DPA MOF at 300&#xa0;K.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Adsorption isotherms constants</th>
<th colspan="3" align="center">Corresponding values for each adsorbents</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"/>
<td rowspan="2" align="center">Cd</td>
<td rowspan="2" align="center">Pb</td>
<td rowspan="2" align="center">Cr</td>
</tr>
<tr>
<td align="left">Langmuir isotherm</td>
</tr>
<tr>
<td align="left">&#x2003;q<sub>m</sub> (mg/g)</td>
<td align="center">1.334</td>
<td align="center">2.19</td>
<td align="center">3.21</td>
</tr>
<tr>
<td align="left">&#x2003;k<sub>L</sub> (L/mg)</td>
<td align="center">0.04</td>
<td align="center">0.0147</td>
<td align="center">0.0847</td>
</tr>
<tr>
<td align="left">&#x2003;R<sub>L</sub>
</td>
<td align="center">0.357</td>
<td align="center">0.436</td>
<td align="center">0.271</td>
</tr>
<tr>
<td align="left">&#x2003;R<sup>2</sup>
</td>
<td align="center">0.89624</td>
<td align="center">0.84438</td>
<td align="center">0.959</td>
</tr>
<tr>
<td colspan="4" align="left">Freundlich isotherm</td>
</tr>
<tr>
<td align="left">&#x2003;n</td>
<td align="center">1.266</td>
<td align="center">1.14</td>
<td align="center">1.35</td>
</tr>
<tr>
<td align="left">&#x2003;K<sub>F</sub> (L/g)</td>
<td align="center">0.144</td>
<td align="center">0.26</td>
<td align="center">0.575</td>
</tr>
<tr>
<td align="left">&#x2003;R<sup>2</sup>
</td>
<td align="center">0.995</td>
<td align="center">0.997</td>
<td align="center">0.996</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The adsorption capacity of the Cu-DPA MOF after optimizing all the parameters was estimated to be 2.19, 1.33, and 3.21&#xa0;mg/g for Pb, Cd, and Cr, respectively. More interestingly, the obtained adsorption capacity is much higher than the reported values Cr (0.5&#x2013;0.6&#xa0;mg/g). Pb (1.9&#xa0;mg/g) and Cd (0.63&#xa0;mg/g) used activated carbon made from bamboo materials and carbon nanotube (<xref ref-type="bibr" rid="B5">Atieh et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B27">Lo et&#x20;al., 2012</xref>). Furthermore, these adsorption capacity values are also comparable with activated carbon made from maize cob, 1.89 and 1.98&#xa0;mg/g for Pb<sup>2&#x2b;</sup> and Cd<sup>2&#x2b;</sup>, respectively (<xref ref-type="bibr" rid="B21">Igwe and Abia, 2007</xref>). On the other hand, the adsorption capacity obtained in the present study is relatively lower than the reported values for adsorbents such as natural zeolite (&#x3e;9.0&#xa0;mg/g). Synthetic zeolite (500&#xa0;mg/g) and activated carbon made from the coffee husk and rice husk (3.0&#x2013;38&#xa0;mg/g) (<xref ref-type="bibr" rid="B37">Oliveira et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B42">Srivastava et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B17">Hamidpour et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B1">Agarwal and Singh, 2017</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>We have successfully synthesized a highly porous nature Cu-DPA MOF via hydrothermal method from copper nitrate trihydrate and diphenylamine linker. The use of as-synthesized MOF was investigated for the removal of heavy metals from wastewater. The Cu-DPA MOF was characterized by XRD, FTIR, and iodine number analysis that shows the material is capable of adsorbing the adsorbate. Our material revealed a maximum removal efficiency of 97.5%, 99.5%, and 99.5% toward Cr, Cd, and Pb metals, respectively, from wastewater sample. The adsorption parameters are found to be important factors for heavy metals removal, i.e.,&#x20;as initial metals concentration, pH value, contact time, and Cu-MOF dosage exhibited significant effect on the adsorption process. The adsorption process fit well with Freundlich isotherm with <italic>R</italic>
<sup>2</sup> (0.995, 0.997, 0.996) for Cd, Pb, and Cr, respectively. This indicates the formation of a multilayer on the surface of the adsorbent. The adsorbent in this study reveals very good potentials for simultaneous removal of toxic metals from high-volume contaminated wastewaters. It can also be used as an adsorbent instead of more expensive and ineffective materials.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>HWH performed the experiment; HWH and MAC collected the data and drafted the manuscript; MA validated the data; AAD designed the study and supervision; AAD and MA edited the manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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="s8">
<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>
<ack>
