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<article article-type="review-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. Chem. Eng.</journal-id>
<journal-title>Frontiers in Chemical Engineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem. Eng.</abbrev-journal-title>
<issn pub-type="epub">2673-2718</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">838605</article-id>
<article-id pub-id-type="doi">10.3389/fceng.2022.838605</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemical Engineering</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Review of Recent Advances in Spent Coffee Grounds Upcycle Technologies and Practices</article-title>
<alt-title alt-title-type="left-running-head">Johnson et al.</alt-title>
<alt-title alt-title-type="right-running-head">SCG Upcycle Technology Review</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Johnson</surname>
<given-names>Kevin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1604609/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lu</surname>
<given-names>Mingming</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/1044653/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Chemical and Environmental Engineering</institution>, <institution>University of Cincinnati (UC)</institution>, <addr-line>Cincinnati</addr-line>, <addr-line>OH</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Ultrasound and Optical Imaging Laboratory</institution>, <institution>Department of Bioengineering</institution>, <institution>The University of Texas at Arlington</institution>, <addr-line>Arlington</addr-line>, <addr-line>TX</addr-line>, <country>United States</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/1095878/overview">Fahmi Abu Al-Rub</ext-link>, Jordan University of Science and Technology, Jordan</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/1066788/overview">Ivy Ai Wei Tan</ext-link>, Universiti Malaysia Sarawak, Malaysia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/824519/overview">Aikaterini Ioannis Vavouraki</ext-link>, Technical University of Crete, Greece</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mingming Lu, <email>mingming.lu@uc.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Sustainable Process Engineering, a section of the journal Frontiers in Chemical Engineering</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>4</volume>
<elocation-id>838605</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Johnson, Liu and Lu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Johnson, Liu and Lu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Coffee is the world&#x2019;s second largest beverage only next to water. After coffee consumption, spent coffee grounds (SCGs) are usually thrown away and eventually end up in landfills. In recent years, technologies and policies are actively under development to change this century old practice, and develop SCGs into value added energy and materials. In this paper, technologies and practices are classified into two categories, those reuses SCGs entirely, and those breakdown SCGs and reuse by components. This article provided a brief review of various ways to reuse SCGs published after 2017, and provided more information on SCG quantity, SCG biochar development for pollutant removal and using SCG upcycle cases for education. SCG upcycle efforts align the best with the UN Sustainable Development Goals (SDG) &#x23;12 &#x201c;ensure sustainable consumption and production patterns,&#x201d; the resultant fuel products contribute to SDG &#x23;7 &#x201c;affordable and clean energy,&#x201d; and the resultant biochar products contribute to SDG &#x23;6, &#x201c;clean water and sanitation.&#x201d;</p>
</abstract>
<kwd-group>
<kwd>spent coffee grounds</kwd>
<kwd>upcycle</kwd>
<kwd>direct transesterification</kwd>
<kwd>biodiesel</kwd>
<kwd>biochar</kwd>
<kwd>direct SCG reuse</kwd>
<kwd>compositional SCG recovery</kwd>
<kwd>refuse derived fuel</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Coffee is the world&#x2019;s second most traded goods only next to oil, and it is the world&#x2019;s second largest beverage only next to water. The world&#x2019;s coffee consumption in 2020/2021 is nearly 10 million tonnes, with annual increase of about 1% since 2017 (<xref ref-type="bibr" rid="B53">ICO, 2021</xref>).</p>
<p>Only about 30% coffee bean&#x2019;s mass can be extracted into the coffee we drink, thus a larger fraction ends up as spent coffee grounds, which has been mainly disposed of as waste. SCG reuse has received much more attention, especially in the recent decade. A byproduct from food and beverage applications, the quality of SCGs is higher and more consistent than other wastes, with the possibility to recycle single stream. These desirable aspects together with the diverse chemical compositions of SCGs, offer a desirable case for product upcycle. Indeed, public interests in SCG upcycle are increasing, together with supportive polices to drive technology development. This has been reflected in the number of publications as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, which is also consistent with other similar reports. An increase in the number of publications on SCG reuse from 2011 to 2017 was reported by (<xref ref-type="bibr" rid="B67">Kourmentza et al., 2018</xref>), and another more significant increase afterwards (<xref ref-type="bibr" rid="B22">Bottani et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Battista et al., 2021</xref>). As an example, a total of 189 publications on SCG reuse were found from Scopus database up to 2019 (<xref ref-type="bibr" rid="B18">Battista et al., 2021</xref>). This number aligns with that found in the Web of Science database with publications versus year by search term presented in <xref ref-type="fig" rid="F1">Figure 1</xref> with some specific search additions (pellet, biodiesel, biorefinery) to show different trends in research.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Number of publications from the Web of Science database from 2010 to 2021 based on the topic search category. <bold>(A)</bold> &#x2018;spent coffee ground&#x2a;&#x2019;, <bold>(B)</bold> &#x2018;spent coffee ground&#x2a;&#x2019; and &#x2018;pellet&#x2019;, <bold>(C)</bold> &#x2018;spent coffee ground&#x2a;&#x2019; and &#x2018;biodiesel&#x2019;, <bold>(D)</bold> &#x2018;spent coffee ground&#x2a;&#x2019; and &#x2018;biorefinery.&#x2019;</p>
</caption>
<graphic xlink:href="fceng-04-838605-g001.tif"/>
</fig>
<p>The significant increase since 2018 may be due to the promotion of sustainable policy and practices, such as EU Directive 2018/851 amending Directive 2008/98/EC on waste, the initiatives in the US on landfill diversion, food waste reuse, and various similar initiatives elsewhere.</p>
<p>It is suggested that EU Directive 2018/851 boosted technology development of value-added compounds from SCGs, such as antioxidants and polyphenols, and as fillers on polymers, sustainable dyes, etc., have also been investigated, while SCG reuse as biodiesel and biomass fuel remain &#x201c;trendy&#x201d; (<xref ref-type="bibr" rid="B18">Battista et al., 2021</xref>). A 2019 review (<xref ref-type="bibr" rid="B86">McNutt and He, 2019</xref>) summarized different SCG reuse technologies in three categories, energy, food and health, and materials. Some technologies reused SCGs as a whole, such as compost, digestion, animal feed, material fillers, and solid fuels, etc. Other reuse technologies separate SCGs into different fractions and upcycle each fraction separately based on the concept of a biorefinery.</p>
<p>In recent years, there have been publicaitons on the biorefinery approach to reuse all the components of SCGs. Biorefining, as described by IEA, &#x201c;is the sustainable processing of biomass into a spectrum of products and energy&#x201d; (<xref ref-type="bibr" rid="B133">Van Ree et al., 2019</xref>). It refers to a series of sequential reuse processes to recover different components of SCGs in a zero-waste approach. As an example, SCG can be first extracted for water soluble polyphenols, caffeine, and antioxidants, etc. which have pharmaceutical and cosmetic applications and are deemed high value extracts. Next is hydrolysis to extract cellulose and hemicellulose as a substrate for fermentation as bioethanol or other biotechnology applications. Then it comes lipid extraction which can be used for biodiesel. Glycerin, the byproduct, can also be used as fuel or chemicals. The solids left can be developed into biochar, bio-oil, or fuel pellets (<xref ref-type="bibr" rid="B84">Mata et al., 2018</xref>).</p>
