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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">857621</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.857621</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Beyond Crystallinity: Using Raman Spectroscopic Methods to Further Define Aggregated/Supramolecular Structure of Cellulose</article-title>
<alt-title alt-title-type="left-running-head">Agarwal</alt-title>
<alt-title alt-title-type="right-running-head">Beyond Crystallinity</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Agarwal</surname>
<given-names>Umesh P.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/77018/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Forest Products Laboratory</institution>, <institution>USDA FS</institution>, <addr-line>Madison</addr-line>, <addr-line>WI</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/935863/overview">Jia-Long Wen</ext-link>, Beijing Forestry University, China</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/127061/overview">Yunqiao Pu</ext-link>, Oak Ridge National Laboratory (DOE), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/572628/overview">Samarthya Bhagia</ext-link>, Oak Ridge National Laboratory, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Umesh P. Agarwal, <email>umesh.p.agarwal@usda.gov</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Bioenergy and Biofuels, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>857621</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Agarwal.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Agarwal</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>In the bio-based economy, conversion of biomass to biofuels and other products is essential for developing a sustainable alternative to fossil fuels. For this to become a reality, understanding of the biomass ultrastructure is critically important. For instance, to enhance the yield of fermentable sugars from enzymatic hydrolysis of cellulose, the understanding of the latter&#x2019;s supramolecular structure and the ability to modify it appropriately is essential. Although cellulose crystallinity is one way to define the aggregated structure, previous research has shown that merely studying how cellulose crystallinity influences the hydrolysis is not good enough. This deduction is based on the fact that not only most crystallinity estimation methods have limitations but also crystallinity measurement inadequately defines the aggregated state of cellulose. Therefore, better approaches to describe the ultrastructure are needed. Raman spectroscopy is particularly well suited to this task because, in addition to crystallinity, several pieces of structure-related information can be generated, which when combined provide a more comprehensive description of the aggregated state. Additionally, the information derived using Raman spectroscopy is more resolved because it comes from spectral features that represent both the aggregated and the molecular states of cellulose. Few examples will be presented to illustrate this capability.</p>
</abstract>
<kwd-group>
<kwd>cellulose</kwd>
<kwd>crystallinity</kwd>
<kwd>lignocellulose</kwd>
<kwd>biofuels</kwd>
<kwd>bio-based economy</kwd>
<kwd>supramolecular structure</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Wood and other lignocellulosic biomass contain a significant amount of carbohydrate polymers that can be enzymatically converted to ethanol and other useful products (<xref ref-type="bibr" rid="B24">Huber et al., 2006</xref>; <xref ref-type="bibr" rid="B47">Zhu et al., 2009</xref>; <xref ref-type="bibr" rid="B16">Chundawat et al., 2011</xref>; <xref ref-type="bibr" rid="B46">Zhou et al., 2018</xref>). However, prior to their conversion, the native polymers need to be hydrolyzed to lower molecular weight sugars. A review of the literature on this subject shows that the recalcitrancy of biomass to enzyme hydrolysis is due to two factors&#x2014;inaccessibility of cellulose and crystallinity of cellulose (<xref ref-type="bibr" rid="B19">Fan et al., 1980</xref>; <xref ref-type="bibr" rid="B23">Himmel and Picataggio, 2008</xref>; <xref ref-type="bibr" rid="B27">Johnson and Elander, 2008</xref>; <xref ref-type="bibr" rid="B12">Agarwal et al., 2013a</xref>; <xref ref-type="bibr" rid="B28">Leu and Zhu, 2013</xref>). To make cellulose accessible to enzymes, typically a pretreatment is required where one or more of the non-cellulosic polymers are either partly removed or modified (<xref ref-type="bibr" rid="B23">Himmel and Picataggio, 2008</xref>; <xref ref-type="bibr" rid="B47">Zhu et al., 2009</xref>; <xref ref-type="bibr" rid="B45">Yu et al., 2022</xref>). Such pretreated biomass then becomes more amenable to conversion to sugars. On the other hand, the negative effect of cellulose crystallinity (CrI) on the conversion is controversial. There are studies that support its negative impact (<xref ref-type="bibr" rid="B19">Fan et al., 1980</xref>; <xref ref-type="bibr" rid="B32">Ohmine et al., 1983</xref>; <xref ref-type="bibr" rid="B31">Mosier et al., 2005</xref>; <xref ref-type="bibr" rid="B25">Ibbett, et al., 2013</xref>) and reports that show that the CrI by itself is not a problem (<xref ref-type="bibr" rid="B26">Jeoh et al., 2007</xref>; <xref ref-type="bibr" rid="B22">Gierlinger et al., 2008</xref>; <xref ref-type="bibr" rid="B37">Rollin et al., 2010</xref>; <xref ref-type="bibr" rid="B20">Foston et al., 2011</xref>; <xref ref-type="bibr" rid="B12">Agarwal et al., 2013a</xref>; <xref ref-type="bibr" rid="B13">Aldaeus et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Gao et al., 2021</xref>). It may be that the size of the cellulose crystals plays a role, highly crystalline and thicker crystals may pose a problem, but nano-sized crystalline cellulose may not (as in the G-layer in tension wood). If true, the latter is likely to be due to the increased surface area that the smaller size crystals provide. In any case, this aspect needs to be further investigated.</p>
<p>Although cellulose CrI is often measured and reported using one of the many available methods (e.g., XRD, IR, NMR, and Raman spectroscopy), considering that there are significant limitations associated with most of the methods, it seems that its estimation is not very accurate (<xref ref-type="bibr" rid="B34">Park et al, 2009</xref>; <xref ref-type="bibr" rid="B33">Park et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>; <xref ref-type="bibr" rid="B8">Agarwal et al., 2018</xref>; <xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>). For instance, XRD methods are often used but because the obtained diffractogram is a convolution of contributions from many sources (e.g., crystalline and non-crystalline cellulose, amorphous cellulose, hemicellulose, and lignin), the obtained data need to be deconvoluted. However, there is no unique way to accomplish this (<xref ref-type="bibr" rid="B30">Madams, 1980</xref>; <xref ref-type="bibr" rid="B34">Park et al, 2009</xref>; <xref ref-type="bibr" rid="B33">Park et al., 2010</xref>). Similarly, some other methods (e.g., Rietveld analysis) (<xref ref-type="bibr" rid="B17">De Figueiredo and Ferreira, 2014</xref>; <xref ref-type="bibr" rid="B29">Ling et al., 2019</xref>) need prior crystalline knowledge of the sample components in order to model a fit to the obtained diffractogram. This also introduces subjectivity in the analysis, and hence, the obtained result is influenced. Furthermore, it has been reported that the XRD-estimated CrI is impacted by the water content of the sample (<xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>). The reason for this is the ability of non-crystalline and amorphous cellulose to reorganize in the presence of water (<xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>; <xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). Similarly, as was recently reported using IR and Raman spectroscopies, non-crystalline cellulose is capable of contributing in the same wavenumber and X-ray diffraction regions as the crystalline form (<xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>). Therefore, when present, such non-crystalline cellulose would contribute toward the estimated CrI of a material. Likewise, in solid-state MAS&#x2013;NMR, it is well recognized that the CrI depends on the amount of water in the sample (<xref ref-type="bibr" rid="B34">Park et al, 2009</xref>; <xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). To obtain well-resolved peaks in NMR, as a standard sampling protocol, certain amount of water is regularly added to the sample (<xref ref-type="bibr" rid="B43">Wickholm et al., 1998</xref>). This neglects the fact that the water addition causes reorganization of the less-than-fully-crystalline cellulose. And consequently, higher CrI values are obtained. Similarly, in 380-Raman, involved band intensities are slightly impacted by the sample&#x2019;s water content (<xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). Given this situation, it is clear that to estimate cellulose CrI more accurately, better methods are needed. It appears that two recently developed methods, 93-Raman (<xref ref-type="bibr" rid="B8">Agarwal et al., 2018</xref>) and 3-THz (terahertz spectroscopy) (<xref ref-type="bibr" rid="B40">Vieira and Pasquini, 2014</xref>; <xref ref-type="bibr" rid="B41">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Wang et al., 2021</xref>) are promising. Both these methods, although based on different spectroscopy techniques, estimate CrI using the same cellulose-crystal mode. Nevertheless, these methods need to be applied to a wide variety of cellulose materials before either one or both can be considered precise.</p>