<p>The authors would like to gratefully acknowledged Dilla University for financial support and provision of laboratory facilities.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Singh</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Heavy Metal Removal from Wastewater Using Various Adsorbents: a Review</article-title>. <source>J.&#x20;Water Reuse Desalin.</source> <volume>7</volume> (<issue>4</issue>), <fpage>387</fpage>&#x2013;<lpage>419</lpage>. <pub-id pub-id-type="doi">10.2166/wrd.2016.104</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahluwalia</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Goyal</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Microbial and Plant Derived Biomass for Removal of Heavy Metals from Wastewater</article-title>. <source>Bioresour. Tech.</source> <volume>98</volume> (<issue>12</issue>), <fpage>2243</fpage>&#x2013;<lpage>2257</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2005.12.006</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aksu</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Application of Biosorption for the Removal of Organic Pollutants: a Review</article-title>. <source>Process. Biochem.</source> <volume>40</volume> (<issue>3-4</issue>), <fpage>997</fpage>&#x2013;<lpage>1026</lpage>. <pub-id pub-id-type="doi">10.1016/j.procbio.2004.04.008</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Asghar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bello</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Raman</surname>
<given-names>A. A. A.</given-names>
</name>
</person-group> (<year>2021</year>). &#x201c;<article-title>Metal-Organic Frameworks for Heavy Metal Removal</article-title>,&#x201d; in <source>Applied Water Science Volume 2</source>, ed(s). <person-group person-group-type="editor">
<name>
<surname>Inamuddin</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Ahamed</surname>
<given-names>M. I.</given-names>
</name>
<name>
<surname>Boddula</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rangreez</surname>
<given-names>T. A.</given-names>
</name>
</person-group> (<publisher-name>John Wiley &#x26; Sons</publisher-name>), <fpage>321</fpage>&#x2013;<lpage>356</lpage>. <pub-id pub-id-type="doi">10.1002/9781119725282.ch9</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Atieh</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Bakather</surname>
<given-names>O. Y.</given-names>
</name>
<name>
<surname>Tawabini</surname>
<given-names>B. S.</given-names>
</name>
<name>
<surname>Bukhari</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Khaled</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alharthi</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Removal of Chromium (III) from Water by Using Modified and Nonmodified Carbon Nanotubes</article-title>. <source>J.&#x20;Nanomater.</source> <volume>2010</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1155/2010/232378</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aziz</surname>
<given-names>H. A.</given-names>
</name>
<name>
<surname>Adlan</surname>
<given-names>M. N.</given-names>
</name>
<name>
<surname>Hui</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Zahari</surname>
<given-names>M. S. M.</given-names>
</name>
<name>
<surname>Hameed</surname>
<given-names>B. H.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Removal of Ni, Cd, Pb, Zn and Colour from Aqueous Solution Using Potential Low Cost Adsorbent. Indian J</article-title>. <source>Eng. Mater. Sci.</source> <volume>12</volume> (<issue>3</issue>), <fpage>248</fpage>&#x2013;<lpage>258</lpage>. </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bakhtiari</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Azizian</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Adsorption of Copper Ion from Aqueous Solution by Nanoporous MOF-5: a Kinetic and Equilibrium Study</article-title>. <source>J.&#x20;Mol. Liquids</source> <volume>206</volume>, <fpage>114</fpage>&#x2013;<lpage>118</lpage>. <pub-id pub-id-type="doi">10.1016/j.molliq.2015.02.009</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Burg</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Meyerstein</surname>
<given-names>D</given-names>
</name>
</person-group>. (<year>2012</year>). <article-title>&#x201c;The Chemistry of Monovalent Copper in Aqueous Solutions</article-title>,&#x201d; in <source>Advances in Inorganic Chemistry</source>, ed (s). <person-group person-group-type="editor">
<name>
<surname>Eldik</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ivanovi&#x107;-Burmazovi&#x107;</surname>
<given-names>I.</given-names>
</name>