<p>Therefore, the goal of this review are three folds. First is to summarize recent SCG upcycle technologies since 2017, so as to identify current research interests. SCG reuse technologies and practices are classified into two categories, direct reuse and compositional reuse. Direct reuse refers to technology/practices using SCGs as a whole without much processing (except simple washing and dying), while compositional reuse refers to those separating SCGs into various components.</p>
<p>A second goal is to fill some gaps from previous reviews in SCG quantities and SCG redevelopment as biochar for pollutant removal. A third goal is to explore a simplified version of biorefinery to upcycle different components of SCGs at the community scale. A summary of the SCG inventory and compositional analysis of SCG will be first presented which provides a practical and theoretical basis of various reuse pathways.</p>
</sec>
<sec id="s2">
<title>SCG&#x2019;s Quantities Generated From Different Sources</title>
<p>SCGs are generated by individuals, coffee shops, food services, and coffee producers. The exact determination of SCG inventory and compositional variation is limited from all of these generators largely due to its waste nature. SCG inventory information from coffee consumers also tends to be limited and sporadic.</p>
<p>An urban university (50,000 students) in a mid-sized US city can generate about 11 metric tonnes of SCGs annually from its campuses and vicinity. About 20 tonnes of SCGs can be collected from individual coffee shops in a town of about 45,000 people in the Eastern US (<xref ref-type="bibr" rid="B25">Carney, 2018</xref>). An inventory study in Sydney, Australia estimated that 3,000 metric tonnes of SCGs could be available for upcycle, and people accept a slight increase in cost for SCGs collection (<xref ref-type="bibr" rid="B109">PlanetArk, 2016</xref>). A detailed inventory in Italy by region indicated that more than 38,525 tonnes of SCGs can be produced in 2019 (<xref ref-type="bibr" rid="B22">Bottani et al., 2019</xref>).</p>
<p>Estimating SCG quantity from a community usually needs a detailed inventory of each commercial generator, while SCG generated by coffee producers tend to be inaccessible to the public. One of Nestle&#x2019;s Spain facilities generated 45,000 metric tonnes of coffee grounds per year (<xref ref-type="bibr" rid="B95">Nestle, 2020</xref>). Another Nestle facility in Northeastern US produces about 40,000 tonnes of wet SCG annually. Starbucks has been estimated to generate approximately 90,000 tonnes of SCG per year in the United States alone (<xref ref-type="bibr" rid="B87">Misra et al., 2008</xref>).</p>
<p>A few internet sources indicated that Tim Horton sells two billion cups of coffee per year (<xref ref-type="bibr" rid="B36">Cuthbertson, 2018</xref>; <xref ref-type="bibr" rid="B31">CISION, 2020</xref>). Assuming 7&#x2013;11&#xa0;g of coffee produces a cup of coffee (<xref ref-type="bibr" rid="B22">Bottani et al., 2019</xref>; <xref ref-type="bibr" rid="B20">Bio-Bean 2021</xref>), it is estimated that Tim Horton has 180,000 tonnes of SCG per year, which is about 300,000 tonnes of wet SCGs per year (assuming 60% moisture).</p>
<p>Up to 50% of the SCGs are produced in small scales by coffee shops, restaurants, cafeterias or individuals, while large scale SCG producers are mostly from soluble coffee production (<xref ref-type="bibr" rid="B124">Taifouris et al., 2021</xref>). Since coffee shops must pay for SCGs disposal, many are willing to give them away at low or no cost. Inventory estimate from end users is a complex process and SCG collection is very costly.</p>
<p>Different SCG generation rates have been used by different types of SCG generators. As an example, coffee vendors report their coffee sales by cups. A widely cited estimation is that 0.65&#xa0;g of SCG can be generated per Gram of green coffee beans (<xref ref-type="bibr" rid="B92">Murthy and Naidu, 2012</xref>). This is consistent with other studies, that coffee beans can lose 11&#x2013;20% of weight due to roasting, and 20&#x2013;32% of bean grinds/powders can be dissolved in water to become one cup of coffee (<xref ref-type="bibr" rid="B43">Go et al., 2016</xref>; <xref ref-type="bibr" rid="B144">Kamil et al., 2020</xref>). Another parameter for SCG estimation is that up to 0.91&#xa0;g of SCGs can be generated per Gram of coffee (<xref ref-type="bibr" rid="B37">Dugmore, 2014</xref>).</p>
</sec>
<sec id="s3">
<title>SCG Compositions</title>
<p>SCGs usually come as wet with moisture contents varying from 42&#xa0;wt% (Colantoni et al., 2021) to 65&#xa0;wt% (<xref ref-type="bibr" rid="B2">Abomohra et al., 2021</xref>). The elemental compositions of SCGs are shown in <xref ref-type="table" rid="T1">Table 1</xref>, which highly dependent on the bean source and processing. The C/N ratio is a vital indicator for composting, ranged from 18:1 to 48:1. The low sulfur content (mostly &#x3c;0.4%) suggested low sulfur dioxide formation expected when using SCGs as fuels. In addition, the ash content of SCGs is relatively low compared to other types of biomass fuels, such as wood (<xref ref-type="bibr" rid="B129">Todaro et al., 2015</xref>), bamboo, rice straw (<xref ref-type="bibr" rid="B78">Liu et al., 2013</xref>), palm kernel shell (<xref ref-type="bibr" rid="B101">Onochie et al., 2017</xref>), and oat hull (<xref ref-type="bibr" rid="B1">Abedi and Dalai, 2017</xref>). The low ash content makes SCGs desirable as a solid fuel, activated carbon or biochar. The average value of carbon element in SCG is from 46.23&#x2013;68.52%, which is similar to data collected by two other research groups (<xref ref-type="bibr" rid="B84">Mata et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Battista et al., 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Recent studies on elemental compositions of SCGs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="6" align="left">Elemental analysis (%)</th>
<th align="center">HHV (MJ/kg)</th>
<th align="center">References</th>
</tr>
<tr>
<th align="left">N</th>
<th align="center">C</th>
<th align="center">H</th>
<th align="center">S</th>
<th align="center">O</th>
<th align="center">Ash</th>
<th align="center">&#x2014;</th>
<th align="center">&#x2014;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1.93 &#xb1; 0.07</td>
<td align="center">46.23 &#xb1; 1.13</td>
<td align="center">7.32 &#xb1; 0.17</td>
<td align="center">0.26 &#xb1; 0.11</td>
<td align="center">41.86 &#xb1; 1.21</td>
<td align="center">2.42 &#xb1; 0.06</td>
<td align="center">22.49</td>
<td align="left">
<xref ref-type="bibr" rid="B76">Liu, (2015)</xref>
</td>
</tr>
<tr>
<td align="left">1.23 &#xb1; 0.03</td>
<td align="center">57.69 &#xb1; 2.04</td>
<td align="center">7.63 &#xb1; 0.82</td>
<td align="center">0.12 &#xb1; 0.02</td>
<td align="center">31.91 &#xb1; 2.88</td>
<td align="center">1.69 &#xb1;0.53</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B2">Abomohra et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">2.44 &#xb1; 0.10</td>
<td align="center">49.99 &#xb1; 1.53</td>
<td align="center">7.89 &#xb1; 0.13</td>
<td align="center">0.33 &#xb1; 0.08</td>
<td align="center">39.35 &#xb1; 1.47</td>
<td align="center">2.87 &#xb1; 1.88</td>
<td align="center">20.89</td>
<td align="left">Lee et al., 2021</td>
</tr>
<tr>
<td align="left">1.40 &#xb1; 1.20</td>
<td align="center">68.52 &#xb1; 10.20</td>
<td align="center">11.04 &#xb1; 3.05</td>
<td align="center">Trace</td>
<td align="center">NA</td>
<td align="center">0.90 &#xb1; 0.12</td>
<td align="center">22.24 &#xb1; 0.05</td>
<td align="left">
<xref ref-type="bibr" rid="B33">Colantoni et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">2.74</td>
<td align="center">56.79</td>
<td align="center">7.70</td>
<td align="center">0.25</td>
<td align="center">35.52</td>
<td align="center">2.06</td>
<td align="center">21.75</td>
<td align="left">
<xref ref-type="bibr" rid="B28">Chen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">2.51</td>
<td align="center">46.41</td>
<td align="center">6.59</td>
<td align="center">0.29</td>
<td align="center">42.57</td>
<td align="center">1.62</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B126">Taleb et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">2.63</td>
<td align="center">49.23</td>
<td align="center">6.53</td>
<td align="center">0.03</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B58">Kaya, (2020)</xref>
</td>
</tr>
<tr>
<td align="left">2&#x2013;4</td>
<td align="center">45&#x2013;58</td>
<td align="center">6&#x2013;7</td>
<td align="center">NA</td>
<td align="center">32&#x2013;47</td>
<td align="center">1.3&#x2013;2.2</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B18">Battista et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">1.9&#x2013;2.3</td>
<td align="center">47.8&#x2013;69.5</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">NA</td>
<td align="center">0.43&#x2013;2.2</td>
<td align="center">19.0&#x2013;26.9</td>
<td align="left">
