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		<title>Raman Spectroscopic Study of Graphene</title>
		<link>https://www.analyzetest.com/2021/04/18/raman-spectroscopic-study-of-as-deposited-and-exfoliated-defected-graphene-grown-on-001-si-substrates-by-cvd/</link>
		
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					<description><![CDATA[Click here to see other posts about Raman Only 10 $ per sample for interpreting of your Raman spectrum Payment Upon Completion Contact us... We present here results on a Raman spectroscopic study of the deposited defected graphene on Si substrates by chemical vapor deposition (thermal decomposition of acetone). The graphene films are not deposited [&#8230;]]]></description>
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<p>We present here results on a Raman spectroscopic study of the deposited defected graphene on Si substrates by chemical vapor deposition (thermal decomposition of acetone). The graphene films are not deposited on the (001) Si substrate directly but on two types of interlayers of mixed phases unintentionally deposited on the substrates: а diamond-like carbon (designated here as DLC) and amorphous carbon (designated here as&nbsp;<em>α</em>C) are dominated ones. </p>



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<p>The performed thorough Raman spectroscopic study of as-deposited as well as exfoliated specimens by two different techniques using different excitation wavelengths (488, 514, and 613 nm) as well as polarized Raman spectroscopy establishes that the composition of the designated DLC layers varies with depth: the initial layers on the Si substrate consist of DLC, nanodiamond species, and C<sub>70</sub>fullerenes while the upper ones are dominated by DLC with an occasional presence of C<sub>70</sub>&nbsp;fullerenes. The&nbsp;<em>α</em>C interlayer is dominated by turbostratic graphite and contains a larger quantity of C<sub>70</sub>&nbsp;than the DLC-designated interlayers. The results of polarized and unpolarized Raman spectroscopic studies of as-grown and exfoliated graphene films tend to assume that single- to three-layered defected graphene is deposited on the interlayers. It can be concluded that the observed slight upshift of the 2D band as well as the broadening of 2D band should be related to the strain and doping.</p>



<h4 class="wp-block-heading" id="introduction">1. Introduction</h4>



<p>Graphene is a one-atom-thick layered material that consists of completely sp<sup>2</sup>-bonded carbon atoms tightly packed into a honeycomb lattice. It has a lot of unique properties promising a huge number of possible applications (see, e.g., [<a>1</a>]). A lot of different ways of synthesizing graphene were experimentally tested during the last decade; however, only thermally and plasma-assisted chemical vapor deposition (CVD/PECVD) on metal substrates (copper, nickel, etc.) [<a>2</a>,&nbsp;<a>3</a>] as well as epitaxial growth on SiC substrates and so on [<a>4</a>,&nbsp;<a>5</a>] were developed for industrial application. The latter method is based on C (or Si) termination of the (0001)<sub>C</sub>&nbsp;(or (0001)<sub>Si</sub>) SiC surface and requires high temperature and expensive SiC substrates. The CVD method is based on the plasma-enhanced thermal decomposition of a carbon-containing precursor on a catalytic metal surface. This method provides high reliability and relatively high quality of graphene films, and now, there are a lot of suppliers of reactors for PECVD of graphene. The most preferred precursor is methane (CH<sub>4</sub>) as the chemical bond in CH<sub>4</sub>&nbsp;is relatively strong and prevents fast decomposition of the reagent at temperatures below 1000°C (see, e.g., [<a>6</a>]). However, production for microelectronic applications requires transfer of the graphene layers on an insulating surface and, consequently, a large number of additional defects affecting the properties of graphene can be introduced. Therefore, the problem with the deposition of graphene on silicon (or surfaces compatible with silicon technology such as SiO<sub>2</sub>) still remains unsolved. We demonstrated the possible application of acetone as a precursor in a thermally assisted CVD and showed that few-layered defected graphene/folded graphene can be deposited on commercially available metal foils—Ni, (Cu<sub>0.5</sub>Ni<sub>0.5</sub>),&nbsp;<em>μ</em>-metal, and stainless steel SS 304 in a recently published work [<a>7</a>]. Further, we established (see [<a>8</a>]) by Raman spectroscopy, scanning electron microscopy (SEM), X-ray diffraction (XRD), and grazing incidence X-ray diffraction (GIXRD) as well as by X-ray photoelectron spectroscopy (XPS) the presence of single- to few-layered defected graphene on two different types of interlayers deposited on (100) Si surface: (i) a diamond-like carbon (DLC) layer with some SiC contents (in the range below 5w%) and some residual quantities of SiO<sub>2</sub>, and (ii) a complex amorphous carbon layer consisting of a mixture of sp<sup>2</sup>&#8211; and sp<sup>3</sup>-hybridized carbon as well as very small amount of fullerenes, SiO, and so on.</p>