<p>Many forms of aggregated cellulose are far from fully crystalline or amorphous, and it is vitally important to fully characterize them. Considering that not only cellulose CrI measurement has limited accuracy but also it is only one of the many characteristics of cellulose supramolecular structure, use of methods that give additional structural information is desirable. One such technique is MAS&#x2013;NMR, where in addition to CrI, other structural parameters, such as lateral fibril dimension and <italic>tg</italic>/<italic>gt</italic> ratio, can be estimated (<xref ref-type="bibr" rid="B43">Wickholm et al., 1998</xref>; <xref ref-type="bibr" rid="B36">Peciulyte et al., 2015</xref>; <xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). Nevertheless, additional methods are needed to further define the ultrastructure. For this purpose, applications of Raman spectroscopy have been developed in the laboratory of the author. Over the years, many of these methods have provided detailed structural information on cellulose. Here, such methods are briefly reviewed, and a case is made for their broader applicability so that the changes in the cellulose supramolecular structure can be more precisely evaluated. It is projected that improved understanding of the structure would yield to improved valorization of biomass largely due to better appraisal of the ways in which process conditions impact the supramolecular structure of cellulose.</p>
<sec id="s1-1">
<title>Raman Spectroscopy of Cellulose</title>
<p>In the studies of cellulose, although Raman spectroscopy was first applied a long time ago (<xref ref-type="bibr" rid="B14">Atalla and Dimick, 1975</xref>), the technological evolution of the instrumentation has led to countless advances in the area (<xref ref-type="bibr" rid="B15">Baldwin et al., 2002</xref>; <xref ref-type="bibr" rid="B1">Adar et al., 2007</xref>). Consequently, by means of modern instrumentation, the applications to the fields of cellulose and lignocellulose have greatly advanced (<xref ref-type="bibr" rid="B3">Agarwal, 2019</xref>). In particular, two classes of the applications stand out&#x2014;applications based on Raman imaging and analysis using the 1,064-nm excitation-based FT&#x2013;Raman technique. In the imaging, capability exists to chemically map the distribution of the material components at submicron level. On the other hand, the use of FT&#x2013;Raman permits acquisition of high-quality fluorescence-free spectra. Raman spectroscopy is being increasingly applied to many areas of cellulose research, and the obtained information has proven to be highly valuable. Recently, a review focusing on such advances was published (<xref ref-type="bibr" rid="B3">Agarwal, 2019</xref>). In this study, the focus is on those features in the Raman spectra of celluloses that have generated useful information in the context of aggregated structure of cellulose. A significant amount of the reported work was carried out in the laboratory of the author. However, where appropriate, the information from the literature is also included.</p>
<p>In the Raman spectra of celluloses, the assignments of most of the bands are available in the literature (<xref ref-type="bibr" rid="B44">Wiley and Atalla, 1987</xref>; <xref ref-type="bibr" rid="B18">Edwards et al., 1997</xref>). In <xref ref-type="table" rid="T1">Table 1</xref>, only those bands and their assignments are listed that are used in the information presented here.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Selected Raman frequencies and their assignments (70&#x2013;1,550&#xa0;cm<sup>&#x2212;1</sup>) of cellulose I (Avicel I), cellulose II (Avicel II), and amorphous cellulose (Avicel amorphous).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Avicel I</th>
<th align="center">Avicel II</th>
<th align="center">Avicel amorphous</th>
<th align="center">Most assignments&#x2a; (<xref ref-type="bibr" rid="B44">Wiley and Atalla, 1987</xref>; <xref ref-type="bibr" rid="B18">Edwards et al., 1997</xref>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">93(m)&#x2a;&#x2a;</td>
<td align="center">&#x2015;</td>
<td align="center">&#x2015;</td>
<td align="left">Crystal lattice mode</td>
</tr>
<tr>
<td align="left">348(w)</td>
<td align="center">353(m)</td>
<td align="center">356(m)</td>
<td align="left">Some heavy-atom stretching</td>
</tr>
<tr>
<td align="left">381(m)</td>
<td align="center">376(sh)</td>
<td align="center">&#x2015;</td>
<td align="left">Some heavy-atom stretching; <italic>&#x3b4;</italic>(CCC) ring</td>
</tr>
<tr>
<td align="left">&#x2015;</td>
<td align="center">577(m)</td>
<td align="center">&#x2015;</td>
<td align="left">Some heavy-atom stretching</td>
</tr>
<tr>
<td align="left">898(m)</td>
<td align="center">&#x2015;</td>
<td align="center">&#x2015;</td>
<td align="left">
<italic>&#x3bd;</italic>(COC) in-plane symmetric</td>
</tr>
<tr>
<td align="left">912(sh)</td>
<td align="center">&#x2015;</td>
<td align="center">&#x2015;</td>
<td align="left">HCC and HCO bending at C-6; <italic>&#x3bd;</italic>(COC) in-plane symmetric</td>
</tr>
<tr>
<td align="left">1,096(s)</td>
<td align="center">1,097(s)</td>
<td align="center">1,092(s)</td>
<td align="left">Stretching, C-C and C-O; <italic>&#x3bd;</italic>(COC) glycosidic asymmetric</td>
</tr>
<tr>
<td align="left">1,380(m)</td>
<td align="center">1,374(m)</td>
<td align="center">1,377(s)</td>
<td align="left">HCC, HCO, and HOC bending; <italic>&#x3b4;</italic>(CH2)</td>
</tr>
<tr>
<td align="left">1,463(sh)</td>
<td align="center">1,462(m)</td>
<td align="center">1,463(m)</td>
<td align="left">HCH and HOC bending; <italic>&#x3b4;</italic>(CH2) scissors</td>
</tr>
<tr>
<td align="left">1,476(m)</td>
<td align="center">&#x2015;</td>
<td align="center">&#x2015;</td>
<td align="left">HCH and HOC bending; <italic>&#x3b4;</italic>(CH2) scissors</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;<italic>&#x3bd;</italic> &#x3d; stretching, <italic>&#x3b4;</italic> &#x3d; in plane scissoring, <italic>&#x3c1;</italic> &#x3d; in-plane rocking, <italic>&#x3c4;</italic> &#x3d; out-of-plane twisting, &#x2a;&#x2a;relative band intensities in a spectrum are indicated by s &#x3d; strong, m &#x3d; medium, w &#x3d; weak, and sh &#x3d; shoulder.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s1-2">
<title>Cellulose Crystallinity</title>
<p>To estimate cellulose CrI, three Raman spectroscopy-based methods are used. They are based on the spectral contributions of crystalline cellulose at 1,481, 380, and 93&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="fig" rid="F1">Figure 1</xref>), and these are, respectively, referred to as 1481-Raman, 380-Raman, and 93-Raman (<xref ref-type="bibr" rid="B38">Schenzel et al., 2005</xref>; <xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>; <xref ref-type="bibr" rid="B8">Agarwal et al., 2018</xref>, respectively). Of the three methods, the 1481-Raman method, which was developed first and is based on the ratio of the 1,481 to 1,460&#xa0;cm<sup>&#x2212;1</sup> band intensities, is most limited. Even for pure celluloses, not only the bands at 1,481 and 1,460&#xa0;cm<sup>&#x2212;1</sup> have medium intensities but they also overlap significantly. Therefore, one needs to deconvolute them prior to intensity calculation. Added complexity arises for samples that contain other components such as hemicelluloses and lignin because Raman contributions of these are also present in the same spectral region (<xref ref-type="bibr" rid="B7">Agarwal and Ralph, 1997</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Raman spectra of tunicin (very high CrI), bleached hardwood kraft pulp (medium CrI), and completely amorphous cellulose (zero CrI) in the regions on which the three Raman methods are based; <bold>(A)</bold> 1,481&#xa0;cm<sup>&#x2212;1</sup>, <bold>(B)</bold> 380&#xa0;cm<sup>&#x2212;1</sup>, and <bold>(C)</bold> 93&#xa0;cm<sup>&#x2212;1</sup>.</p>
</caption>
<graphic xlink:href="fenrg-10-857621-g001.tif"/>
</fig>
<p>The second method, 380-Raman, developed in 2010, seems to suffer the characteristic that it fails to differentiate between organized and crystalline cellulose. As was reported earlier by <xref ref-type="bibr" rid="B8">Agarwal et al. (2018</xref>), the method estimated CrI values of 49.9 and 57.4% for aspen and red pine woods, respectively (<xref ref-type="bibr" rid="B9">Agarwal et al., 2013b</xref>), but in fact, later, the native cellulose in the wood cell wall was found to be non-crystalline (<xref ref-type="bibr" rid="B48">Agarwal et al., 2016</xref>). This further supported the argument that cellulose that is simply spatially organized/ordered and not crystalline is capable of making contributions in the spectral/diffraction regions that are typically associated with crystalline cellulose. The supporting evidence for this argument was recently obtained from the research that was based on ball-milled celluloses (<xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>), which clearly established that non-crystalline cellulose is indeed capable of making contributions where the contributions of crystalline cellulose are usually detected.</p>
<p>Contrary to the aforementioned two Raman methods, the third method, the 93-Raman, seems to accurately estimate the crystallinity. This method is synonymous with the 3&#xa0;THz method in terahertz spectroscopy (<xref ref-type="bibr" rid="B35">Parrott and Zeitler, 2015</xref>; <xref ref-type="bibr" rid="B8">Agarwal et al., 2018</xref>; <xref ref-type="bibr" rid="B41">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Wang et al., 2021</xref>) since both the methods detect the same lattice mode of crystalline cellulose. Moreover, as would be expected, the two spectroscopic energies are approximately equivalent (99&#xa0;cm<sup>&#x2212;1</sup> &#x3d; 3&#xa0;THz). Nevertheless, because these methods were recently developed, they have yet not been applied widely.</p>
</sec>
<sec id="s1-3">
<title>Conformation of Exocyclic CH<sub>2</sub>OH</title>