<xref ref-type="bibr" rid="B84">Mata et al. (2018)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, not available, HHV, higher heating value.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Although the heating value (HHV) of SCGs is lower than fossil fuels, it is higher than most other biomass, such as energy crops and wood chips, etc. while the nitrogen and sulfur content can be an air pollution issue when used as fuels.</p>
<p>The lignocellulosic contents of SCGs (<xref ref-type="bibr" rid="B120">Sluiter et al., 2008</xref>) results are shown in <xref ref-type="table" rid="T2">Table 2</xref>. The high cellulose and hemicellulose contents suggested SCG&#x2019;s potential use as fermentation substrates (<xref ref-type="bibr" rid="B143">Zheng et al., 2009</xref>). The defatted (lipid removed by solvent extraction) SCG is also suitable for fermentation (<xref ref-type="bibr" rid="B77">Liu et al., 2017</xref>). Hemicellulose has a low decomposition temperature of about 220&#xb0;C (<xref ref-type="bibr" rid="B137">Yang et al., 2007</xref>; <xref ref-type="bibr" rid="B75">Liu et al., 2015</xref>), which can decompose to form acetic acid at 400&#xb0;C (<xref ref-type="bibr" rid="B118">Sermyagina et al., 2021</xref>), and tar during thermal recovery. These results are consistent with the literature (<xref ref-type="bibr" rid="B16">Ballesteros et al., 2014</xref>; <xref ref-type="bibr" rid="B73">Limousy et al., 2015</xref>; <xref ref-type="bibr" rid="B84">Mata et al., 2018</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Cellulose and lignin contents of SCGs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">SCG type</th>
<th align="center">Raw</th>
<th align="center">Defatted</th>
<th align="center">Raw</th>
<th align="center">Raw</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Cellulose (%)</td>
<td align="center">13.8&#x2013;14.8</td>
<td align="center">15.3&#x2013;18.5</td>
<td align="center">8.6&#x2013;15.3</td>
<td align="center">12.40 &#xb1; 0.79</td>
</tr>
<tr>
<td align="left">Hemicellulose (%)</td>
<td align="left"/>
<td align="left"/>
<td align="center">36.7 &#xb1; 5.0</td>
<td align="center">39.4 &#xb1; 1.94</td>
</tr>
<tr>
<td align="left">Arabinose</td>
<td align="left"/>
<td align="left"/>
<td align="center">1.7</td>
<td align="center">3.60 &#xb1; 0.52</td>
</tr>
<tr>
<td align="left">Mannose</td>
<td align="left"/>
<td align="left"/>
<td align="center">13.8</td>
<td align="center">19.07 &#xb1; 0.85</td>
</tr>
<tr>
<td align="left">Galactose</td>
<td align="left"/>
<td align="left"/>
<td align="center">21.2</td>
<td align="center">16.43 &#xb1; 1.66</td>
</tr>
<tr>
<td align="left">Total lignin (%)</td>
<td align="center">33.6</td>
<td align="center">32.5</td>
<td align="center">32.5&#x2013;33.6</td>
<td align="center">23.90 &#xb1; 1.70</td>
</tr>
<tr>
<td align="left">Klason lignin (%)</td>
<td align="center">28.2&#x2013;31.9</td>
<td align="center">29.5&#x2013;30.9</td>
<td align="center">30.9&#x2013;31.9</td>
<td align="center">17.59 &#xb1; 1.56</td>
</tr>
<tr>
<td align="left">Soluble lignin (%)</td>
<td align="center">1.7&#x2013;2.82</td>
<td align="center">1.51&#x2013;1.6</td>
<td align="center">1.6&#x2013;1.7</td>
<td align="center">6.31 &#xb1; 0.37</td>
</tr>
<tr>
<td align="left">References</td>
<td align="center">
<xref ref-type="bibr" rid="B67">Kourmentza et al. (2018)</xref>
</td>
<td align="center">
<xref ref-type="bibr" rid="B67">Kourmentza et al. (2018)</xref>
</td>
<td align="center">
<xref ref-type="bibr" rid="B84">Mata et al. (2018)</xref>
</td>
<td align="center">
<xref ref-type="bibr" rid="B86">McNutt &#x26; He, (2019)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>&#x2a;</bold>
<xref ref-type="bibr" rid="B86">McNutt &#x26; He, (2019)</xref> s used data from <xref ref-type="bibr" rid="B16">Ballesteros et al. (2014)</xref>, <xref ref-type="bibr" rid="B84">Mata et al. (2018)</xref> used data from <xref ref-type="bibr" rid="B24">Caetano et al. (2014)</xref> and <xref ref-type="bibr" rid="B67">Kourmentza et al. (2018)</xref> used data from both used data from <xref ref-type="bibr" rid="B24">Caetano et al. (2014)</xref> and used data from <xref ref-type="bibr" rid="B23">Caetano et al. (2017)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The size distribution of SCGs varies depending on the sources, and most are within 1&#xa0;mm. <xref ref-type="fig" rid="F2">Figure 2</xref> shows the size distribution of SCGs obtained from a US coffee chain store and after processing (<xref ref-type="bibr" rid="B122">Srivastava, 2020</xref>). The majority (42&#xa0;wt%) of raw SCGs are between 600 and 875&#xa0;&#xb5;m in size. After coffee oil removal via Soxhlet extraction, the size distribution shifted to smaller sizes with a majority (34&#xa0;wt%) of SCGs having a size between 125 and 425&#xa0;&#xb5;m. The size distribution also shifted after direct transesterification.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Size distribution of different SCGs, raw and defatted.</p>
</caption>
<graphic xlink:href="fceng-04-838605-g002.tif"/>
</fig>
</sec>
<sec id="s4">
<title>Direct SCG Reuse</title>
<sec id="s4-1">
<title>Refuse Derived Fuel</title>
<p>As an agro-industrial residual, SCG is also a renewable biomass. Their high caloric value, low ash, and low metal contents are desirable properties as a biomass fuel to replace fossil fuels in boilers or fireplaces. Research studies on SCG reuse as pellets or logs are also increasing over the years as SCG is considered as a renewable biomass fuel (<xref ref-type="bibr" rid="B22">Bottani et al., 2019</xref>).</p>
<p>SCG fuel pellets need to meet various standards of the counties/regions, such as the NF ago-pellet standard of France (<xref ref-type="bibr" rid="B100">Nosek et al., 2020</xref>), and the ENplus, a voluntary standard for biomass fuels in the EU mainly for ash and metals (<xref ref-type="bibr" rid="B33">Colantoni et al., 2021</xref>).</p>
<p>SCG pellets and logs are sold in Europe and the US (<xref ref-type="bibr" rid="B20">Bio-Bean, 2021</xref>). The reuse pathway of SCGs in boilers has undergone extensive development; in fact, it has been commercialized already due to the lower processing cost. SCGs are burnt for heat at several Nestl&#xe9; facilities (<xref ref-type="bibr" rid="B94">Nescafe, 2020</xref>; <xref ref-type="bibr" rid="B95">Nestle, 2020</xref>). SCGs was used to fuel the roasting process in coffee roasting companies (<xref ref-type="bibr" rid="B85">Mayson and Williams, 2021</xref>; <xref ref-type="bibr" rid="B7">Allesina, et al., 2017</xref>) to reduce waste generation and save fuel cost.</p>
<p>As with other SCG recovery technologies, the SCG drying process is crucial in its applications as fuels. SCGs usually contains up to 60% moisture. A moisture content of less than 10% is desirable for transportation and to reduce microbial growth during storage (<xref ref-type="bibr" rid="B131">Tun et al., 2020</xref>). <xref ref-type="bibr" rid="B131">Tun et al., 2020</xref> compared open-air sun drying, solar drying, and oven drying before concluding that solar drying was the most advantageous in terms of energy use and adequate SCG quality.</p>
<p>Studies indicated that burning SCG alone can result in incomplete combustion, lower boiler efficiency, and incompliance with regulations, such as the STN EN 303-5 2012 for maximum CO (<xref ref-type="bibr" rid="B100">Nosek et al., 2020</xref>). Another consideration is pellet durability, a property that is regulated due to concerns about transportation and slag formation in combustion systems; pellets produced with high SCG content can also result in poor mechanical pellet properties (<xref ref-type="bibr" rid="B135">Whittaker and Shield, 2017</xref>; <xref ref-type="bibr" rid="B136">Woo et al., 2021</xref>).</p>
<p>As a result of the above-mentioned reasons, SCGs tend to be mixed with other biomass residuals, such as wood/sawdust, tea leaves, coffee silver skin, etc. and processed into pellets or logs (<xref ref-type="bibr" rid="B22">Bottani et al., 2019</xref>; <xref ref-type="bibr" rid="B69">Kristanto and Wijaya, 2018</xref>; <xref ref-type="bibr" rid="B74">Lisowski et al., 2019</xref>; <xref ref-type="bibr" rid="B106">Park et al., 2020</xref>).</p>
</sec>
<sec id="s4-2">
<title>Anaerobic Digestion to Biogas</title>
<p>SCG digestion to produce biomethane is mainly through co-digestion with other organic wastes, such as food waste or manure, etc. and quantity control is essential to maintain good methane yield. A study using only SCGs for anaerobic digestion pretreated the SCGs with NaOH to break down lignin. The highest weight loading of NaOH (8%) was found to be the most effective with the yield of methane reaching 394&#xa0;ml/g volatile solid (<xref ref-type="bibr" rid="B42">Girotto et al., 2018</xref>).</p>