</person-group> (<publisher-name>Academic Press</publisher-name>), <fpage>219</fpage>&#x2013;<lpage>261</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-12-396462-5.00007-6</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>EDTA Functionalized Magnetic Graphene Oxide for Removal of Pb(II), Hg(II) and Cu(II) in Water Treatment: Adsorption Mechanism and Separation Property</article-title>. <source>Chem. Eng. J.</source> <volume>281</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2015.06.043</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dehghankar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mohammadi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Moghadam</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Tofighy</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Metal-organic Framework/zeolite Nanocrystal/polyvinylidene Fluoride Composite Ultrafiltration Membranes with Flux/antifouling Advantages</article-title>. <source>Mater. Chem. Phys.</source> <volume>260</volume>, <fpage>124128</fpage>. <pub-id pub-id-type="doi">10.1016/j.matchemphys.2020.124128</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dula</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Siraj</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kitte</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Adsorption of Hexavalent Chromium from Aqueous Solution Using Chemically Activated Carbon Prepared from Locally Available Waste of Bamboo (Oxytenanthera Abyssinica)</article-title>. <source>Int. Sch. Res. Notices</source> <volume>2014</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1155/2014/438245</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Efome</surname>
<given-names>J.&#x20;E.</given-names>
</name>
<name>
<surname>Rana</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Matsuura</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>C. Q.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Metal-organic Frameworks Supported on Nanofibers to Remove Heavy Metals</article-title>. <source>J.&#x20;Mater. Chem. A.</source> <volume>6</volume> (<issue>10</issue>), <fpage>4550</fpage>&#x2013;<lpage>4555</lpage>. <pub-id pub-id-type="doi">10.1039/c7ta10428f</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esrafili</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Safarifard</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Tahmasebi</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Esrafili</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Morsali</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Functional Group Effect of Isoreticular Metal-Organic Frameworks on Heavy Metal Ion Adsorption</article-title>. <source>New J.&#x20;Chem.</source> <volume>42</volume> (<issue>11</issue>), <fpage>8864</fpage>&#x2013;<lpage>8873</lpage>. <pub-id pub-id-type="doi">10.1039/C8NJ01150H</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Evwierhoma</surname>
<given-names>E. T.</given-names>
</name>
<name>
<surname>Madubiko</surname>
<given-names>O. D.</given-names>
</name>
<name>
<surname>Jaiyeola</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Preparation and Characterization of Activated Carbon from Bean Husk</article-title>. <source>Nig. J.&#x20;Tech.</source> <volume>37</volume> (<issue>3</issue>), <fpage>674</fpage>&#x2013;<lpage>678</lpage>. <pub-id pub-id-type="doi">10.4314/njt.v37i3.17</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fanta</surname>
<given-names>F. T.</given-names>
</name>
<name>
<surname>Dubale</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Bebizuh</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Atlabachew</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Copper Doped Zeolite Composite for Antimicrobial Activity and Heavy Metal Removal from Waste Water</article-title>. <source>BMC Chem.</source> <volume>13</volume> (<issue>1</issue>), <fpage>44</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1186/s13065-019-0563-1</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname>
<given-names>V. K.</given-names>
</name>
<name>
<surname>Jain</surname>
<given-names>C. K.</given-names>
</name>
<name>
<surname>Ali</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Sharma</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Saini</surname>
<given-names>V. K.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Removal of Cadmium and Nickel from Wastewater Using Bagasse Fly Ash-A Sugar Industry Waste</article-title>. <source>Water Res.</source> <volume>37</volume> (<issue>16</issue>), <fpage>4038</fpage>&#x2013;<lpage>4044</lpage>. <pub-id pub-id-type="doi">10.1016/s0043-1354(03)00292-6</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname>