<p>In the Raman spectra of celluloses, the contributions of CH<sub>2</sub> bending modes that are sensitive to <italic>tg</italic> and <italic>gt</italic> conformation appear at 1,480 and 1,460&#xa0;cm<sup>&#x2212;1</sup>, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>). Whereas <italic>tg</italic> conformation containing cellulose I allomorph gives rise to a peak at 1,480&#xa0;cm<sup>&#x2212;1</sup>, the <italic>gt</italic> conformation-rich cellulose II, cellulose III, and amorphous phase all appear at 1,460&#xa0;cm<sup>&#x2212;1</sup>. Therefore, from the Raman spectrum of a sample, exocyclic CH<sub>2</sub>OH conformational information can be derived from the relative intensities at these two wavenumber positions. Based on <xref ref-type="disp-formula" rid="e1">Eqn. 1</xref>, the data in <xref ref-type="table" rid="T2">Table 2</xref> summarize such information for a number of cellulose materials including those that are highly crystalline (e.g., &#x23;1 and &#x23;9). Whatman CC31 (II), a highly crystalline cellulose II sample, was produced from the previously obtained Whatman CC31 (II) sample (<xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>) by additionally treating it with 2.5&#xa0;N HCl at 100&#xb0;C for 60&#xa0;min. Further details on the other listed materials in <xref ref-type="table" rid="T2">Table 2</xref> can be obtained from the following references: Whatman CC31 amorphous (<xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>), softwood bleached kraft pulp (SWBKP), never-dried NaOH-treated aspen wood holocellulose, HCl- and NaOH-treated aspen wood holocellulose, Avicel PH-101, Avicel PH-101 &#x2b; 10% xylan, Whatman CC31 (cotton microcrystalline cellulose or MCC), tunicin, 95.6% crystalline (<xref ref-type="bibr" rid="B48">Agarwal et al., 2016</xref>), and 10% NaOH (at 170&#xb0;C)-treated SWBKP (<xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>). In materials that are composed of only cellulose I allomorph, meaning that in addition to crystalline domains, only the amorphous phase is present, the <italic>gt</italic>/<italic>tg</italic> ratio is a measure of the disordered form of cellulose (<xref ref-type="bibr" rid="B38">Schenzel et al., 2005</xref>). As pointed out earlier, for cellulose I materials, one of the Raman CrI methods is based on the <italic>tg</italic>/<italic>gt</italic> ratio (1481-Raman). From the <italic>gt</italic>/<italic>tg</italic> ratio data given in <xref ref-type="table" rid="T2">Table 2</xref>, tunicin, a highly crystalline cellulose I&#x3b2; material, showed the lowest <italic>gt</italic>/<italic>tg</italic> ratio (0.36).<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>t</mml:mi>
<mml:mi>g</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>o</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac bevelled="true">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1460</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1480</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Raman spectra of selected samples in 1400- to 1,550-cm<sup>&#x2212;1</sup> region.</p>
</caption>
<graphic xlink:href="fenrg-10-857621-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>
<italic>gt</italic>/<italic>tg</italic> CH<sub>2</sub>OH conformational ratio (I<sub>1460</sub>/I<sub>1480</sub>) and accessibility to water (A).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th align="center">Description</th>
<th align="center">
<italic>gt</italic>/<italic>tg</italic> ratio<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
<th align="center">Accessibility to water (A) (%)</th>
<th align="center">Classification</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Whatman CC31 (II), 100% crystalline<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</td>
<td align="char" char=".">11.05</td>
<td align="char" char=".">57.2</td>
<td align="left">Cellulose II</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Whatman CC31, amorphous</td>
<td align="char" char=".">2.89</td>
<td align="char" char=".">100.0</td>
<td align="left">Amorphous</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Softwood bleached kraft pulp (SWBKP)</td>
<td align="char" char=".">0.77</td>
<td align="char" char=".">25.5</td>
<td align="left">Cellulose I and amorphous</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">10% NaOH (at 170&#xb0;C)-treated SWBKP</td>
<td align="char" char=".">2.34</td>
<td align="char" char=".">86.5</td>
<td align="left">Cellulose I, cellulose II, and amorphous</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">NaOH-treated aspen wood holocellulose, never-dried</td>
<td align="char" char=".">0.82</td>
<td align="char" char=".">49.0</td>
<td align="left">Non-crystalline cellulose</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">HCl- and NaOH-treated aspen wood holocellulose</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">23.6</td>
<td align="left">Cellulose I and amorphous</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">Avicel PH-101 (wood pulp)</td>
<td align="char" char=".">0.55</td>
<td align="char" char=".">24.4</td>
<td align="left">Microcrystalline cellulose I</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Avicel PH-101 &#x2b; 10% xylan</td>
<td align="char" char=".">0.60</td>
<td align="char" char=".">24.5</td>
<td align="left">Mixture of cellulose I and xylan</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Whatman CC31 (cotton)</td>
<td align="char" char=".">0.46</td>
<td align="char" char=".">12.3</td>
<td align="left">Microcrystalline cellulose I</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Tunicin, 95.6% crystalline<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>
</td>
<td align="char" char=".">0.36</td>
<td align="char" char=".">1.0</td>
<td align="left">Cellulose I</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Except sample &#x23;1, further details can be found in <xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>.</p>
</fn>
<fn id="Tfn2">
<label>b</label>
<p>In all cases, the SD was &#x3c;8%.</p>
</fn>
<fn id="Tfn3">
<label>c</label>
<p>CrI estimated as in <xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>.</p>
</fn>
<fn id="Tfn4">
<label>d</label>
<p>Segal-WAXS CrI.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In <xref ref-type="table" rid="T2">Table 2</xref>, considering the ratio data of the cellulose I and non-crystalline materials (see classification column) and excluding those that have cellulose II (&#x23;1 and &#x23;4, <xref ref-type="table" rid="T2">Table 2</xref>) or are completely amorphous (&#x23;2), the highest ratio is for &#x23;5 (never-dried NaOH-treated aspen wood holocellulose), implying that it is the most disordered. However, it is important to note that this sample was classified as non-crystalline and not as cellulose I (<xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Agarwal et al., 2018</xref>). Compared to its ratio value (0.82, <xref ref-type="table" rid="T2">Table 2</xref>), the cellulose I samples (&#x23;3, &#x23;6, &#x23;7 - &#x23;10) all showed lower values implying reduced degree of the CH<sub>2</sub>OH <italic>gt</italic> conformational disorder.</p>
</sec>
<sec id="s1-4">
<title>Accessibility to Water</title>
<p>Accessibility to water (A) of a cellulose sample is based on the ratio of two numbers. The numbers, for the sample and for the completely amorphous cellulose (which is taken as 100% accessible to water), are increases in the relative intensity of the 1,380-cm<sup>&#x2212;1</sup> band (I<sub>1380</sub>/I<sub>1096</sub> ratio), when all the D<sub>2</sub>O-accessible C<sub>6</sub> OHs are converted to C<sub>6</sub> OD groups. As reported previously (<xref ref-type="bibr" rid="B48">Agarwal et al., 2016</xref>; <xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>), <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> was used to calculate A. The A data are listed in <xref ref-type="table" rid="T2">Table 2</xref>.<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1380</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1380</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>h</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>In <xref ref-type="fig" rid="F3">Figure 3</xref>, two sets of spectra are shown, one for tunicin&#x2014;a highly crystalline I&#x3b2; cellulose, which showed no increase (<xref ref-type="fig" rid="F3">Figure 3A</xref>), and the other set for completely amorphous cellulose, which showed a 154% increase (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Moreover, considering that there are two types of accessible C6 OHs located either on the surface or in the interior of cellulose that can contribute to such an intensity increase, the &#x201c;A&#x201d; value represents the sum of both such contributions. However, depending on the characteristics of a sample, one or the other contribution type may dominate. For instance, in mostly crystalline nano-size celluloses, the surface contribution would be dominant.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>In H<sub>2</sub>O and D<sub>2</sub>O Raman spectra, in 850- to 1,550-cm<sup>&#x2212;1</sup> region, of <bold>(A)</bold> tunicin and <bold>(B)</bold> completely amorphous cellulose.</p>
</caption>
<graphic xlink:href="fenrg-10-857621-g003.tif"/>
</fig>
<p>In the case of tunicin (<xref ref-type="fig" rid="F3">Figure 3A</xref>), hardly any intensity increase at 1,380&#xa0;cm<sup>&#x2212;1</sup> is seen because nearly all cellulose is present in the crystalline state and the size of the crystal is substantial (10&#xa0;nm) (<xref ref-type="bibr" rid="B6">Agarwal et al., 2017</xref>). This implies that the contribution from the surfaces is minimal due to fewer surface CH<sub>2</sub>OH groups being available for the OH-to-OD exchange. Moreover, because the measurement of A does not discriminate between the accessible surface and interior CH<sub>2</sub>OH groups, a thin crystal, although fully crystalline, might produce a higher A value than a thick crystal that, in the interior, is not completely crystalline.</p>
</sec>
<sec id="s1-5">
<title>Chain Conformational Disorder</title>