<p>A study on SCG co-digestion with pig manure reported over an order of magnitude improvement in methane production from 0.12 to 1.4 L<sub>methane</sub>/L<sub>reactor</sub>/day (<xref ref-type="bibr" rid="B102">Orfanoudaki et al., 2020</xref>). Other researchers have taken advantage of cow manure for co-digestion (<xref ref-type="bibr" rid="B145">Luz et al., 2017</xref>) by mixing SCGs and cow manure at 1:1 ratio, and reported approximately 10% higher biomethane yield compared to only cow manure. <xref ref-type="bibr" rid="B6">Akyol (2020)</xref> investigated a similar cow manure-SCG system to determine the ideal inoculum to substrate ratio (I:S). The methane yield increased with I:S from 0.5:1 up to 3:1, further increases in inoculum reduced methane output.</p>
<p>Co-digested raw and defatted SCGs with macroalgae, glycerin, and spent tea The SCG detaffing process increased specific methane yield by approximately 10% (<xref ref-type="bibr" rid="B13">Atelge et al., 2021</xref>). <xref ref-type="bibr" rid="B62">Kim et al., 2017</xref> used food waste (FW co-digested food waste (containing SCGs), Ulva biomass, waste activated sludge, and whey. <xref ref-type="bibr" rid="B128">Teixeira et al., 2021</xref> studied digestion of two different SCGs, with the industrial SCGs from a soluble coffee company and post-consumer SCGs from a university restaurant. For low SCG content (25&#xa0;wt%), no significant difference was seen between the sources. However, at high SCG loading (75&#xa0;wt%), the industrial SCG had an inhibitory effect that reduced methane yield.</p>
<p>As part of food waste from households and restaurants, SCGs will continue to be used in anerobic digestion. Since the free fatty acids and antioxidants can have inhibitory effects to biogas production, SCGs are better used as a co-substrate with proper quantity control.</p>
</sec>
</sec>
<sec id="s5">
<title>SCG Direct Soil Application</title>
<p>SCG has been used by many individuals in their gardens much earlier than various laboratory-developed technologies, from the anecdotal notion of &#x201c;SCG is good for acid-loving plants&#x201d; to a plethora of information on the internet as well as laboratory studies. SCG can function as mulch, compost, fertilizer, or even pest repellant in gardens (<xref ref-type="bibr" rid="B27">Chalker-Scott, 2009</xref>). An urban university in Midwest US collected compost SCGs, together with yard waste. SCG is less than 30% and coffee filters remained in the pile as a carbon source. The compost pile is mechanically turned regularly and matures (color changing from light to dark) within 6&#xa0;months to a year and is used for university landscapes and teaching gardens. SCG can be mixed with other components to be used as fertilizer and was found to enhance grapevine production (<xref ref-type="bibr" rid="B112">Ronga et al., 2020</xref>). SCG is also co-composted with manure or sludges and used for soil amendment (<xref ref-type="bibr" rid="B39">Emmanuel et al., 2017</xref>) SCG is rich in nitrogen and other organic materials and can be a potential medium to increase soil organic matter. However, the smaller particle size can be an issue for blocking water and air circulation when used as mulch. Multiple reports indicated that only a fraction of SCGs should be used as compost and its impact is plant-dependent.</p>
<p>Studies indicated that polyphenols, caffeine, and tannins in SCGs are possible causes of plant growth inhibition (<xref ref-type="bibr" rid="B48">Hardgrove and Livesley, 2016</xref>). SCG application (1% wt) can improve soil enzymatic activity but can also cause oxidative stress to earth worms at a higher (5%) percentage (<xref ref-type="bibr" rid="B116">Sanchez-Hernandez et al., 2019</xref>). The phytotoxicity can be reduced by composting, vermicomposting, or thermal treatment, etc. to reduce these compounds (<xref ref-type="bibr" rid="B26">Cervera-Mata et al., 2020</xref>), and the reduction of polyphenol resulted in more biomass accumulation.</p>
<p>SCG direct application for landscapes will still be practiced and is likely to increase due to its low cost. As an example, in the US, if the state law allows SCG to be composted together with other yard residuals, SCG compost will be more practiced by larger entities.</p>
<p>The impacts of various SCG derived soil amendments, especially SCG compost and SCG biochar, have been mixed so far. Further studies, such as the volume of application, the soil type, and the plant type, etc. on plant growth are warranted to better reuse SCG derived products for soil amendment.</p>
<sec id="s5-1">
<title>Raw SCGs as Absorbents</title>
<p>Raw SCGs have been used for absorption of different pollutants. <xref ref-type="bibr" rid="B138">Yen et al., 2022</xref> studied polystyrene particles adsorption and obtained a maximum efficiency of 74%. SCGs have also seen use for removing cadmium (<xref ref-type="bibr" rid="B14">Azouaou et al., 2010</xref>; <xref ref-type="bibr" rid="B103">Palma et al., 2017</xref>; <xref ref-type="bibr" rid="B63">Kim and Kim, 2020</xref>) and other heavy metals (<xref ref-type="bibr" rid="B47">Hao et al., 2017</xref>). SCG can absorb ozone but was less effective than activated carbon (<xref ref-type="bibr" rid="B50">Hsieh and Wen, 2020</xref>). <xref ref-type="bibr" rid="B79">Loffredo et al., 2020</xref> compared SCGs adsorption performance with other biomass and other adsorbents (wood biochar, and hydrochar) on the adsorption effectiveness of ochratoxin A. SCG performed worse than wood biochar, hydrochar, humic acid, clementine peel and coconut fiber, but was than ground almond shells, hazelnuts, walnuts, and chestnuts. SCGs have also been used for dye adsorption (<xref ref-type="bibr" rid="B114">Safarik et al., 2012</xref>), and the effectiveness was highly dependent on dye type. Direct SCG and SCG biochar use for remediating heavy metal contaminated soil and water were compared by <xref ref-type="bibr" rid="B64">Kim et al., 2014</xref>. While both reduced the heavy metal bioavailability; the direct SCG use actually increased phytotoxicity, unlike the biochar<underline>.</underline> SCGs in these studies are usually washed and dried, but the performance was not as good as biochar or activated carbon.</p>
</sec>
</sec>
<sec id="s6">
<title>Technologies for SCG Component Recovery</title>
<sec id="s6-1">
<title>SCG Lipid Recovery</title>
<p>Lipids in SCG generally range from 8 to 20% and can be developed into different products. This is consistent with the lipid content of virgin coffee beans, ranging from 8 to 18% (<xref ref-type="bibr" rid="B83">Massaya et al., 2019</xref>).</p>
<p>Conversion of SCGs lipids to biodiesel (methyl/ethyl esters) continues to be one of the &#x201c;trendy&#x201d; research topics, while other uses, such as renewable diesel or bioplastics, are also emerging. This section summarized recent research in SCG oil extraction, SCG biodiesel production and technology innovations.</p>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> summarized practices to extract SCG lipids after drying. Lipid extraction can be conducted with or without a Soxhlet. The high SCG oil yield of 30.4&#xa0;wt% (<xref ref-type="bibr" rid="B38">Efthymiopoulos et al., 2019</xref>) might be related to the source of SCG and the long extraction time. Ultrasound was used to pretreat the SCGs, with higher lipid yield and lower acid value compared to those without. Having been successfully applied in caffeine extraction, supercritical CO<sub>2</sub> extraction is also increasingly applied to SCG lipid extraction. The conditions reported in <xref ref-type="table" rid="T4">Table 4</xref> are within the range of previous studies (<xref ref-type="bibr" rid="B34">Couto et al., 2009</xref>; <xref ref-type="bibr" rid="B111">Ribeiro et al., 2013</xref>; <xref ref-type="bibr" rid="B5">Akg&#xfc;n et al., 2014</xref>; <xref ref-type="bibr" rid="B17">Barbosa et al., 2014</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Recent studies on solvent extraction of oils from SCGs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Extraction conditions</th>
<th align="center">Maximum yield wt%</th>
<th align="center">Acid value (mg KOH/g oil)</th>
<th align="center">Source</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Solvent: Hexane 9&#xa0;ml/g, 8&#xa0;h</td>
<td align="char" char=".">30.4</td>
<td align="center">12</td>
<td align="left">
<xref ref-type="bibr" rid="B38">Efthymiopoulos et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">Solvent: Hexane/isopropyl alcohol (1:1 v/v) 5&#xa0;ml/g, 6&#xa0;h</td>
<td align="char" char=".">17.32</td>
<td align="center">6.18</td>
<td align="left">
<xref ref-type="bibr" rid="B77">Liu et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">Solvent: Hexane, 2&#xa0;h</td>
<td align="char" char=".">13</td>
<td align="center">22.3</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Atabani et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Solvent: Hexane 9&#xa0;ml/g, 0.08&#xa0;h, Room Temperature, Mixing Speed: 200&#xa0;rpm</td>