<p>Here, we focus our experimental study on the Raman spectroscopic characterization of defected as-deposited graphene layers (including polarized spectroscopy) as well as graphene flakes exfoliated from similar specimens by two different ways using 488, 514, and 633 nm excitation laser wavelengths aiming at unambiguous confirmation of the graphene deposition of as well as the identification of the exact composition of the interlayers between the Si substrate and graphene layer/s.</p>



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<h4 class="wp-block-heading" id="experimental">2. Experimental</h4>



<h5 class="wp-block-heading" id="sec2.1">2.1. CVD Process</h5>



<p>We use 2 inches in diameter (001) Si substrates and a horizontal tube quartz CVD reactor with an internal diameter of approximately 70 mm. The experimental setup also consists of a gas-supply system (inlet and outlet parts), a thermostat with acetone evaporation alert/indication system, a quartz substrate holder, and a resistive heating furnace. The CVD process is based on thermal decomposition of acetone in Ar main gas flow. The deposition temperature was in the range 1150–1160°C. The temperature of the thermostat was kept at 12°C. In order to prevent the supersaturation in the high-temperature zone of the reactor, we used a “pulsed” regime in experiments by alternating the flow of the gas mixture of Ar + C<sub>3</sub>H<sub>6</sub>O) for 3 min on top of the main flow of pure Ar of about 150–180 cm<sup>3</sup>/min for 1.5 min for each pulse. The optimal results (predominantly single-layered graphene) were obtained after two deposition pulses.</p>



<h5 class="wp-block-heading" id="sec2.2">2.2. Exfoliation</h5>



<p>We exfoliated the carbon films deposited on (001) Si substrates by the following two different techniques:(i)The Scotch tape method (see, e.g., [<a>9</a>]): we put tightly the adhesive Scotch tape on the multilayered graphene side of the specimens. After peeling the tape off the specimen, a single- to few-layered graphene remains on the tape’s surface and the interlayer between the upper few layers of graphene and the substrate becomes accessible for spectroscopic examination. Then, we put tightly the Scotch tape with graphene flakes either on 320 nm SiO<sub>2</sub>/Si or on glass substrate. About 30–50% of the graphene flakes remain adhered to the SiO<sub>2</sub>&nbsp;or glass substrate after removing the tape due to the Van der Waals force.(ii)We also adhered the multilayered graphene side of the specimens to epoxy resin. After careful cleavage, the most part of the graphene layer/s remains on the surface of the resin. Then, the adhered to the resin graphene film becomes accessible for spectroscopic examination. The Raman spectrum of the epoxy resin does not contain strong peaks around the 2D band of graphene (the area around 2630–2670 cm<sup>−1</sup>). We established that the 2D band of graphene is clearly distinguishable for graphene regions lying on gas bubbles close to the surface of the resin; otherwise, the 2D band of graphene is weak.</p>