<p>Recently, using Raman spectroscopy, we have introduced a new cellulose parameter &#x201c;chain conformational disorder&#x201d; (CCONDIS), which is yet another feature of the aggregated cellulose structure (<xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). For a material, CCONDIS is defined as the intensity ratio I<sub>900</sub>/I<sub>1096</sub>, where 120-min ball-milled cotton MCC is taken as being 100% disordered (CCONDIS &#x3d; 100). It has been observed that with the increased chain conformational disorder, the intensities of Raman bands at 900 and 1,096&#xa0;cm<sup>&#x2212;1</sup> are impacted the most, whereas the intensity of the former band increases, and it declines in the case of the 1,096&#xa0;cm<sup>&#x2212;1</sup> band (<xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>; <xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). Therefore, the ratio of these two intensities (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>) is a good measure of this disorder.<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>O</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>D</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>900</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1096</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>900</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>1096</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>h</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>In the publication (<xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>), CCONDIS data were generated for a set of cellulose nanocrystals (CNCs) that were obtained from a variety of sources, and it was found that in all the cases, compared to the wet state, the disorder was higher in the freeze-dried state (<xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>). Moreover, among the CNCs, wet <italic>Cladophora</italic> CNCs showed the least amount of the conformational disorder, whereas the freeze-dried pulp CNCs had the most disorder. Nevertheless, the observed trend in the wet state was not necessarily maintained on freeze-drying. In <xref ref-type="table" rid="T3">Table 3</xref>, CCONDIS data are reported for a number of samples.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Chain conformational disorder (CCONDIS).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Description</th>
<th align="center">CCONDIS (%)</th>
<th align="center">Classification</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Amorphous cellulose (Whatman CC31)</td>
<td align="char" char=".">100.0</td>
<td align="left">Amorphous cellulose</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Never-dried softwood bleached kraft pulp (SWBKP)</td>
<td align="char" char=".">40.6</td>
<td align="left">Cellulose I, amorphous cellulose, and hemicellulose</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Freeze-dried SWBKP</td>
<td align="char" char=".">51.2</td>
<td align="left">Cellulose I, amorphous cellulose, and hemicellulose</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">5% NaOH-treated (at 170&#xb0;C) SWBKP<xref ref-type="table-fn" rid="Tfn5">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">50.2</td>
<td align="left">Cellulose I, amorphous cellulose, and some hemicellulose</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Never-dried 4% NaOH-treated aspen wood holocellulose</td>
<td align="char" char=".">33.1</td>
<td align="left">Non-crystalline cellulose and _ hemicelluloses</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">4% NaOH-treated aspen wood holocellulose, oven-dried (at 110&#xb0;C)</td>
<td align="char" char=".">52.4</td>
<td align="left">Cellulose, mostly non-crystalline, and hemicelluloses</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">4% NaOH- and 4&#xa0;N HCl (100&#xb0;C, 6&#xa0;h)-treated aspen wood holocellulose<xref ref-type="table-fn" rid="Tfn5">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">45.4</td>
<td align="left">Cellulose I and some amorphous cellulose</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Wet Avicel PH-101<xref ref-type="table-fn" rid="Tfn6">
<sup>b</sup>
</xref>
</td>
<td align="char" char=".">25.3</td>
<td align="left">MCC cellulose I</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Wet (Avicel PH-101 &#x2b; 10% xylan)</td>
<td align="char" char=".">28.2</td>
<td align="left">Mixture of Cellulose I and 10% xylan</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Whatman CC31 (cotton MCC)</td>
<td align="char" char=".">27.5</td>
<td align="left">MCC cellulose I</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">Tunicin, 95.6% crystalline<xref ref-type="table-fn" rid="Tfn7">
<sup>c</sup>
</xref>
</td>
<td align="char" char=".">16.1</td>
<td align="left">Cellulose I</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn5">
<label>a</label>
<p>After treatment, the sample was dried at 25&#xb0;C.</p>
</fn>
<fn id="Tfn6">
<label>b</label>
<p>Microcrystalline cellulose (MCC) obtained from softwood pulp.</p>
</fn>
<fn id="Tfn7">
<label>c</label>
<p>Segal-WAXS crystallinity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Additional details on the samples can be obtained from the author&#x2019;s earlier publications: amorphous cellulose and Whatman CC31 MCC (<xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>); never-dried and freeze-dried SWBKPs (<xref ref-type="bibr" rid="B10">Agarwal et al., 2021b</xref>); 5% NaOH-treated (at 170&#xb0;C) SWBKP (<xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>); and never-dried and oven-dried 4% NaOH-treated aspen wood holocellulose, 4% NaOH- and 4&#xa0;N HCl (100&#xb0;C, 6&#xa0;h)-treated aspen wood holocellulose, wet Avicel PH-101, wet (Avicel PH-101 &#x2b; 10% xylan), tunicin, and 95.6% crystalline (<xref ref-type="bibr" rid="B48">Agarwal et al., 2016</xref>).</p>
<p>Moreover, in <xref ref-type="table" rid="T3">Table 3</xref>, the sample compositions have been classified in terms of presence of cellulose and hemicellulose. This gives some information about the components that are responsible for the spectral contributions. Most of the samples contain crystalline cellulose I together with some amorphous cellulose. However, several samples that are obtained from wood (&#x23;2 - &#x23;4; &#x23;5 - &#x23;7) also contain some hemicellulose.</p>
<p>Of the samples listed in <xref ref-type="table" rid="T3">Table 3</xref>, normalized Raman spectra of five samples (&#x23;1, &#x23;2, &#x23;5, &#x23;8, &#x23;11, respectively, amorphous cellulose, never-dried SWBKP, never-dried 4% NaOH-treated aspen wood holocellulose, wet Avicel PH-101, and tunicin), are compared in <xref ref-type="fig" rid="F4">Figure 4</xref>. Based on the band intensities at 900&#xa0;cm<sup>&#x2212;1</sup>, the rank of the samples with the least to most chain disorder is as follows: tunicin &#x3c; wet Avicel PH-101 &#x3c; never-dried 4% NaOH-treated aspen wood holocellulose &#x3c; never-dried SWBKP &#x3c; amorphous cellulose.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>900-cm<sup>&#x2212;1</sup> region of the normalized Raman spectra of selected samples listed in <xref ref-type="table" rid="T3">Table 3</xref>. The crystalline contribution present at 913&#xa0;cm<sup>&#x2212;1</sup> can also be seen for some samples.</p>
</caption>
<graphic xlink:href="fenrg-10-857621-g004.tif"/>
</fig>
<p>Considering the CCONDIS data, tunicin, highly crystalline cellulose, gave the lowest value (16.1%, <xref ref-type="table" rid="T3">Table 3</xref>), and it is likely that the non-zero value might be due to the contributions of the surface chains of the crystals. In the rest of the samples, the values were higher than tunicin. For instance, considering sample &#x23;5 (never-dried 4% NaOH-treated aspen wood holocellulose), it had a value of 33.1% (<xref ref-type="table" rid="T3">Table 3</xref>). However, on oven-drying, the chain disorder in the sample increased to 52.4%, an increase of 58%, suggesting that water removal played an important role in significantly increasing the CCONDIS. When the never-dried sample was treated with HCl to remove the remaining hemicellulose and amorphous cellulose from the sample, the CCONDIS value of the treated sample in the dry state (dried at 25&#xb0;C) was still higher than the value in the wet state (45 vs. 33.1%, <xref ref-type="table" rid="T3">Table 3</xref>). This, once again, underscored the importance of water in reducing the CCONDIS because the removal of the less-ordered components from the sample should have resulted in the reduction of CCONDIS, which did not happen. One major difference between these two samples is the state in which they were analyzed&#x2014;one sampled in the dry state whereas the other in the never-dried state. This order-inducing role of water is further seen when one considers the CCONDIS data for the SWBKP samples (&#x23;2&#x2013;&#x23;4, <xref ref-type="table" rid="T3">Table 3</xref>). Of the three CCONDIS values reported for the pulp samples, the lowest was for the never-dried state (40.6%, <xref ref-type="table" rid="T3">Table 3</xref>). Once the pulp was freeze-dried, the value increased to 51.2% (&#x23;3, <xref ref-type="table" rid="T3">Table 3</xref>). However, on 5% NaOH treatment (at 170&#xb0;C), the chain disorder of the dried pulp only slightly declined to 50.2% (&#x23;4, <xref ref-type="table" rid="T3">Table 3</xref>).</p>
<p>Next, wet Avicel PH-101 was compared with the sample where 10% xylan was added to it (&#x23;8 and &#x23;9, <xref ref-type="table" rid="T3">Table 3</xref>). The mixture sample was produced to mimic wood pulps, where in addition to cellulose, hemicelluloses are also present. It is found that presence of xylan increased the CCONDIS value only marginally (25.3&#x2013;28.2%, <xref ref-type="table" rid="T3">Table 3</xref>), and 90% of the mixed-sample disorder originated from cellulose. This information is important for estimating CCONDIS in samples that additionally contain hemicelluloses. This is particularly relevant because wood hemicelluloses, xylan and glucomannan, both have Raman contributions at 900&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B7">Agarwal and Ralph, 1997</xref>).</p>