<given-names>N. K.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bae</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>K. S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Chemisorption of Hydrogen Sulfide Over Copper-Based Metal-Organic Frameworks: Methanol and UV-Assisted Regeneration</article-title>. <source>RSC Adv.</source> <volume>11</volume>, <fpage>4890</fpage>&#x2013;<lpage>4900</lpage>. <pub-id pub-id-type="doi">10.1039/D0RA09017D</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamidpour</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Afyuni</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kalbasi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Khoshgoftarmanes</surname>
<given-names>A. H.</given-names>
</name>
<name>
<surname>Inglezakis</surname>
<given-names>V. J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Mobility and Plant-Availability of Cd(II) and Pb(II) Adsorbed on Zeolite and Bentonite</article-title>. <source>Appl. Clay Sci.</source> <volume>48</volume> (<issue>3</issue>), <fpage>342</fpage>&#x2013;<lpage>348</lpage>. <pub-id pub-id-type="doi">10.1016/j.clay.2010.01.004</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hermes</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zacher</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Baunemann</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>W&#xf6;ll</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Selective Growth and MOCVD Loading of Small Single Crystals of MOF-5 at Alumina and Silica Surfaces Modified with Organic Self-Assembled Monolayers</article-title>. <source>Chem. Mater.</source> <volume>19</volume> (<issue>9</issue>), <fpage>2168</fpage>&#x2013;<lpage>2173</lpage>. <pub-id pub-id-type="doi">10.1021/cm06285410.1021/cm062854&#x2b;</pub-id>&#x2b; </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hoseinzadeh</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hayati</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Shahmoradi Ghaheh</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Seifpanahi-Shabani</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Mahmoodi</surname>
<given-names>N. M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Development of Room Temperature Synthesized and Functionalized Metal-Organic Framework/graphene Oxide Composite and Pollutant Adsorption Ability</article-title>. <source>Mater. Res. Bull.</source> <volume>142</volume>, <fpage>111408</fpage>. <pub-id pub-id-type="doi">10.1016/j.materresbull.2021.111408</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hussain</surname>
<given-names>A. Z.</given-names>
</name>
<name>
<surname>Sheriff</surname>
<given-names>K. M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Removal of Heavy Metals from Wastewater Using Low Cost Adsorbents</article-title>. <source>Arch. Appl. Sci. Res.</source> <volume>6</volume> (<issue>6</issue>), <fpage>52</fpage>&#x2013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.5772/intechopen.95841</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Igwe</surname>
<given-names>J.&#x20;C.</given-names>
</name>
<name>
<surname>Abia</surname>
<given-names>A. A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Adsorption Isotherm Studies of Cd (II), Pb (II) and Zn (II) Ions Bioremediation from Aqueous Solution Using Unmodified and EDTA-Modified maize Cob</article-title>. <source>Eclet. Qu&#xed;m.</source> <volume>32</volume> (<issue>1</issue>), <fpage>33</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1590/S0100-46702007000100005</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jayaweera</surname>
<given-names>H. D. A. C.</given-names>
</name>
<name>
<surname>Siriwardane</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>de Silva</surname>
<given-names>K. M. N.</given-names>
</name>
<name>
<surname>de Silva</surname>
<given-names>R. M.</given-names>
</name>