<h5 class="wp-block-heading" id="sec2.3">2.3. Characterization</h5>



<p>The Raman measurements were carried out in backscattering geometry at a micro-Raman HORIBA Jobin Yvon Labram HR 800 visible spectrometer equipped with a Peltier-cooled CCD detector with a He-Ne (633 nm wavelength and 0.5 mW) laser excitation. The 514 nm (about 23 mW) as well as 488 nm (about 24 mW) lines of an external Ar laser were also used. The laser beam was focused on a spot of about 1 <em>μ</em>m in diameter, the spectral resolution being 0.5, 0.7, and 1 cm<sup>−1</sup>, respectively, or better.</p>



<p>The Raman spectrum of graphene is a clearly established fingerprint of this 2D material (see [<a>10</a>]). The main first-order features in the Raman spectra of graphene and defect-infested graphene excited at 633 nm wavelength are the following:(i)G band (~1582 cm<sup>−1</sup>) is the only band in graphene allowed by selection rules for first-order Raman effect; it is ascribed to optical (iTO and LO) doubly degenerate phonons of E<sub>2g</sub>&nbsp;symmetry at the Γ point (initially described by Tuinstra and Koenig [<a>11</a>]).(ii)D band (~1330 cm<sup>−1</sup>) is due to breathing-like bands of C hexagonal rings (corresponding to transverse optical phonons near the K point) and requires a defect for its activation via an intervalley double-resonance Raman process (see [<a>12</a>]).(iii)D’ band (at about 1615 cm<sup>−1</sup>; defect induced similarly to the D band) occurs via an intravalley double-resonance process (see, e.g., [<a>13</a>]).(iv)D” band (at about 1145 cm<sup>−1</sup>) is resulting from double-resonance intervalley scattering of LA phonons on defects (see [<a>14</a>]). The intensity of this band should be about 100 times lower than that of the D band.</p>



<p>Overtones and combination bands:(i)2D band (historically known from graphite and carbon nanotube-related literature as G’- peak) appears at about 2648–2665 cm<sup>−1</sup>. It is clearly shown [<a>15</a>–<a>20</a>] that the shape and width of the 2D band can be used for the identification of the mono-, bi-, and three-layered graphene.(ii)The overtone of the D’- peak (2D’) and combination G&nbsp;(phonons), as well as (D+D’) bands, occur around 3230, 2450, and 2930 cm<sup>−1</sup>, respectively (see [<a>21</a>]).</p>



<h4 class="wp-block-heading" id="results-and-discussion">3. Results and Discussion</h4>



<p>Two areas with different surface morphologies are observed by optical microscopy (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#a" target="_blank" rel="noreferrer noopener">1(a)</a>): a clear relief (ridge-like formations) lying along &lt;001&gt; directions covers the first area denoted as DLC while the second area (denoted as&nbsp;<em>α</em>C) is covered by an inhomogeneous film with a constant depth. It should be also mentioned that optical inhomogeneities are observed on the DLC as well as&nbsp;<em>α</em>C-marked areas.<img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001b.svgz"><br><strong>(b)</strong><img decoding="async" alt="(c)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001c.svgz"><br><strong>(c)</strong><img decoding="async" alt="(d)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001d.svgz"><br><strong>(d)</strong><img decoding="async" alt="(e)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001e.svgz"><br><strong>(e)</strong><img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001b.svgz"><br><strong>(b)</strong><img decoding="async" alt="(c)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001c.svgz"><br><strong>(c)</strong><img decoding="async" alt="(d)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001d.svgz"><br><strong>(d)</strong><img decoding="async" alt="(e)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.001e.svgz"><br><strong>(e)</strong><strong>Figure 1</strong>Optical microscopy image of the surface morphology of (a) as-deposited graphene and graphene-related phases on diamond-like carbon (DLC) and amorphous carbon (<em>α</em>C) interlayers. The arrows remarked [100] and [010] directions of the Si substrate. The marker represents 20 <em>μ</em>m. (b) The exfoliated and transferred graphene flakes on 320 nm SiO<sub>2</sub>. The Raman spectra are taken from “+”-marked positions. The marker represents 30 <em>μ</em>m. (c) The layers remaining on the surface of the substrate after exfoliation by Scotch tape. The Raman spectra are taken from the “+”-marked positions near points 1, 2, and 3. The marker represents 30 <em>μ</em>m. (d) The exfoliated and transferred graphene flakes on glass substrate. The Raman spectra are taken from the “+”-marked positions near points 1 and 2. The marker represents 20 <em>μ</em>m. (e) A graphene flake on air bubble near the epoxy resin surface. The Raman spectra are taken from the square-marked position. The marker represents 20 <em>μ</em>m.</p>