<p>Last, comparing the three pure crystalline celluloses (&#x23;8, &#x23;10, and &#x23;11, <xref ref-type="table" rid="T3">Table 3</xref>), the obtained data suggested that the chain disorder, from least to most, is in the order tunicin &#x3c; Whatman CC31 &#x3c; Avicel PH-101.</p>
</sec>
<sec id="s1-6">
<title>Glycosidic Linkage Orientation Disorder</title>
<p>In describing the aggregated state of cellulose, the last Raman parameter that has been found useful is the intensity ratio of two low-frequency bands located approximately at 350 and 380&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="disp-formula" rid="e4">Eq. 4</xref>, <xref ref-type="table" rid="T4">Table 4</xref>). Although, previously, based on the latter peak, a Raman CrI method (380-Raman) was developed (<xref ref-type="bibr" rid="B11">Agarwal et al., 2010</xref>), the ratio I<sub>350</sub>/I<sub>380</sub> in cellulose I materials provides a measure of the overall glycosidic linkage orientation disorder (GLOD) in a sample. In cellulose, this is brought about by the changes in the dihedral angles about the two bonds involved in the glycosidic linkage (<xref ref-type="bibr" rid="B14">Atalla and Dimick, 1975</xref>). It is important to note that between the two bands, whereas cellulose I contributes mostly at 380&#xa0;cm<sup>&#x2212;1</sup>, cellulose II, cellulose III, and amorphous cellulose have principal contributions at &#x223c; 350&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B2">Agarwal, 2014</xref>; <xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>). Therefore, in the presence of allomorphs cellulose II and cellulose III, the ratio&#x2019;s value is increased by these ordered crystalline forms and the GLOD information becomes difficult to interpret. In <xref ref-type="table" rid="T4">Table 4</xref>, GLOD data are listed for a variety of samples that also included high crystalline cellulose I and cellulose II materials. The Raman spectra in the selected region are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The GLOD data are reported for the first time here.<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mtext>Glycosidic&#xa0;linkage&#xa0;orientation&#xa0;disorder</mml:mtext>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>350</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>380</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>350</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mn>380</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>h</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Glycosidic linkage orientation disorder.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Description</th>
<th align="center">GLOD<xref ref-type="table-fn" rid="Tfn8">
<sup>a</sup>
</xref> (%)</th>
<th align="center">References, for sample details</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Amorphous cellulose (120&#xa0;min ball-milled Whatman CC31)</td>
<td align="char" char=".">100</td>
<td align="left">
<xref ref-type="bibr" rid="B11">Agarwal et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Wet amorphous cellulose (Whatman CC3)</td>
<td align="char" char=".">32.3<xref ref-type="table-fn" rid="Tfn9">
<sup>b</sup>
</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B4">Agarwal et al. (2021a)</xref>
</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Freeze-dried softwood bleached kraft pulp (SWBKP)</td>
<td align="char" char=".">11.0</td>
<td align="left">
<xref ref-type="bibr" rid="B10">Agarwal et al. (2021b)</xref>
</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">10% NaOH-treated (at 170&#xb0;C) SWBKP<xref ref-type="table-fn" rid="Tfn9">
<sup>b</sup>
</xref>
</td>
<td align="char" char=".">39.5<xref ref-type="table-fn" rid="Tfn9">
<sup>b</sup>
</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B5">Agarwal et al. (2021c)</xref>
</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">4% NaOH-treated aspen wood holocellulose, freeze-dried</td>
<td align="char" char=".">15.5</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Agarwal et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">4% NaOH-treated aspen wood holocellulose, oven-dried (110&#xb0;C)</td>
<td align="char" char=".">14.8</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Agarwal et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">4% NaOH- and 4&#xa0;N HCl (100&#xb0;C, 6&#xa0;h)-treated aspen wood holocellulose</td>
<td align="char" char=".">11.7</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Agarwal et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Wet Avicel PH-101<xref ref-type="table-fn" rid="Tfn10">
<sup>c</sup>
</xref>
</td>
<td align="char" char=".">5.0</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Agarwal et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Wet (Avicel PH-101 &#x2b; 10% xylan)</td>
<td align="char" char=".">4.9</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Agarwal et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Whatman CC31 control</td>
<td align="char" char=".">9.6</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Agarwal et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">Whatman CC31 (cellulose II), 100% crystalline<xref ref-type="table-fn" rid="Tfn11">
<sup>d</sup>
</xref>
</td>
<td align="char" char=".">86.2<xref ref-type="table-fn" rid="Tfn9">
<sup>b</sup>
</xref>
</td>
<td align="left">This work</td>
</tr>
<tr>
<td align="left">12</td>
<td align="left">Tunicin, 95.6% crystalline<xref ref-type="table-fn" rid="Tfn12">
<sup>e</sup>
</xref>
</td>
<td align="char" char=".">9.4</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Agarwal et al. (2016)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn8">
<label>a</label>
<p>GLOD was also estimated using bands that were shifted from 380 to 350&#xa0;cm<sup>&#x2212;1</sup> positions. In case there was no peak, the intensity (<xref ref-type="disp-formula" rid="e4">Eq. 4</xref>) was still calculated at these wavenumbers.</p>
</fn>
<fn id="Tfn9">
<label>b</label>
<p>GLOD value is more complex due to the presence of cellulose II in the sample.</p>
</fn>
<fn id="Tfn10">
<label>c</label>
<p>Microcrystalline cellulose (MCC) obtained from softwood pulp.</p>
</fn>
<fn id="Tfn11">
<label>d</label>
<p>X-ray CrI method used as in <xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>.</p>
</fn>
<fn id="Tfn12">
<label>e</label>
<p>Segal-WAXS, crystallinity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Raman spectra of <bold>(A)</bold> dry amorphous and wet amorphous celluloses; <bold>(B)</bold> control and 10% NaOH-treated softwood bleached kraft pulp; <bold>(C)</bold> NaOH-treated aspen holopulp&#x2014;freeze-dried, oven-dried, and HCl-treated (&#x23;5, &#x23;6, and &#x23;7, <xref ref-type="table" rid="T4">Table 4</xref>); <bold>(D)</bold> Avicel PH-101 and 10% xylan containing Avicel PH-101 (samples &#x23;8 and &#x23;9, <xref ref-type="table" rid="T4">Table 4</xref>); <bold>(E)</bold> Whatman CC31, Whatman CC31 (Cellulose II), and tunicin (&#x23;10&#x2013;&#x23;12, respectively; <xref ref-type="table" rid="T4">Table 4</xref>).</p>
</caption>
<graphic xlink:href="fenrg-10-857621-g005.tif"/>
</fig>
<p>Comparing the GLOD data for totally amorphous cellulose in dry and wet states (<xref ref-type="fig" rid="F5">Figure 5A</xref>), although in the wet state, there is some cellulose II present, the one treated with water at 25&#xb0;C showed more than 3 times reduction in the disorder (&#x23;1 and &#x23;2, <xref ref-type="table" rid="T4">Table 4</xref>). As was reported earlier (<xref ref-type="bibr" rid="B4">Agarwal et al., 2021a</xref>), this was due to significant reorganization of the amorphous cellulose into cellulose I and cellulose II type structures. Consequently, the Raman intensity at 353&#xa0;cm<sup>&#x2212;1</sup> declined and increased at 377&#xa0;cm<sup>&#x2212;1</sup>(<xref ref-type="fig" rid="F5">Figure 5A</xref>). The next set of samples, &#x23;3 and &#x23;4, are SWBKP materials, one of which was treated with 10% NaOH at 170&#xb0;C for 90&#xa0;min (<xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>). As was reported in the cited reference, the alkali treatment partially converted pulp cellulose to cellulose II, which was revealed by its Raman spectrum due to the presence of a new cellulose band at 577&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="fig" rid="F5">Figure 5B</xref>) (<xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>). This caused the estimated value of GLOD to increase since the 353&#xa0;cm<sup>&#x2212;1</sup> intensity was higher, while the cellulose I contribution at 380&#xa0;cm<sup>&#x2212;1</sup> declined (<xref ref-type="fig" rid="F5">Figure 5B</xref>). As mentioned earlier, in the presence of cellulose II, the GLOD data are not reliable. Similar is the case with the pure cellulose II sample (&#x23;11, <xref ref-type="table" rid="T4">Table 4</xref>), where a very high value of GLOD was obtained due to this sample being a highly crystalline cellulose II material.</p>
<p>The next set of samples consisted of NaOH-treated aspen holopulp that was freeze-dried, oven-dried, and treated with HCl (&#x23;5, &#x23;6, and &#x23;7; <xref ref-type="table" rid="T4">Table 4</xref>). Whereas the GLOD data were similar between the freeze-died and oven-dried samples, indicating that they did not change significantly with regard to the GLOD in their aggregated structures, on acid hydrolysis at 100&#xb0;C for 6&#xa0;h, there was considerable decline in the GLOD value. The decline is caused by the removal of the amorphous cellulose domains in the holopulp, which led to an increase at 380&#xa0;cm<sup>&#x2212;1</sup> as the sample became more crystalline (<xref ref-type="fig" rid="F5">Figure 5C</xref>). Removal of amorphous cellulose by acid treatment is a widely recognized phenomenon and is used in the production of crystalline cellulose (<xref ref-type="bibr" rid="B39">Spiliopoulos et al., 2021</xref>). The next sample set contains pure Avicel PH-101 and 10% xylan-containing Avicel PH-101, and their spectra are shown in <xref ref-type="fig" rid="F5">Figure 5D</xref>. Here, no changes were detected in 250- to 450-cm<sup>&#x2212;1</sup> region of the spectra, and this supported the similar GLOD values of the two samples (&#x23;8, &#x23;9; <xref ref-type="table" rid="T4">Table 4</xref>). In the normalized spectra, identical contributions at 350 and 380&#xa0;cm<sup>&#x2212;1</sup> are expected from the two samples because xylan is known to have no significant bands at these band positions (<xref ref-type="bibr" rid="B7">Agarwal and Ralph, 1997</xref>).</p>