<td align="char" char=".">15.47</td>
<td align="center">8.25</td>
<td align="left">
<xref ref-type="bibr" rid="B91">Mueanmas et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">Ultrasonic Assisted: 30% amplitude</td>
<td rowspan="2" align="char" char=".">14.52</td>
<td rowspan="2" align="center">4</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B44">Goh et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Solvent: Hexane 4&#xa0;ml/g, 0.5&#xa0;h</td>
</tr>
<tr>
<td align="left">Ultrasonic Pre-treatment: 40&#xa0;Hz, 10&#xa0;min</td>
<td rowspan="2" align="char" char=".">19.25</td>
<td rowspan="2" align="center">3.64</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B35">Cubas et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Solvent: Hexane, 4&#xa0;h</td>
</tr>
<tr>
<td align="left">Supercritical CO<sub>2</sub> extraction: 0.32&#x2013;3.68&#xa0;h, 20&#x2013;50&#xa0;Mpa, 40&#x2013;60&#xb0;C; co-solvent: isopropanol, ethanol, ethyl lactate</td>
<td align="char" char=".">12.4</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B32">Coelho et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Supercritical CO<sub>2</sub> extraction: 2&#xa0;h, 200bar,50&#xb0;C</td>
<td align="char" char=".">12.14</td>
<td align="center">3.89</td>
<td align="left">
<xref ref-type="bibr" rid="B90">Muangrat and Pongsirikul, (2019)</xref>
</td>
</tr>
<tr>
<td align="left">Microwave Assisted: 600&#xa0;W, 10&#xa0;min, hexane/methanol 1:1</td>
<td align="char" char=".">15.11</td>
<td align="center">7.3</td>
<td align="left">
<xref ref-type="bibr" rid="B140">Yordanov et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">Microwave Assisted: 122.3&#x2013;218.3&#xa0;W, 10&#x2013;32.5&#xa0;min, hexane 4&#x2013;7&#xa0;ml/g, 69&#x2013;105&#xb0;C</td>
<td align="char" char=".">11.54</td>
<td align="center">NA</td>
<td align="left">
<xref ref-type="bibr" rid="B49">Hibbert et al. (2019)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Recent studies on converting SCG oil to biodiesel.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Method</th>
<th align="center">Conditions</th>
<th align="center">Yield wt%</th>
<th align="center">Conversion rate %</th>
<th align="center">FAME</th>
<th align="center">Source</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">
<italic>in-situ</italic>
</td>
<td rowspan="5" align="center">Co-transesterification: No catalyst, Solvent: EtOH/DCE 6&#xa0;ml/g, 2&#xa0;h 198&#xb0;C</td>
<td rowspan="5" align="char" char=".">11.2</td>
<td rowspan="5" align="center">-</td>
<td align="center">C16:0: 20.80%</td>
<td rowspan="5" align="center">
<xref ref-type="bibr" rid="B2">Abomohra et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 7.61%</td>
</tr>
<tr>
<td align="center">C18:1: 10.30%</td>
</tr>
<tr>
<td align="center">C18:2: 31.43%</td>
</tr>
<tr>
<td align="center">C14:1: 22.37%</td>
</tr>
<tr>
<td align="left">
<italic>in-situ</italic>
</td>
<td align="center">No catalyst, Solvent: EtOH/DCE 3.26&#xa0;ml/g, 3&#xa0;h, 196.8&#xb0;C</td>
<td align="char" char=".">11.8</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">
<xref ref-type="bibr" rid="B105">Park et al. (2018)</xref>
</td>
</tr>
<tr>
<td rowspan="4" align="left">
<italic>in-situ</italic>
</td>
<td rowspan="4" align="center">Switchable solvent, Catalyst: DBU, Solvent: DBU 20.71&#xa0;ml/g, 0.48h, 60.2&#xb0;C</td>
<td rowspan="4" align="center">-</td>
<td rowspan="4" align="char" char=".">97.18</td>
<td align="center">C16:0: 36.01%</td>
<td rowspan="4" align="center">
<xref ref-type="bibr" rid="B96">Nguyen et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 7.70%</td>
</tr>
<tr>
<td align="center">C18:1: 8.48%</td>
</tr>
<tr>
<td align="center">C18:2: 42.81%</td>
</tr>
<tr>
<td align="left">
<italic>in-situ</italic>
</td>
<td align="center">Supercritical 90&#xa0;bars; No catalyst, Solvent: Methanol 5&#xa0;ml/g, 0.33&#xa0;h, 270&#xb0;C</td>
<td align="char" char=".">10.17</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">
<xref ref-type="bibr" rid="B121">Son et al. (2018)</xref>
</td>
</tr>
<tr>
<td rowspan="4" align="left">
<italic>in-situ</italic>
</td>
<td rowspan="4" align="center">Catalyst: H<sub>2</sub>SO<sub>4</sub>, Solvent: Methanol 5&#xa0;ml/g, 12&#xa0;h, 70&#xb0;C</td>
<td rowspan="4" align="char" char=".">17.08</td>
<td rowspan="4" align="char" char=".">98.61</td>
<td align="center">C16:0: 44.3%</td>
<td rowspan="4" align="center">
<xref ref-type="bibr" rid="B77">Liu et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 19.7%</td>
</tr>
<tr>
<td align="center">C18:1: 6.1%</td>
</tr>
<tr>
<td align="center">C18:2: 30.8%</td>
</tr>
<tr>
<td rowspan="4" align="left">
<italic>in-situ</italic>
</td>
<td rowspan="4" align="center">Catalyst: Waste Egg Shell, Solvent: Methanol 4&#xa0;ml/g &#x2b; Hexane 4&#xa0;ml/g, 9&#xa0;h, 45&#xb0;C</td>
<td rowspan="4" align="char" char=".">8.7</td>
<td rowspan="4" align="center">-</td>
<td align="center">C16:0: 35.2%</td>
<td rowspan="4" align="center">
<xref ref-type="bibr" rid="B54">Im and Yeom, (2020)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 7.1%</td>
</tr>
<tr>
<td align="center">C18:1: 10.4%</td>
</tr>
<tr>
<td align="center">C18:2: 44.6%</td>
</tr>
<tr>
<td align="left">
<italic>in-situ</italic>
</td>
<td align="center">Catalyst: NaOH, Solvent: Methanol and Hexane 15&#xa0;ml/g, 0.5h</td>
<td align="center">-</td>
<td align="char" char=".">97</td>
<td align="center">-</td>
<td align="center">
<xref ref-type="bibr" rid="B127">Tarigan et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>in-situ</italic>
</td>
<td align="center">Deacidification: Methanol 3.33&#xa0;ml/g, 1&#xa0;h, 45&#xb0;C, 6.0&#x2013;6.2&#xa0;kPa; <italic>in situ</italic>: Methanol 35&#xa0;ml/g, 3&#xa0;h, 50&#xb0;C; Pilot scale (4&#xa0;kg)</td>
<td align="center">-</td>
<td align="char" char=".">83</td>
<td align="center">-</td>
<td align="center">
<xref ref-type="bibr" rid="B132">Tuntiwiwattanapun et al. (2017)</xref>
</td>
</tr>
<tr>
<td rowspan="4" align="left">Two-step Trans-esterification</td>
<td rowspan="4" align="center">Esterification: 1% H<sub>2</sub>SO<sub>4</sub>, Methanol/Oil 1:2, 3&#xa0;h, 60&#xb0;C, Transesterification: 1% KOH, Methanol/Oil 1:4, 1.5&#xa0;h, 60&#xb0;C</td>
<td rowspan="4" align="center">-</td>
<td rowspan="4" align="center">-</td>
<td align="center">C16:0: 35.8%</td>
<td rowspan="4" align="center">
<xref ref-type="bibr" rid="B12">Atabani et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 8.1%</td>
</tr>
<tr>
<td align="center">C18:1: 9.3%</td>
</tr>
<tr>
<td align="center">C20:0: 44.6%</td>
</tr>
<tr>
<td align="left">Trans-esterification</td>
<td align="center">1&#x2013;3% KOH, Methanol/Oil 4:1 to 20:1, 2&#xa0;h, 60&#xb0;C</td>
<td align="center">-</td>
<td align="char" char=".">86</td>
<td align="center">-</td>
<td align="center">
<xref ref-type="bibr" rid="B18">Battista et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="4" align="left">Trans-esterification</td>
<td rowspan="4" align="center">4% KOH, Methanol/Oil 30:1, 3&#xa0;h</td>
<td rowspan="4" align="center">-</td>
<td rowspan="4" align="char" char=".">97.11</td>
<td align="center">C16:0: 32.8%</td>
<td rowspan="4" align="center">
<xref ref-type="bibr" rid="B44">Goh et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">C18:0: 7.1%</td>
</tr>
<tr>
<td align="center">C18:1: 9.2%</td>
</tr>
<tr>
<td align="center">C18:2: 44.1%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>DCE, 1,2-dichloroethane; EtOH, ethanol; DBU, 1,8-diazabicyclo[5.4.0]undec-7-ene; FAME, fatty acid methyl ester.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The supercritical CO<sub>2</sub> extraction method has been studied as green and environmental-friendly technology to eliminate organic solvent used during the coffee oil extraction process. The optimal process variables were studied by Muangrat&#x2019;s group. Moreover, the application of supercritical CO2 extraction method with co-solvents such as isopropanol, ethanol, and ethyl lactate was conducted and the result showed that the extraction time could be shortened by half compared to the Soxhlet extraction process to reach the same coffee oil yield. In addition, compared to the pure supercritical CO2 extraction method, supercritical CO2 extraction with co-solvents can get a higher antioxidant capacity (<xref ref-type="bibr" rid="B32">Coelho et al., 2020</xref>). The extraction of coffee oil with the assistance of microwave has also been studied recently and the extraction time has been shortened significantly, which is beneficial to reduce energy consumption (<xref ref-type="bibr" rid="B140">Yordanov et al., 2016</xref>; <xref ref-type="bibr" rid="B49">Hibbert et al., 2019</xref>). Non-thermal plasma pre-treatment prior to lipid extraction is reported to have increased yield when compared to Soxhlet alone and increased unsaturated fractions of the lipids (<xref ref-type="bibr" rid="B35">Cubas et al., 2020</xref>).</p>