<p>It should be recalled that the Raman spectrum (excited at 633 nm laser wavelength) taken from&nbsp;<em>α</em>C- and DLC-denoted areas (see [<a>8</a>]) contains all features typical for graphene: symmetric and clearly pronounced 2D band with full width at a half maximum (FWHM) of 40–56 cm<sup>−1</sup>, I<sub>2D</sub>/I<sub>G</sub>&nbsp;ratio between 2 and 3.5, and I<sub>2D</sub>/I<sub>D</sub>&nbsp;ratio between 2 and 4. However, the 2D band appears at about 2660–2668 cm<sup>−1</sup>&nbsp;(for single- and bilayered graphene, respectively), that is, it is blueshifted by about 20 cm<sup>−1</sup>&nbsp;relative to the results presented in [<a>15</a>,&nbsp;<a>22</a>,&nbsp;<a>23</a>].</p>



<p>Due to the double-resonance origin of most of the monitored spectral features, we perform a Raman spectroscopy examination of as-deposited defected graphene at 488, 514, and 633 nm excitation wavelengths and the results are presented in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig2/" target="_blank" rel="noreferrer noopener">2</a>. The 2D bands are blueshifted by about 20 cm<sup>−1</sup>&nbsp;and can be typically deconvoluted into (a) a single Lorentzian with FWHM of about 40-41 cm<sup>−1</sup>&nbsp;(see Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig3/#a" target="_blank" rel="noreferrer noopener">3(a)</a>); (b) four Lorentzians (FWHM of 22 (±1) cm<sup>−1</sup>) for 2D band with total width of 45–56 cm<sup>−1</sup>&nbsp;(see Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig3/#b" target="_blank" rel="noreferrer noopener">3(b)</a>); and (c) six Lorentzians (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig3/#c" target="_blank" rel="noreferrer noopener">3(c)</a>) for 2D band with total width larger than 56 cm<sup>−1</sup>. The results of the deconvolution indicate the presence of single-, bi-, and three-layered defected graphene, respectively (see [<a>15</a>–<a>20</a>]). We did not establish a clear difference between the graphene layers deposited on&nbsp;<em>α</em>C and DLC interlayers; however, bi- and three-layered areas were more frequently observed on DLC interlayers. The results for predominantly single-layered (SL) and bilayered (BL) defected graphene (according to the deconvolution of 2D bands) are summarized in Table&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/tab1/" target="_blank" rel="noreferrer noopener">1</a>.</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.002.svgz" alt=""/></figure>



<p><strong>Figure 2</strong>Raman spectra taken from as-grown films excited at 633 nm (red trace), 514 nm (blue trace), and 488 nm (green trace) laser wavelengths.<img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003b.svgz"><br><strong>(b)</strong><img decoding="async" alt="(c)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003c.svgz"><br><strong>(c)</strong><img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003b.svgz"><br><strong>(b)</strong><img decoding="async" alt="(c)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.003c.svgz"><br><strong>(c)</strong><strong>Figure 3</strong>Deconvolution of 2D band identified as coming from single-layered (a), bilayered (b), and three-layered defected graphene deposited on&nbsp;<em>α</em>C. The spectrum is excited at 633 nm laser wavelength.<strong>Table 1</strong>Summarized results of Raman spectroscopy examination of as-deposited defected graphene films.</p>