<p>Finally, the spectral features of two highly crystalline cellulose I samples&#x2014;cotton MCC (Whatman CC31) and tunicin, along with 100% crystalline cellulose II (Whatman CC31) are shown in <xref ref-type="fig" rid="F5">Figure 5E</xref>. As expected, the ratio values are similar between the two cellulose I samples (9.6 and 9.4; <xref ref-type="table" rid="T4">Table 4</xref>). In contrast, for cellulose II, the ratio is significantly higher (86.2; <xref ref-type="table" rid="T4">Table 4</xref>) due to the high intensity of the 355-cm<sup>&#x2212;1</sup> band in the Raman spectrum (<xref ref-type="fig" rid="F5">Figure 5E</xref>). The origin of this intensity lies in the cellulose allomorph itself and not in amorphous cellulose because this sample was 100% crystalline.</p>
</sec>
<sec id="s1-7">
<title>Processability Parameter</title>
<p>In future, it may be possible to relate the processability of a material with one or more of the Raman parameters discussed here. For example, in case of enzymatic hydrolyzability of cotton MCC (Whatman CC31) and amorphous cellulose, these parameters and the hydrolysis yields of these samples (<xref ref-type="bibr" rid="B12">Agarwal et al., 2013a</xref>) are listed in <xref ref-type="table" rid="T5">Table 5</xref>. The amount of cellulose that can be saccharified from the MCC (40%, <xref ref-type="table" rid="T5">Table 5</xref>) was significantly lower than the amount obtained from amorphous cellulose (90%, <xref ref-type="table" rid="T5">Table 5</xref>). Based on these limited data and the sample-associated Raman parameters, it appears that to improve saccharification, the cellulose materials should be processed such that the values of some of their Raman parameters are similar to those observed for amorphous cellulose (<xref ref-type="table" rid="T5">Table 5</xref>), which was highly hydrolyzable. The manner in which this can be accomplished ought to be the objective of future research. Only such investigations would reveal which of the four parameters, listed in <xref ref-type="table" rid="T5">Table 5</xref> (<italic>gt</italic>/<italic>tg</italic> ratio, accessibility to water, CCONDIS, and GLOD), is actually important in the context of enzymatic hydrolysis.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Comparison of Raman parameters and enzymatic hydrolysis yields.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameter</th>
<th align="center">Cotton MCC</th>
<th align="center">Amorphous cellulose</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>gt</italic>/<italic>tg</italic> ratio</td>
<td align="char" char=".">0.46</td>
<td align="char" char=".">2.89</td>
</tr>
<tr>
<td align="left">Accessibility to water</td>
<td align="char" char=".">12.3%</td>
<td align="char" char=".">100%</td>
</tr>
<tr>
<td align="left">CCONDIS</td>
<td align="char" char=".">27.5%</td>
<td align="char" char=".">100%</td>
</tr>
<tr>
<td align="left">GLOD</td>
<td align="char" char=".">9.6</td>
<td align="char" char=".">100%</td>
</tr>
<tr>
<td align="left">Enzymatic hydrolysis yield after 72&#xa0;h<xref ref-type="table-fn" rid="Tfn13">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">40%</td>
<td align="char" char=".">90%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn13">
<label>a</label>
<p>
<xref ref-type="bibr" rid="B12">Agarwal et al., 2013a</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s2">
<title>Conclusion</title>
<p>As shown by the spectral analyses presented here, additional information on the aggregated state of cellulose can be obtained by Raman spectroscopy. Beyond crystallinity, such supramolecular state-related parameters consist of the <italic>gt</italic>-to-<italic>tg</italic> ratio (CH<sub>2</sub>OH conformation), accessibility to water, chain conformation disorder, and glycosidic linkage orientation disorder. As reported earlier, in case a sample consists of cellulose polymorphs other than cellulose I, they can also be detected and quantified (<xref ref-type="bibr" rid="B2">Agarwal, 2014</xref>; <xref ref-type="bibr" rid="B5">Agarwal et al., 2021c</xref>). Clearly, Raman spectroscopy is capable of playing an important role in the field of valorization of cellulose materials and therefore should be used more often in such endeavors.</p>
</sec>
</body>
<back>
<sec id="s3">
<title>Author Contributions</title>
<p>UA, the sole author of the manuscript, obtained some of the data and wrote the entire manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="s4">
<title>Conflict of Interest</title>
<p>The author declares 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="s5">
<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 author acknowledges the help received from Sally Ralph in carrying out various experiments, obtaining some of the Raman spectra, and making combined versions of <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F5">5</xref>.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adar</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Delhaye</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>DaSilva</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Evolution of Instrumentation for Detection of the Raman Effect as Driven by Available Technologies and by Developing Applications</article-title>. <source>J. Chem. Educ.</source> <volume>84</volume>, <fpage>50</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1021/ed084p50</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>1064 Nm FT-Raman Spectroscopy for Investigations of Plant Cell walls and Other Biomass Materials</article-title>. <source>Front. Plant Sci.</source> <volume>5</volume>, <fpage>490</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2014.00490</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status</article-title>. <source>Molecules</source> <volume>24</volume>, <fpage>1659</fpage>. <pub-id pub-id-type="doi">10.3390/molecules24091659</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Baez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
</person-group> (<year>2021a</year>). <article-title>Contributions of Crystalline and Noncrystalline Cellulose Can Occur in the Same Spectral Regions: Evidence Based on Raman and IR and its Implication for Crystallinity Measurements</article-title>. <source>Biomacromolecules</source> <volume>22</volume>, <fpage>1357</fpage>&#x2013;<lpage>1373</lpage>. <pub-id pub-id-type="doi">10.1021/acs.biomac.0c01389</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Baez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
</person-group> (<year>2021c</year>). <article-title>Detection and Quantitation of Cellulose II by Raman Spectroscopy</article-title>. <source>Cellulose</source> <volume>28</volume>, <fpage>9069</fpage>&#x2013;<lpage>9079</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-021-04124-x</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Baez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Verrill</surname>
<given-names>S. P.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Effect of Sample Moisture Content on XRD-Estimated Cellulose Crystallinity index and Crystallite Size</article-title>. <source>Cellulose</source> <volume>24</volume>, <fpage>1971</fpage>&#x2013;<lpage>1984</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-017-1259-0</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>FT-Raman Spectroscopy of wood: Identifying Contributions of Lignin and Carbohydrate Polymers in the Spectrum of Black spruce (<italic>Picea Mariana</italic>)</article-title>. <source>Appl. Spectrosc.</source> <volume>51</volume>, <fpage>1648</fpage>&#x2013;<lpage>1655</lpage>. <pub-id pub-id-type="doi">10.1366/0003702971939316</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Baez</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>New Cellulose Crystallinity Estimation Method that Differentiates between Organized and Crystalline Phases</article-title>. <source>Carbohydr. Polym.</source> <volume>190</volume>, <fpage>262</fpage>&#x2013;<lpage>270</lpage>. <pub-id pub-id-type="doi">10.1016/j.carbpol.2018.03.003</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Baez</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Probing Crystallinity of Never-Dried Wood Cellulose With Raman Spectroscopy</article-title>. <source>Cellulose</source> <volume>23</volume>, <fpage>125</fpage>&#x2013;<lpage>144</lpage>. </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2013b</year>). <article-title>Estimation of Cellulose Crystallinity of Lignocelluloses Using Near-IR FT-Raman Spectroscopy and Comparison of the Raman and Segal-WAXS Methods</article-title>. <source>J. Agric. Food Chem.</source> <volume>61</volume> (<issue>1</issue>), <fpage>103</fpage>&#x2013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1021/jf304465k</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Catchmark</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>E. J.</given-names>
</name>
<etal/>