<p>Depending on the FFA content, SCG lipid may need to go through esterification and then transesterification to become biodiesel. This conventional practice is still used, while direct-transesterification (<italic>in situ</italic>), which produces biodiesel from SCGs in one step without oil extraction has been implemented much more recently due to its simplicity.</p>
<p>
<xref ref-type="table" rid="T4">Table 4</xref> summarized recent improvements on making biodiesel from SCGs. New catalysts have been reported for the <italic>in-situ</italic> (direct transesterification) process, such as waste eggshell and 1,8-diazabicyclo [5.4.0]undec-7-ene (DBU). For <italic>in-situ</italic> processes without catalysts, a co-solvent of ethanol and 1,2-dichloroethane (DCE) was used and ethyl esters were produced. A unique deacidification treatment prior to the <italic>in-situ</italic> reaction was conducted (Tuntiwiwattanapun et al., 2017), and the acid value was significantly reduced from 5.93&#xa0;mg KOH/g oil to around 0.59&#xa0;mg KOH/g oil. A low yield of 8.7&#xa0;wt% might be caused by the low reaction temperature and inefficiency of waste eggshell. Palmitic acid methyl ester (C16:0) and linoleic acid methyl ester (C18:2) were two major fatty acid methyl esters (FAME) in SCG biodiesel, consistent with earlier studies.</p>
<p>Technology improvements on the SCG biodiesel process include the following, catalyst improvements such as immobilized sulfuric acid on silica gel (<xref ref-type="bibr" rid="B56">Karmee, 2017</xref>), ultrasound to improve oil extraction during direct transesterification (<xref ref-type="bibr" rid="B65">Kim Y. S. et al., 2020</xref>), production of ethyl esters using enzymes (<xref ref-type="bibr" rid="B45">Gon&#xe7;alves et al., 2020</xref>), and supercritical fluids extraction (<xref ref-type="bibr" rid="B121">Son et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Battista et al., 2021</xref>).</p>
<p>In addition, SCG biodiesel can be blended with alcohols to better improve cold flow or density to meet Euro-diesel requirements (<xref ref-type="bibr" rid="B11">Atabani and Al-Rubaye, 2020</xref>).</p>
<p>
<xref ref-type="bibr" rid="B108">Phimsen et al. (2016)</xref> extracted coffee oil using solvent extraction and converted it to renewable diesel (hydrotreated diesel) which contains C15 and C17 hydrocarbons. Bio oil from hydrothermal liquefication is also studied due to its higher HHV than the methyl esters (<xref ref-type="bibr" rid="B82">Marx et al., 2020</xref>). but further reformulation is typically needed before use.</p>
<p>The SCG to biodiesel process has not been commercialized so far. SCG drying process (e.g., up to 60% moisture) is energy intensive and can make the biodiesel process economically uncompetitive (<xref ref-type="bibr" rid="B124">Taifouris et al., 2021</xref>) during production. Since caffeine in biodiesel can increase NOx emissions (<xref ref-type="bibr" rid="B146">Jenkins et al., 2014</xref>), water wash, or even better, a recovery process with water prior to lipid extraction, will be very beneficial to improve the purity lipid extraction.</p>
</sec>
<sec id="s6-2">
<title>SCG Solids as Biochar</title>
<p>Pyrogenic carbonaceous materials are produced by heating carbon-containing feedstocks under almost no oxygen, which can be developed into both biochar and activated carbon (AC). AC can be upgraded from biochar by undergoing an additional activation step (<xref ref-type="bibr" rid="B110">Rashidi and Yusup, 2020</xref>), and is mainly used for pollutant absorption. Studies on SCG conversion into AC were not reviewed here as there are not that many after the review of <xref ref-type="bibr" rid="B86">McNutt and He, 2019</xref>.</p>
<p>Biochars are typically much cheaper than AC since they are usually made with waste feedstocks, at lower temperatures, and do not undergo the &#x201c;activation&#x201d; step, lowering process costs. Biochars tend to have smaller surface areas, but more functional groups (<xref ref-type="bibr" rid="B41">Gale et al., 2021</xref>). In recent years, research interests have gradually shifted to converting SCGs into biochar instead of AC.</p>
<p>Compared with other ago-industrial biomass, SCGs have a competitive advantage as biochar; they can be obtained with relatively high purity and are already in uniform sizes. Therefore, they can be a promising feedstock for pyrolytic carbon products. Biochar can potentially be used in a wide variety of ways, with some well-known applications such as soil carbon sequestration, pollutant removal, and soil amendment (<xref ref-type="bibr" rid="B117">Schmidt and Wilson, 2014</xref>; <xref ref-type="bibr" rid="B46">Hagemann et al., 2018</xref>).</p>
<p>SCG Biochar are usually prepared under nitrogen or CO<sub>2</sub>. Using CO<sub>2</sub> as carrier gas can accelerate the thermal cracking of organic compounds but increases CO formation, which reduces yield (<xref ref-type="bibr" rid="B60">Kim Y. et al., 2019</xref>). A study compared SCG biochars made with both nitrogen and carbon dioxide. There was no yield difference, while lower biochar pH can be observed at temperatures below 400&#xb0;C with biochar made under CO<sub>2</sub> as seen in <xref ref-type="table" rid="T5">Table 5</xref> (<xref ref-type="bibr" rid="B122">Srivastava, 2020</xref>). The biochars were made with both as-received SCG and also the solids left from <italic>in situ</italic> transesterification (Doped SCG). The latter is acidic while the majority of biochars are alkaline. Acidic biochar can be desirable for select fruits and vegetables, such as berries.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>pH of SCG biochars with different pyrolytic gas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Temperature (&#xb0;C)</th>
<th align="center">350</th>
<th align="center">400</th>
<th align="center">450</th>
<th align="center">500</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Raw SCG biochar (N<sub>2</sub>)</td>
<td align="char" char=".">8.4</td>
<td align="char" char=".">8.76</td>
<td align="char" char=".">9.4</td>
<td align="char" char=".">9.88</td>
</tr>
<tr>
<td align="left">Doped SCG biochar (N<sub>2</sub>)</td>
<td align="char" char=".">4.28</td>
<td align="char" char=".">4.07</td>
<td align="char" char=".">6.55</td>
<td align="char" char=".">7.05</td>
</tr>
<tr>
<td align="left">Raw SCG biochar (CO<sub>2</sub>)</td>
<td align="char" char=".">7.06</td>
<td align="char" char=".">8.4</td>
<td align="char" char=".">9.22</td>
<td align="char" char=".">9.22</td>
</tr>
<tr>
<td align="left">Doped SCG biochar (CO<sub>2</sub>)</td>
<td align="char" char=".">3.85</td>
<td align="char" char=".">7.04</td>
<td align="char" char=".">6.98</td>
<td align="char" char=".">7.08</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>SCG biochar use as a soil amendment continues to be practiced. For example, SCG biochar was produced by slow pyrolysis at 550&#xb0;C and had an alkaline pH for liming use (<xref ref-type="bibr" rid="B123">Stylianou et al., 2020</xref>).</p>
</sec>
<sec id="s6-3">
<title>SCG Biochar for Pollutant Removal</title>
<p>Functionalization prior and during biochar production are much easier than after it is made. SCGs are uniform in sizes, easily accessible, and low cost, which are ideal for functionalization to increase selectivity of pollutant removal. In recent years, SCG biochar for pollutant removal has been pursued with increasing interest but with limited review summaries. Heavy metal adsorption by SCG biochar, a relatively &#x201c;traditional&#x201d; application, is summarized in <xref ref-type="table" rid="T6">Table 6</xref>. One improvement is doping to obtain magnetic biochar for easier separation, denoted as iron modified in <xref ref-type="table" rid="T6">Table 6</xref>. <xref ref-type="bibr" rid="B29">Cho et al. (2017)</xref> also explored the gas used for pyrolysis and determined that biochar made in nitrogen had higher As (V) absorption despite a smaller surface area than those made in carbon dioxide<italic>.</italic>
</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Recent studies on metal adsorption using SCG derived biochar.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Pollutant</th>
<th align="center">Processing/modifications</th>
<th align="center">Dose and conditions</th>
<th align="center">Results</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sr (II)</td>
<td align="center">500&#xb0;C - 2&#xa0;h</td>
<td align="center">0&#x2013;24&#xa0;h, pH 1&#x2013;9, 1&#x2013;10&#xa0;mg/L Sr<sup>2&#x2b;</sup>, organics, 50&#xa0;mg/L adsorbent, compared to powdered AC (PAC)</td>
<td align="center">Pseudo-second order, lower surface area than PAC, Q<sub>max</sub> &#x3d; 51.8, 32.8&#xa0;mg/g for biochar, PAC</td>
<td align="center">