<p>In order to access the interlayers as well as graphene flakes for Raman examination, the so-called Scotch tape method was initially used for exfoliation. The Raman spectra of the graphene flakes exfoliated in this way with some occasional amorphous (<em>α</em>C) interlayers transferred to Si/SiO<sub>2</sub>&nbsp;(300 nm) or glass substrate are shown in Figures&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig4/" target="_blank" rel="noreferrer noopener">4</a>&nbsp;and&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig5/" target="_blank" rel="noreferrer noopener">5</a>, respectively.</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.004.svgz" alt=""/></figure>



<p><strong>Figure 4</strong>The Raman spectrum of defected 1-2-layered graphene transferred on 320 nm SiO<sub>2</sub>. The 2D band is symmetric and appears at 2658-2659 cm<sup>−1</sup>&nbsp;with FWHM of 38–40 cm<sup>−1</sup>&nbsp;(measured in point 2) and 40–42 cm<sup>−1</sup>&nbsp;(measured in point 1).</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.005.svgz" alt=""/></figure>



<p><strong>Figure 5</strong>The Raman spectrum of the interlayer (point 1, Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#c" target="_blank" rel="noopener">1(c)</a>) of&nbsp;<em>α</em>C after exfoliation by Scotch tape. The features observed at about 1450 and 1530 cm<sup>−1</sup>&nbsp;are typical for C<sub>70</sub>&nbsp;fullerenes.</p>



<p>A lot of flakes (of the order of 10<sup>2</sup>) were transferred on Si/SiO<sub>2</sub>&nbsp;and examined by Raman spectroscopy. The Raman spectra are enhanced due to interference effects caused by the SiO<sub>2</sub>&nbsp;300 nm layer over the Si substrate, and I<sub>2D</sub>/I<sub>G</sub>&nbsp;varies in the range 3.5-6.0. However, it was impossible to isolate single-layered graphene flake (or to obtain clear Raman response of single-layered graphene) in this way. The exfoliated flakes were never transparent (see point 1 in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#b" target="_blank" rel="noreferrer noopener">1(b)</a>). The best spectra were recorded from the points in a darker contrast (point 2 in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#b" target="_blank" rel="noreferrer noopener">1(b)</a>), but the FWHM of 2D Raman band remains &gt;35 cm<sup>−1</sup>. Moreover, the D” band slightly overlaps with the second order of Si substrate when the spectrum is excited at 514 as well as 488 nm laser wavelengths.</p>



<p>After peeling the tape off the specimen, the interlayer between the upper flake and the substrate is accessed. The remaining interlayers have different optical contrasts (see Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#c" target="_blank" rel="noreferrer noopener">1(c)</a>) and Raman spectra: the spectrum of typically retained interlayer (point 1 in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#c" target="_blank" rel="noreferrer noopener">1(c)</a>) in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig5/" target="_blank" rel="noreferrer noopener">5</a>&nbsp;is very similar to that of turbostratic graphite (see [<a>24</a>]), but weak peaks of C<sub>70</sub>&nbsp;fullerenes (the features observed at about 1450 and 1530 cm<sup>−1</sup>&nbsp;(see [<a>25</a>,&nbsp;<a>26</a>])) are also clearly distinguished (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig5/" target="_blank" rel="noreferrer noopener">5</a>). The strong modes of fullerenes C<sub>70</sub>&nbsp;at about 1180 and 1568 cm<sup>−1</sup>&nbsp;are merged with D” and G bands.</p>



<p>The Raman spectra (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig6/" target="_blank" rel="noreferrer noopener">6</a>) taken from points 2 and 3 (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#c" target="_blank" rel="noreferrer noopener">1(c)</a>) are similar as they contain the most prominent modes of C<sub>70</sub>&nbsp;peaks at 1160, 1220, 1454, 1526, and 1565 cm<sup>−1</sup>&nbsp;[<a>25</a>,&nbsp;<a>26</a>], nanodiamond (Nd) peaks at 1330 and 1620 cm<sup>−1</sup>&nbsp;(see [<a>27</a>]), and turbostratic graphite. The D, G, and D’ bands are found at 1335, 1590, and 1612 cm<sup>−1</sup>, respectively, but in a different proportion: the spectrum from point 3 is dominated by the peaks of C<sub>70</sub>&nbsp;and Nd while the spectrum from point 2 is dominated by turbostratic graphite (see Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig6/" target="_blank" rel="noreferrer noopener">6</a>). It should be also remarked that features of C<sub>60</sub>&nbsp;fullerenes (see, e.g., [<a>25</a>,&nbsp;<a>26</a>]) were not observed.</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.006.svgz" alt=""/></figure>