</person-group> (<year>2021b</year>). <article-title>Characterization of the Supramolecular Structures of Cellulose Nanocrystals of Different Origins</article-title>. <source>Cellulose</source> <volume>28</volume>, <fpage>1369</fpage>&#x2013;<lpage>1385</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-020-03590-z</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Reiner</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Cellulose I Crystallinity Determination Using FT-Raman Spectroscopy: Univariate and Multivariate Methods</article-title>. <source>Cellulose</source> <volume>17</volume>, <fpage>721</fpage>&#x2013;<lpage>733</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-010-9420-z</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Ralph</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2013a</year>). <article-title>Enzymatic Hydrolysis of Loblolly pine: Effects of Cellulose Crystallinity and Delignification</article-title>. <source>Holzforschung</source> <volume>67</volume>, <fpage>371</fpage>&#x2013;<lpage>377</lpage>. <pub-id pub-id-type="doi">10.1515/hf-2012-0116</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aldaeus</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Larsson</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Srndovic</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Kubat</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Karlstr&#xf6;m</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Peciulyte</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>The Supramolecular Structure of Cellulose-Rich wood Pulps Can Be a Determinative Factor for Enzymatic Hydrolysability</article-title>. <source>Cellulose</source> <volume>22</volume>, <fpage>3991</fpage>&#x2013;<lpage>4002</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-015-0766-0</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Atalla</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Dimick</surname>
<given-names>B. E.</given-names>
</name>
</person-group> (<year>1975</year>). <article-title>Raman-spectral Evidence for Differences between the Conformations of Cellulose I and Cellulose II</article-title>. <source>Carbohydr. Res.</source> <volume>39</volume>. <comment>
<bold>Cl&#x2013;C3</bold>
</comment>. <pub-id pub-id-type="doi">10.1016/s0008-6215(00)82656-7</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Baldwin</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Batchelder</surname>
<given-names>D. N.</given-names>
</name>
<name>
<surname>Webster</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2002</year>). &#x201c;<article-title>Raman Microscopy: Confocal and Scanning Near-Field</article-title>,&#x201d; in <source>Handbook of Raman Spectroscopy</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Lewis</surname>
<given-names>I. R.</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>H. G.</given-names>
</name>
</person-group> (<publisher-loc>New York</publisher-loc>: <publisher-name>Marcel Dekker</publisher-name>), <fpage>145</fpage>&#x2013;<lpage>190</lpage>. <comment>Ch. 4</comment>. </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chundawat</surname>
<given-names>S. P. S.</given-names>
</name>
<name>
<surname>Donohoe</surname>
<given-names>B. S.</given-names>
</name>
<name>
<surname>da Costa Sousa</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Elder</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Agarwal</surname>
<given-names>U. P.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Multi-scale Visualization and Characterization of Lignocellulosic Plant Cell wall Deconstruction during Thermochemical Pretreatment</article-title>. <source>Energy Environ. Sci.</source> <volume>4</volume>, <fpage>973</fpage>&#x2013;<lpage>984</lpage>. <pub-id pub-id-type="doi">10.1039/c0ee00574f</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Figueiredo</surname>
<given-names>L. P.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>F. F.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The Rietveld Method as a Tool to Quantify the Amorphous Amount of Microcrystalline Cellulose</article-title>. <source>J. Pharm. Sci.</source> <volume>103</volume>, <fpage>1394</fpage>&#x2013;<lpage>1399</lpage>. <pub-id pub-id-type="doi">10.1002/jps.23909</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Edwards</surname>
<given-names>H. G. M.</given-names>
</name>
<name>
<surname>Farwell</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Webster</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>FT Raman Microscopy of Untreated Natural Plant Fibres</article-title>. <source>Spectrochimica Acta A: Mol. Biomol. Spectrosc.</source> <volume>53</volume>, <fpage>2383</fpage>&#x2013;<lpage>2392</lpage>. <pub-id pub-id-type="doi">10.1016/s1386-1425(97)00178-9</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname>
<given-names>L. T.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>Y.-H.</given-names>
</name>
<name>
<surname>Beardmore</surname>
<given-names>D. H.</given-names>
</name>
</person-group> (<year>1980</year>). <article-title>Mechanism of the Enzymatic Hydrolysis of Cellulose: Effects of Major Structural Features of Cellulose on Enzymatic Hydrolysis</article-title>. <source>Biotechnol. Bioeng.</source> <volume>22</volume>, <fpage>177</fpage>&#x2013;<lpage>199</lpage>. <pub-id pub-id-type="doi">10.1002/bit.260220113</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Foston</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hubbell</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Samuel</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>S.-Y.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Chemical, Ultrastructural and Supramolecular Analysis of Tension wood in Populus Tremula X alba as a Model Substrate for Reduced Recalcitrance</article-title>. <source>Energ. Environ. Sci.</source> <volume>4</volume>, <fpage>4962</fpage>&#x2013;<lpage>4971</lpage>. <pub-id pub-id-type="doi">10.1039/c1ee02073k</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Jebrane</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Terziev</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Daniel</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Enzymatic Hydrolysis of the Gelatinous Layer in Tension wood of Salix Varieties as a Measure of Accessible Cellulose for Biofuels</article-title>. <source>Biotechnol. Biofuels</source> <volume>14</volume>, <fpage>141</fpage>. <pub-id pub-id-type="doi">10.1186/s13068-021-01983-1</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gierlinger</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Goswami</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Schmidt</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Burgert</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Coutand</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Rogge</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>
<italic>In Situ</italic> FT-IR Microscopic Study on Enzymatic Treatment of poplar wood Cross-Sections</article-title>. <source>Biomacromolecules</source> <volume>9</volume>, <fpage>2194</fpage>&#x2013;<lpage>2201</lpage>. <pub-id pub-id-type="doi">10.1021/bm800300b</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Himmel</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Picataggio</surname>
<given-names>S. K.</given-names>
</name>
</person-group> (<year>2008</year>). &#x201c;<article-title>Our challenge Is to Acquire Deeper Understanding of Biomass Recalcitrance and Conversion</article-title>,&#x201d; in <source>Biomass Recalcitrance</source>. Editor <person-group person-group-type="editor">
<name>
<surname>Himmel</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<publisher-loc>Oxford, United Kingdom</publisher-loc>: <publisher-name>Blackwell Publishing Lt.</publisher-name>), <fpage>1</fpage>&#x2013;<lpage>6</lpage>. </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huber</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Iborra</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Corma</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Synthesis of Transportation Fuels from Biomass: Chemistry, Catalysts, and Engineering</article-title>. <source>Chem. Rev.</source> <volume>106</volume>, <fpage>4044</fpage>&#x2013;<lpage>4098</lpage>. <pub-id pub-id-type="doi">10.1021/cr068360d</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ibbett</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Gaddipati</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hill</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tucker</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Structural Reorganisation of Cellulose Fibrils in Hydrothermally Deconstructed Lignocellulosic Biomass and Relationships with Enzyme Digestibility</article-title>. <source>Biotechnol. Biofuels</source> <volume>6</volume>, <fpage>33</fpage>. <pub-id pub-id-type="doi">10.1186/1754-6834-6-33</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jeoh</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ishizawa</surname>
<given-names>C. I.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Himmel</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Adney</surname>
<given-names>W. S.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>D. K.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Cellulase Digestibility of Pretreated Biomass Is Limited by Cellulose Accessibility</article-title>. <source>Biotechnol. Bioeng.</source> <volume>98</volume>, <fpage>112</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1002/bit.21408</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Johnson</surname>
<given-names>D. K.</given-names>
</name>
<name>
<surname>Elander</surname>
<given-names>R. T.</given-names>
</name>
</person-group> (<year>2008</year>). &#x201c;<article-title>Pretreatments for Enhanced Digestibility of Feedstocks</article-title>,&#x201d; in <source>Biomass Recalcitrance</source>. Editor <person-group person-group-type="editor">
<name>
<surname>Himmel</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<publisher-loc>Oxford, United Kingdom</publisher-loc>: <publisher-name>Blackwell Publishing Lt.</publisher-name>), <fpage>436</fpage>&#x2013;<lpage>453</lpage>. </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leu</surname>