</person-group>, (<year>2018</year>). <article-title>Synthesis of Multifunctional Activated Carbon Nanocomposite Comprising Biocompatible Flake Nano Hydroxyapatite and Natural Turmeric Extract for the Removal of Bacteria and lead Ions from Aqueous Solution</article-title>. <source>Chem. Cent. J.</source> <volume>12</volume> (<issue>1</issue>), <fpage>18</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1186/s13065-018-0384-7</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kowsura</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pangkumhang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Pangkumhang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jutaporn</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Tanboonchuy</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Isotherm Models of Heavy Metal Sorption onto Zinc-Tricarboxylic</article-title>. <source>Ijcea</source> <volume>8</volume> (<issue>3</issue>), <fpage>179</fpage>&#x2013;<lpage>183</lpage>. <pub-id pub-id-type="doi">10.18178/ijcea.2017.8.3.652</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xue</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Lei</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Preparation of Bamboo-like PPy Nanotubes and Their Application for Removal of Cr(VI) Ions in Aqueous Solution</article-title>. <source>J.&#x20;Colloid Interf. Sci.</source> <volume>378</volume> (<issue>1</issue>), <fpage>30</fpage>&#x2013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcis.2012.03.065</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ngo</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Enhancement of Cr(VI) Removal by Modifying Activated Carbon Developed from Zizania Caduciflora with Tartaric Acid during Phosphoric Acid Activation</article-title>. <source>Chem. Eng. J.</source> <volume>246</volume>, <fpage>168</fpage>&#x2013;<lpage>174</lpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2014.02.046</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Kinetics and Thermodynamics of lead (II) Adsorption on Vermiculite</article-title>. <source>Sep. Sci. Tech.</source> <volume>42</volume> (<issue>1</issue>), <fpage>185</fpage>&#x2013;<lpage>202</lpage>. <pub-id pub-id-type="doi">10.1080/01496390600998045</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lo</surname>
<given-names>S.-F.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.-Y.</given-names>
</name>
<name>
<surname>Tsai</surname>
<given-names>M.-J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>L.-D.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Adsorption Capacity and Removal Efficiency of Heavy Metal Ions by Moso and Ma Bamboo Activated Carbons</article-title>. <source>Chem. Eng. Res. Des.</source> <volume>90</volume> (<issue>9</issue>), <fpage>1397</fpage>&#x2013;<lpage>1406</lpage>. <pub-id pub-id-type="doi">10.1016/j.cherd.2011.11.020</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loera-Serna</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Oliver-Tolentino</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>de Lourdes L&#xf3;pez-N&#xfa;&#xf1;ez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Santana-Cruz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Guzm&#xe1;n-Vargas</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cabrera-Sierra</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Electrochemical Behavior of [Cu3(BTC)2] Metal-Organic Framework: The Effect of the Method of Synthesis</article-title>. <source>J.&#x20;Alloys Comp.</source> <volume>540</volume>, <fpage>113</fpage>&#x2013;<lpage>120</lpage>. <pub-id pub-id-type="doi">10.1016/j.jallcom.2012.06.030</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Madadrang</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>H. Y.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Adsorption Behavior of EDTA-Graphene Oxide for Pb (II) Removal</article-title>. <source>ACS Appl. Mater. Interfaces</source> <volume>4</volume> (<issue>3</issue>), <fpage>1186</fpage>&#x2013;<lpage>1193</lpage>. <pub-id pub-id-type="doi">10.1021/am201645g</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahmoodi</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Arabloo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abdi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Laccase Immobilized Manganese Ferrite Nanoparticle: Synthesis and LSSVM Intelligent Modeling of Decolorization</article-title>. <source>Water Res.</source> <volume>67</volume>, <fpage>216</fpage>&#x2013;<lpage>226</lpage>. <pub-id pub-id-type="doi">10.1016/j.watres.2014.09.011</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahmoodi</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Saffar-Dastgerdi</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Zeolite Nanoparticle as a superior Adsorbent with High Capacity: Synthesis, Surface Modification and Pollutant Adsorption Ability from Wastewater</article-title>. <source>Microchemical J.</source> <volume>145</volume>, <fpage>74</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.microc.2018.10.018</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Majeed</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Muhammed</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Rasheed</surname>