<xref ref-type="bibr" rid="B119">Shin et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Cd (II)</td>
<td align="center">Iron-modified (FeCl<sub>3</sub>, FeSO<sub>4</sub>) 400&#xb0;C - 1&#xa0;h</td>
<td align="center">0&#x2013;3&#xa0;h, pH 3&#x2013;9, 0.01&#x2013;0.2&#xa0;g/L Cd<sup>2&#x2b;</sup>, organics, 0.01&#x2013;0.2&#xa0;g/L adsorbent</td>
<td align="center">Pseudo-second order, Q<sub>max</sub> &#x3d; 10.42&#xa0;mg/g</td>
<td align="center">
<xref ref-type="bibr" rid="B51">Hussain et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Cd (II), Mn (II), Pb (II)</td>
<td align="center">700&#xb0;C - 0.5&#xa0;h</td>
<td align="center">0.2&#x2013;0.5&#xa0;g of biochar in 100ppm metals</td>
<td align="center">Pseudo-second order, Q<sub>max</sub> &#x3d; 19.4, 19.6, and 22.3&#xa0;mg/g for Cd, Mn and Pb</td>
<td align="center">
<xref ref-type="bibr" rid="B30">Chwastowski et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">As (V)</td>
<td align="center">Iron-modified (FeCl<sub>3</sub>) 700&#xb0;C - 2&#xa0;h</td>
<td align="center">6&#xa0;h, pH 4&#x2013;9, 30&#xa0;mg/L As<sup>5&#x2b;</sup>, 2.5&#xa0;g/L adsorbent</td>
<td align="center">Pseudo-second order, iron composition changed adsorption</td>
<td align="center">
<xref ref-type="bibr" rid="B29">Cho et al. (2017)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>SCG biochar use for antibiotic adsorption and removal, such as tetracycline (TC) sulfadiazine (SDZ), sulfamethoxazole (SMX), and diclofenac (DCF) is a newer application and is shown in <xref ref-type="table" rid="T7">Table 7</xref>. <xref ref-type="table" rid="T7">Table 7</xref> also shows the use of SCG biochar for dye adsorption of malachite green dye (MG-D) and methylene blue dye (MB-D). <xref ref-type="bibr" rid="B88">Mohamad et al. (2020)</xref> used an experimental matrix to determine optimized conditions of treatment based on classical experiments, the best predicted results are shown in <xref ref-type="table" rid="T7">Table 7</xref>. Lee et al. (2021) used iron impregnated SCG biochar to degrade methylene blue dye (MB-D) in conjunction with cold plasma. Lee et al., 2021 also determined the effect of the system on the total organic carbon (TOC) with MB-D showing maximum removal efficiency as high as 98.3%.</p>
<table-wrap id="T7" position="float">
<label>TABLE 7</label>
<caption>
<p>Recent studies on SCG derived biochar adsorption of pharmaceuticals, antibiotics, and dyes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Pollutant</th>
<th align="center">Processing/modifications</th>
<th align="center">Dose and conditions</th>
<th align="center">Results</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">TC</td>
<td align="left">NaOH-activated, 500&#xb0;C - 2&#xa0;h</td>
<td align="left">24&#xa0;h, pH 3&#x2013;9, 50&#xa0;ml of 100&#xa0;mg/L TC, inorganic salts, 5&#xa0;mg adsorbent</td>
<td align="left">Q<sub>max</sub> &#x3d; 113.6&#xa0;mg/g</td>
<td align="left">
<xref ref-type="bibr" rid="B99">Nguyen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">SDZ, SMX</td>
<td align="left">200&#x2013;700&#xb0;C - 2&#xa0;h</td>
<td align="left">24&#xa0;h, pH 6.8, 30&#xa0;ml of 500&#xa0;mg/L adsorbate, 100&#xa0;mg adsorbent</td>
<td align="left">Pseudo-second order kinetics, Q<sub>max</sub> &#x3d; 221.9, 481.6&#xa0;mg/g for SDZ, SMX</td>
<td align="left">
<xref ref-type="bibr" rid="B142">Zhang et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">TC</td>
<td align="left">Cobalt-modified, 700&#xb0;C - 2&#xa0;h</td>
<td align="left">24&#xa0;h, 50&#xa0;ml of 20&#x2013;100&#xa0;mg/L TC, 0.1&#x2013;0.6&#xa0;MPS, 5&#xa0;mg adsorbent</td>
<td align="left">Up to 97% degradation after 25&#xa0;min, Q<sub>max</sub> &#x3d; 370.37&#xa0;mg/g</td>
<td align="left">
<xref ref-type="bibr" rid="B98">Nguyen et al. (2019a)</xref>
</td>
</tr>
<tr>
<td align="left">TC</td>
<td align="left">Iron-modified, 700&#xb0;C - 2&#xa0;h</td>
<td align="left">0&#x2013;2&#xa0;h, pH 2&#x2013;7, 1&#x2013;2&#xa0;mM&#xa0;TC, 10&#x2013;60&#xa0;mM&#xa0;PS, 1&#x2013;5&#xa0;g/L adsorbent</td>
<td align="left">Up to 96% TC degradation in 2&#xa0;h</td>
<td align="left">
<xref ref-type="bibr" rid="B97">Nguyen, et al. (2019b)</xref>
</td>
</tr>
<tr>
<td align="left">SMX</td>
<td align="left">850&#xb0;C - 1&#xa0;h</td>
<td align="left">0&#x2013;1.25&#xa0;h, pH 3&#x2013;8, 120&#xa0;ml of 500&#x2013;2000&#xa0;mg/L SMX, 100&#x2013;1000&#xa0;mg SPS, organics, 50&#x2013;200&#xa0;mg/L adsorbent</td>
<td align="left">Degradation pH independent, severe inhibition by bicarbonate, 55% SMX removal in wastewater</td>
<td align="left">
<xref ref-type="bibr" rid="B80">Lykoudi et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">DCF</td>
<td align="left">TiO<sub>2</sub>-modified, 650&#xb0;C&#x2013;2h</td>
<td align="left">0&#x2013;2&#xa0;h, pH 6.15, 200&#xa0;ml of 20&#xa0;mg/L DCF, 2000W/cm<sup>2</sup> irradiation, 0.2&#xa0;g adsorbent</td>
<td align="left">Stable for 5 re-use cycles, up to 90% DCF degradation in 2&#xa0;h</td>
<td align="left">
<xref ref-type="bibr" rid="B70">Lazarotto et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">MG-D</td>
<td align="left">500&#xb0;C &#x2013; 2h</td>
<td align="left">0&#x2013;1&#xa0;h, pH 7&#x2013;11, 50&#xa0;ml of 50&#xa0;mg/L MG-D, 0.02&#x2013;0.2&#xa0;g adsorbent</td>
<td align="left">Predicted 99.27% MG-D removal, Predicted Q<sub>max</sub> &#x3d; 118.01&#xa0;mg/g</td>
<td align="left">
<xref ref-type="bibr" rid="B88">Mohamad et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">MB-D</td>
<td align="left">Iron-modified (Fe(II)SO<sub>4</sub> 7H<sub>2</sub>O), 600&#xb0;C &#x2013; 4h</td>
<td align="left">0&#x2013;1&#xa0;h, 1&#xa0;L of 10.2&#xa0;mg/L MG-D, 10mA and 2.2&#xa0;W plasma generation at 5&#xa0;L/min, 0&#x2013;0.25&#xa0;M Fe-doping 0.5&#xa0;g adsorbent</td>
<td align="left">98.3% M-BD removal, 72.2% TOC removal, k<sub>MB-D</sub> &#x3d; 0.06507&#xa0;min<sup>&#x2212;1</sup>, k<sub>TOC</sub> &#x3d; 0.04458&#xa0;min<sup>&#x2212;1</sup>
</td>
<td align="left">Lee et al., 2021</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="bibr" rid="B125">Tala and Chantara (2019)</xref> used biochar from SCG (slow pyrolysis at 500&#xb0;C) to remove 16-polycyclic aromatic hydrocarbons (PAH) from ambient air. The adsoption capacity of the produced biochar was comparable to a commercial sorbent, XAD-2. <xref ref-type="bibr" rid="B86">McNutt and He (2019)</xref> summarized recent studies on SCG derived activation carbon. A few more recent developments are included herein. SCG AC was used to remove bisphenol-A (<xref ref-type="bibr" rid="B8">Alves et al., 2019</xref>) and phenolic compounds (<xref ref-type="bibr" rid="B113">Rosson et al., 2020</xref>). Bisphenol-A (BPA) was removed from groundwater using activated carbon produced from SCGs with ZnCl<sub>2</sub> as an activating agent. The activated carbon showed high efficiency for BPA adsorption of 98% (123.2&#xa0;mg/g) which surpassed the commercial AC tested as control. <xref ref-type="bibr" rid="B113">Rosson et al. (2020)</xref> treated SCGs with KOH as the activating agent. The adsorption of organic compounds studied included methylene blue, erythrosine B, bromothymol blue, phenol, 3-chlorophenol, and BPA. The produced AC showed similar adsorption characteristics to the commercial AC.</p>
<p>SCG derived biochar has also been tested for non-adsorption or applications such as composite fillers (<xref ref-type="bibr" rid="B10">Arrigo et al., 2020</xref>), as a value-added ferrous material (<xref ref-type="bibr" rid="B21">Biswal et al., 2021</xref>), as molecular sieves through the modification of activated carbon (<xref ref-type="bibr" rid="B57">Kaya et al., 2020</xref>) with defatted SCGs, for supercapacitor application (<xref ref-type="bibr" rid="B4">Adan-Mas et al., 2021</xref>) and as catalytic support for iron nanoparticles (<xref ref-type="bibr" rid="B3">Acosta et al., 2020</xref>).</p>
</sec>
<sec id="s6-4">
<title>SCGs as New Materials</title>
<p>Many bioactive compounds remain in SCGs after coffee brewing, although the quality and quantity vary depending on how they are treated (<xref ref-type="bibr" rid="B104">Panusa et al., 2013</xref>; <xref ref-type="bibr" rid="B134">Vandeponseele et al., 2021</xref>). This has led to increased interests in recovering antioxidants for a wide variety of uses (<xref ref-type="bibr" rid="B15">Ballesteros et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Hwang et al., 2019</xref>; <xref ref-type="bibr" rid="B141">Zengin et al., 2020</xref>). Ethanol appears to be the most common solvent for extracting antioxidants although alternative methods have been explored. <xref ref-type="bibr" rid="B115">Samsalee et al., 2021</xref> explored ultrasonic assisted extraction to generate an antioxidant rich protein extract. SCGs have also been used as a source of fiber and antioxidants use in baked goods at 4% weight loading without impacting the food preparation process or food quality (<xref ref-type="bibr" rid="B81">Martinez-Saez et al., 2017</xref>). Recovery of antioxidants from SCGs has been researched substantially in recent years (<xref ref-type="bibr" rid="B67">Kourmentza et al., 2018</xref>; <xref ref-type="bibr" rid="B86">McNutt and He 2019</xref>) and therefore not much covered here.</p>