<given-names>S.-Y.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J. Y.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Substrate-related Factors Affecting Enzymatic Saccharification of Lignocelluloses: Our Recent Understanding</article-title>. <source>Bioenerg. Res.</source> <volume>6</volume> (<issue>2</issue>), <fpage>405</fpage>&#x2013;<lpage>415</lpage>. <pub-id pub-id-type="doi">10.1007/s12155-012-9276-1</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ling</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Makarem</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Santiago Cintr&#xf3;n</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>H. N.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Effects of ball Milling on the Structure of Cotton Cellulose</article-title>. <source>Cellulose</source> <volume>26</volume>, <fpage>305</fpage>&#x2013;<lpage>328</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-018-02230-x</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maddams</surname>
<given-names>W. F.</given-names>
</name>
</person-group> (<year>1980</year>). <article-title>The Scope and Limitations of Curve Fitting</article-title>. <source>Appl. Spectrosc.</source> <volume>34</volume>, <fpage>245</fpage>&#x2013;<lpage>267</lpage>. <pub-id pub-id-type="doi">10.1366/0003702804730312</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mosier</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Wyman</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Dale</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Elander</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Holtzapple</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Features of Promising Technologies for Pretreatment of Lignocellulosic Biomass</article-title>. <source>Bioresour. Tech.</source> <volume>96</volume>, <fpage>673</fpage>&#x2013;<lpage>686</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2004.06.025</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ohmine</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ooshima</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Harano</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>1983</year>). <article-title>Kinetic Study on Enzymatic Hydrolysis of Cellulose by Cellulose fromTrichoderma Viride</article-title>. <source>Biotechnol. Bioeng.</source> <volume>25</volume>, <fpage>2041</fpage>&#x2013;<lpage>2053</lpage>. <pub-id pub-id-type="doi">10.1002/bit.260250813</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Baker</surname>
<given-names>J. O.</given-names>
</name>
<name>
<surname>Himmel</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Parilla</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>D. K.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Cellulose Crystallinity index: Measurement Techniques and Their Impact on Interpreting Cellulase Performance</article-title>. <source>Biotechnol. Biofuels</source> <volume>3</volume>, <fpage>10</fpage>. <pub-id pub-id-type="doi">10.1186/1754-6834-3-10</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>D. K.</given-names>
</name>
<name>
<surname>Ishizawa</surname>
<given-names>C. I.</given-names>
</name>
<name>
<surname>Parilla</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>M. F.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Measuring the Crystallinity index of Cellulose by Solid State 13C Nuclear Magnetic Resonance</article-title>. <source>Cellulose</source> <volume>16</volume>, <fpage>641</fpage>&#x2013;<lpage>647</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-009-9321-1</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parrott</surname>
<given-names>E. P. J.</given-names>
</name>
<name>
<surname>Zeitler</surname>
<given-names>J. A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Terahertz Time-Domain and Low-Frequency Raman Spectroscopy of Organic Materials</article-title>. <source>Appl. Spectrosc.</source> <volume>69</volume>, <fpage>1</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1366/14-07707</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peciulyte</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Karlstr&#xf6;m</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Larsson</surname>
<given-names>P. T.</given-names>
</name>
<name>
<surname>Olsson</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Impact of the Supramolecular Structure of Cellulose on the Efficiency of Enzymatic Hydrolysis</article-title>. <source>Biotechnol. Biofuels</source> <volume>8</volume>, <fpage>56</fpage>. <pub-id pub-id-type="doi">10.1186/s13068-015-0236-9</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rollin</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Sathitsuksanoh</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.-H. P.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Increasing Cellulose Accessibility Is More Important Than Removing Lignin: A Comparison of Cellulose Solvent-Based Lignocellulose Fractionation and Soaking in Aqueous Ammonia</article-title>. <source>Biotechnol. Bioeng.</source> <volume>108</volume>, <fpage>22</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1002/bit.22919</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schenzel</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Brendler</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>New Method for Determining the Degree of Cellulose I Crystallinity by Means of FT Raman Spectroscopy</article-title>. <source>Cellulose</source> <volume>12</volume>, <fpage>1971</fpage>&#x2013;<lpage>1924</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-004-3885-6</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spiliopoulos</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Spirk</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>P&#xe4;&#xe4;kk&#xf6;nen</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Viljanen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Svedstr&#xf6;m</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Pitk&#xe4;nen</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Visualizing Degradation of Cellulose Nanofibers by Acid Hydrolysis</article-title>. <source>Biomacromolecules</source> <volume>22</volume>, <fpage>1399</fpage>&#x2013;<lpage>1405</lpage>. <pub-id pub-id-type="doi">10.1021/acs.biomac.0c01625</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vieira</surname>
<given-names>F. S.</given-names>
</name>
<name>
<surname>Pasquini</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Determination of Cellulose Crystallinity by Terahertz-Time Domain Spectroscopy</article-title>. <source>Anal. Chem.</source> <volume>86</volume>, <fpage>3780</fpage>&#x2013;<lpage>3786</lpage>. <pub-id pub-id-type="doi">10.1021/ac4035746</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Horikawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Tsuchikawa</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Inagaki</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Terahertz Time-Domain Spectroscopy as a Novel Tool for Crystallographic Analysis in Cellulose</article-title>. <source>Cellulose</source> <volume>27</volume>, <fpage>9767</fpage>&#x2013;<lpage>9777</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-020-03508-9</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tsuchikawa</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Inagaki</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Terahertz Time-Domain Spectroscopy as a Novel Tool for Crystallographic Analysis in Cellulose: The Potentiality of Being a New Standard for Evaluating Crystallinity</article-title>. <source>Cellulose</source> <volume>28</volume>, <fpage>5293</fpage>&#x2013;<lpage>5304</lpage>. <pub-id pub-id-type="doi">10.1007/s10570-021-03902-x</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wickholm</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Larsson</surname>
<given-names>P. T.</given-names>
</name>
<name>
<surname>Iversen</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Assignment of Non-crystalline Forms in Cellulose I by CP/MAS 13C NMR Spectroscopy</article-title>. <source>Carbohydr. Res.</source> <volume>312</volume>, <fpage>123</fpage>&#x2013;<lpage>129</lpage>. <pub-id pub-id-type="doi">10.1016/s0008-6215(98)00236-5</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiley</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Atalla</surname>
<given-names>R. H.</given-names>
</name>
</person-group> (<year>1987</year>). <article-title>Band Assignments in the Raman Spectra of Celluloses</article-title>. <source>Carbohydr. Res.</source> <volume>160</volume>, <fpage>113</fpage>&#x2013;<lpage>129</lpage>. <pub-id pub-id-type="doi">10.1016/0008-6215(87)80306-3</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lau</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rezaei</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Takada</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Steam Explosion of Lignocellulosic Biomass for Multiple Advanced Bioenergy Processes: A Review</article-title>. <source>Renew. Sustain. Energ. Rev.</source> <volume>154</volume>, <fpage>111871</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2021.111871</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Lei</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Lignocellulosic Biomass to Biofuels and Biochemicals: A Comprehensive Review with a Focus on Ethanol Organosolv Pretreatment Technology</article-title>. <source>Biotechnol. Bioeng.</source> <volume>115</volume>, <fpage>2683</fpage>&#x2013;<lpage>2702</lpage>. <pub-id pub-id-type="doi">10.1002/bit.26788</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Gleisner</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Sulfite Pretreatment (SPORL) for Robust Enzymatic Saccharification of spruce and Red pine</article-title>. <source>Bioresour. Tech.</source> <volume>100</volume>, <fpage>2411</fpage>&#x2013;<lpage>2418</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2008.10.057</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>