<given-names>K. A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Removal of Zinc, Chromium and Nickel from Industrial Waste Water Using Rice Husk</article-title>. <source>Iraqi J.&#x20;Sci.</source> <volume>55</volume> (<issue>2A</issue>), <fpage>411</fpage>&#x2013;<lpage>418</lpage>. </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mico</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Peris</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>S&#xe1;nchez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Recatal&#xe1;</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Heavy Metal Content of Agricultural Soils in a Mediterranean Semiarid Area: the Segura River Valley (Alicante, Spain)</article-title>. <source>Span.J.&#x20;Agric. Res.</source> (<issue>4</issue>), <fpage>363</fpage>&#x2013;<lpage>372</lpage>. </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mopoung</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Moonsri</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Palas</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Khumpai</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Characterization and Properties of Activated Carbon Prepared from Tamarind Seeds by KOH Activation for Fe(III) Adsorption from Aqueous Solution</article-title>. <source>Scientific World J.</source> <volume>2015</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1155/2015/415961</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mubarak</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Sahu</surname>
<given-names>J.&#x20;N.</given-names>
</name>
<name>
<surname>Abdullah</surname>
<given-names>E. C.</given-names>
</name>
<name>
<surname>Jayakumar</surname>
<given-names>N. S.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Removal of Heavy Metals from Wastewater Using Carbon Nanotubes</article-title>. <source>Sep. Purif. Rev.</source> <volume>43</volume> (<issue>4</issue>), <fpage>311</fpage>&#x2013;<lpage>338</lpage>. <pub-id pub-id-type="doi">10.1080/15422119.2013.821996</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nguyen</surname>
<given-names>T. A. H.</given-names>
</name>
<name>
<surname>Ngo</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>W. S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yue</surname>
<given-names>Q. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Applicability of Agricultural Waste and By-Products for Adsorptive Removal of Heavy Metals from Wastewater</article-title>. <source>Bioresour. Tech.</source> <volume>148</volume>, <fpage>574</fpage>&#x2013;<lpage>585</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2013.08.124</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oliveira</surname>
<given-names>W. E.</given-names>
</name>
<name>
<surname>Franca</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Oliveira</surname>
<given-names>L. S.</given-names>
</name>
<name>
<surname>Rocha</surname>
<given-names>S. D.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Untreated Coffee Husks as Biosorbents for the Removal of Heavy Metals from Aqueous Solutions</article-title>. <source>J.&#x20;Hazard. Mater.</source> <volume>152</volume> (<issue>3</issue>), <fpage>1073</fpage>&#x2013;<lpage>1081</lpage>. <pub-id pub-id-type="doi">10.1016/j.jhazmat.2007.07.085</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qasem</surname>
<given-names>N. A. A.</given-names>
</name>
<name>
<surname>Mohammed</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Lawal</surname>
<given-names>D. U.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Removal of Heavy Metal Ions from Wastewater: a Comprehensive and Critical Review</article-title>. <source>Npj&#x20;Clean. Water</source> <volume>4</volume>, <fpage>36</fpage>. <pub-id pub-id-type="doi">10.1038/s41545-021-00127-0</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rajasulochana</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Preethy</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Comparison on Efficiency of Various Techniques in Treatment of Waste and Sewage Water - A Comprehensive Review</article-title>. <source>Resource-Efficient Tech.</source> <volume>2</volume> (<issue>4</issue>), <fpage>175</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1016/j.reffit.2016.09.004</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rashed</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Soltan</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Ahmed</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Abdou</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Heavy Metals Removal from Wastewater by Adsorption on Modified Physically Activated Sewage Sludge</article-title>. <source>Arc Org. Inorg. Chem. Sci.</source> <volume>1</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.32474/aoics.2018.01.000102</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bhattacharya</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Drinking Water Contamination and Treatment Techniques</article-title>. <source>Appl. Water Sci.</source> <volume>7</volume> (<issue>3</issue>), <fpage>1043</fpage>&#x2013;<lpage>1067</lpage>. <pub-id pub-id-type="doi">10.1007/s13201-016-0455-7</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Srivastava</surname>