<p>Polymer or monomer production via SCGs has seen interest to replace traditional petroleum-based options. The production of monomers using an extracted oil from SCGs and the use of sulfuric acid pretreated SCG slurry were both explored using engineered bacteria (<xref ref-type="bibr" rid="B19">Bhatia et al., 2018</xref>; <xref ref-type="bibr" rid="B59">Kim J. W. et al., 2019</xref>). Alternatively, polyhydroxyalkanoate (PHA) was produced with coffee oil after removing microbial inhibitors (<xref ref-type="bibr" rid="B68">Kovalcik et al., 2018</xref>). <xref ref-type="bibr" rid="B130">Tukacs et al., 2017</xref> used microwave heated SCGs mixed with 2&#xa0;M sulfuric acid to generate levulinic acid with a yield of around 13%, which successfully reduced the reaction time from 8&#xa0;h using a traditional heating method (oil bath) to 30&#xa0;min.</p>
<p>SCGs have been explored as a sustainable dye for cotton and wool fabrics which showed improved colorfastness over other natural dyes, high UV blocking activity, and significant antioxidant activity (<xref ref-type="bibr" rid="B66">Koh and Hong, 2017</xref>). <xref ref-type="bibr" rid="B89">Mongkholrattanasit et al., 2021</xref> used chitosan to introduce amino groups, citric acid to crosslink, and sodium hypophosphite as a catalyst to develop the dye for cotton. The color and wrinkle resistance of the fabric was seen to last 20 washes but the tensile strength was affected.</p>
<p>SCGs have also been exploited for their carbon content and porosity to generate energy storage materials such as a Li-S battery cathode (<xref ref-type="bibr" rid="B61">Kim B. et al., 2020</xref>). <xref ref-type="bibr" rid="B139">Ye&#x15f;iltepe and &#x15e;e&#x15f;en, 2020</xref> pelletized SCG with mill scale, battery paste (separated from steel casing and washed to remove electrolyte), and bentonite (binder). The pellets were dried before reduction in argon purged furnace at 1,250&#x2013;1,400&#xb0;C. The pellets showed a 70% metallization rate of ferromanganese and a 91.18% pelletizing process efficiency.</p>
</sec>
</sec>
<sec id="s7">
<title>A Simplified Zero-Waste Case</title>
<p>Since SCG upcycle at community levels are much smaller in scales, it is essential to pick and choose the compatible pathways. An example is shown in <xref ref-type="fig" rid="F3">Figure 3</xref> to separate SCGs into lignocellulosic, lipid and solid fractions. As received SCGs first undergo lignocellulose extraction (process A), with 4% dilute sulfuric acid and heat at 95&#xb0;C for 120&#xa0;min (<xref ref-type="bibr" rid="B9">Alvira et al., 2010</xref>). The products can be used for fermentation and made into bioethanol or biobutanol (<xref ref-type="bibr" rid="B93">Mussatto et al., 2012</xref>). Since this is also a wet process, there is no need to dry the collected SCGs. The wet SCG-solids (SCG1) will then be coated with 20% sulfuric acid, dried, and will go through a direct transesterification process B (<xref ref-type="bibr" rid="B77">Liu et al., 2017</xref>), where the liquids will be separated and purified into biodiesel. Lipid separation by solvent extraction is another defat alternative to make coffee oil from process B. A few studies indicated that acid hydrolysis followed by lipid extraction is feasible as nonpolar lipids remain largely unaffected since process A uses water as solvent (<xref ref-type="bibr" rid="B43">Go et al., 2016</xref>; <xref ref-type="bibr" rid="B55">Juarez et al., 2018</xref>; <xref ref-type="bibr" rid="B107">Passadis et al., 2020</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>A schematic diagram of SCG upcycle pathway.</p>
</caption>
<graphic xlink:href="fceng-04-838605-g003.tif"/>
</fig>
<p>The remaining solids (SCG2) will be made into biochar through a thermal process C. Since hemicellulose can range from 32 to 42% (<xref ref-type="bibr" rid="B83">Massaya et al., 2019</xref>) and has a low temperature for thermal decomposition, it is reasonable to extract this fraction prior to solids recovery to reduce the formation of tar. This process takes advantage of the moisture of the as provided SCGs and also results in a functionalized acidic biochar.</p>
<p>By separating SCG into components, the amount of remaining waste is reduced and the opportunity to produce multiple value-added products can be achieved. However, the commercialization of this process has been limited so far likely due to high cost and feedstock quantity.</p>
</sec>
<sec id="s8">
<title>SCG Upcycle as a Case Study for Education and Outreach</title>
<p>SCG reuse technologies and practices also offer excellent educational opportunities to the general public, and can be tailored to engage a wide variety of audience. Educational products can range from colorful handouts, fact sheets to journal publications. The outreach venue can range from public events (e.g., the Earth Day) to formal classrooms (<xref ref-type="bibr" rid="B147">Lu et al., 2020</xref>). As an example, SCG reuse has been implemented into college lectures and experimental courses. It can be suitable as a case study for a class on sustainability or waste management. Process simulation of the scale up and technoeconomic analysis of various technology choices suit perfectly for a design class. SCG upcycle efforts align the best with the UN Sustainable Development Goals (SDG) &#x23;12 &#x201c;ensure sustainable consumption and production patterns,&#x201d; the resultant fuel products contribute to SDG &#x23;7 &#x201c;affordable and clean energy,&#x201d; and the resultant biochar products contribute to SDG &#x23;6, &#x201c;clean water and sanitation.&#x201d; Therefore, it can be integrated in-context of many education and outreach activities.</p>
</sec>
<sec sec-type="conclusion" id="s9">
<title>Conclusion</title>
<p>The SCG can be a very versatile feedstock based on its compositions. The range of applications for SCGs is incredibly broad with some focused on the entire use of SCGs, others based on specific compositions. Technologies/practices for direct SCG reuse tend to be low cost and will continue to be practiced. Their use may be limited due to the incompatibility of certain SCG components, e.g., biological inhibition in direct soil application and anaerobic digestion, and the nitrogen and sulfur contents resulting in air pollutant formation when used as fuel. In contrast, the biorefinery approach have the potential to reuse most fractions of SCGs and is close to the zero-waste goal. This approach can be limited by feedstock quantity and cost of technologies.</p>
<p>The valorization of SCGs will result in waste diversion and resource conservation. Currently, many of these valorization technologies are still in laboratory stage. In order to reduce SCGs as waste, proper choice of products/processes is essential. Meanwhile, innovative and low cost technologies are needed to more effectively extract targeted components from SCGs, and to lower the cost of product development. Supportive policies, investment, detailed economic analysis and customer discovery will be necessary. SCG valorization efforts also provide great opportunities to educate the public about sustainable practices.</p>
</sec>
</body>
<back>
<sec id="s10">
<title>Author Contributions</title>
<p>YL summarized SCGs compositions, reviewed and discussed SCG lipid recovery and SCG biodiesel. KJ reviewed and discussed refuse derived fuel, anaerobic digestion to biogas, raw SCGs as adsorbents, SCGs to biochar, SCG biochar for pollutant removal, and SCGs as new materials. ML drafted the abstract, introduction, conclusions, and other sections of this manuscript as well as the overall editing.</p>
</sec>
<sec id="s11">
<title>Funding</title>
<p>The financial support of NSF IIP 1838771 is gratefully acknowledged for supporting biochar production from raw and acid doped SCGs, with different carrier gases (nitrogen and carbon dioxide) under various temperatures. The financial support of NSF AY REU funds from 2012&#x2013;2015 is gratefully acknowledged for supporting the development of direct transesterification of SCGs and compositional studies.</p>
</sec>
<sec sec-type="COI-statement" id="s12">
<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="s13">
<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 greatly appreciate the contribution from Dr. Tan Xin for sugar content analysis, Dr. Yanmei Zhou, Elizabeth Williams, Garrett Schwein, Jinqi Liu and Suhas Srivastava for biochar production and metal absorption tests.</p>
</ack>
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