<given-names>V. C.</given-names>
</name>
<name>
<surname>Mall</surname>
<given-names>I. D.</given-names>
</name>
<name>
<surname>Mishra</surname>
<given-names>I. M.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Removal of Cadmium (II) and Zinc (II) Metal Ions from Binary Aqueous Solution by rice Husk Ash</article-title>. <source>Colloids Surf. A: Physicochem. Eng.Asp</source> <volume>312</volume> (<issue>2-3</issue>), <fpage>172</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1016/j.colsurfa.2007.06.048</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Tesfaye</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Removal of Lead from Wastewater Using Corncob Activated Carbon as an Adsorbent</article-title>. <source>M.Sc Thesis</source>. <publisher-loc>Addis Ababa</publisher-loc>: <publisher-name>Addis Ababa University</publisher-name> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thamilarasu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Karunakaran</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Kinetic, Equilibrium and Thermodynamic Studies on Removal of Cr (VI) by Activated Carbon Prepared from Ricinus communis Seed Shell</article-title>. <source>Can. J.&#x20;Chem. Eng.</source> <volume>91</volume> (<issue>1</issue>), <fpage>9</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1002/cjce.20675</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="book">
<collab>WHO</collab> (<year>2011</year>). <source>Guidelines for Drinking Water Quality</source>. <edition>4th edn</edition>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization ( WHO</publisher-name>. <isbn>ISBN 978&#x20;92 4&#x20;154815 1</isbn>. </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xie</surname>
<given-names>M.-H.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Guan</surname>
<given-names>R.-F.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.-M.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>G.-H.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Novel CO2 Fluorescence Turn-On Quantification Based on a Dynamic AIE-Active Metal-Organic Framework</article-title>. <source>ACS Appl. Mater. Interfaces</source> <volume>10</volume> (<issue>3</issue>), <fpage>2868</fpage>&#x2013;<lpage>2873</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.7b17793</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Bimetallic Metal-Organic Frameworks for Gas Storage and Separation</article-title>. <source>Cryst. Growth Des.</source> <volume>17</volume> (<issue>4</issue>), <fpage>1450</fpage>&#x2013;<lpage>1455</lpage>. <pub-id pub-id-type="doi">10.1021/acs.cgd.7b00166</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhuang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kuo</surname>
<given-names>C.-H.</given-names>
</name>
<name>
<surname>Chou</surname>
<given-names>L.-Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>D.-Y.</given-names>
</name>
<name>
<surname>Weerapana</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Tsung</surname>
<given-names>C.-K.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Optimized Metal-Organic-Framework Nanospheres for Drug Delivery: Evaluation of Small-Molecule Encapsulation</article-title>. <source>ACS nano</source> <volume>8</volume> (<issue>3</issue>), <fpage>2812</fpage>&#x2013;<lpage>2819</lpage>. <pub-id pub-id-type="doi">10.1021/nn406590q</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Khan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Alsaedi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Environmental Remediation and Application of Nanoscale Zero-Valent Iron and its Composites for the Removal of Heavy Metal Ions: a Review</article-title>. <source>Environ. Sci. Technol.</source> <volume>50</volume> (<issue>14</issue>), <fpage>7290</fpage>&#x2013;<lpage>7304</lpage>. <pub-id pub-id-type="doi">10.1021/acs.est.6b01897</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>