<p><strong>Figure 6</strong>Raman spectra of the interlayer that remains on the substrate after exfoliation by the Scotch tape method taken from points 2 and 3 (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#c" target="_blank" rel="noopener">1(c)</a>).</p>



<p>As it was mentioned above, the D” band overlaps with the second-order band of Si substrate especially when the spectrum is excited at 488 and 514 nm laser wavelengths. In order to distinguish the dispersion of the D” band of several Scotch tape methods, exfoliated flakes were transferred on glass substrates. The flakes have very similar surface morphology to those transferred on SiO<sub>2</sub>/Si substrates (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#d" target="_blank" rel="noreferrer noopener">1(d)</a>). The Raman spectrum of such flakes is not significantly different from that of the as-deposited layers (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig7/" target="_blank" rel="noreferrer noopener">7</a>); however, the D” band appears at 1096 (for 488 nm excitation) and at 1135 cm<sup>−1</sup>&nbsp;(for 633 nm excitation), respectively, that is, they coincide with the data of Herziger et al. [<a>14</a>].</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.007.svgz" alt=""/></figure>



<p><strong>Figure 7</strong>The Raman spectra of as-grown graphene on&nbsp;<em>α</em>C excited at 488 nm (green trace) and 633 nm (black trace) wavelengths. The similar spectra of exfoliated graphene transferred on a glass substrate excited at 488 nm (blue trace) and 633 nm (red trace). The inset: magnified part of the region 900–1200 cm<sup>−1</sup>.</p>



<p>According to the above results, we conclude that the exfoliation by the Scotch tape method does not enable splitting up between the defected graphene and the interlayers (especially the&nbsp;<em>α</em>C-designated one). Another way for exfoliation was probed (by exfoliation on epoxy resin), and the optical micrograph image of the area of the edge of a resin bubble and the Raman spectrum taken from this area (excited at 633 nm) are shown in Figures&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#e" target="_blank" rel="noreferrer noopener">1(e)</a>&nbsp;and&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig8/" target="_blank" rel="noreferrer noopener">8</a>, respectively. The Raman spectrum of epoxy resin does not contain any features in the 2D region of graphene (upper trace in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig8/" target="_blank" rel="noreferrer noopener">8</a>); hence, 2D bands of a single- and bilayered graphene were identified at the edge of a lot of bubbles on the surface of the resin (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig1/#e" target="_blank" rel="noreferrer noopener">1(e)</a>). It should be clearly remarked that the measured FWHM of the 2D band of such single-layered graphene is about 27–29 cm<sup>−1</sup>, but it is situated at 2654–2656 cm<sup>−1</sup>, that is, it remains upshifted with about 10–15 cm<sup>−1</sup>.</p>



<figure class="wp-block-image"><img decoding="async" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.008.svgz" alt=""/></figure>



<p><strong>Figure 8</strong>Raman spectra of graphene films situated on air bubbles/cavities. The 2D band is situated at 2655 cm<sup>−1</sup>&nbsp;and has FWHM ~28 cm<sup>−1</sup>&nbsp;(i.e., it corresponds to single-layered graphene—blue trace).</p>



<p>Recently, Li et al. [<a>28</a>] established that the intensity of 2D band varies as a cosine to the fourth power when the laser propagation direction is parallel to the graphene layer and the polarization is rotated around it. They also derived the orientation distribution function of monolayered graphene as well as that of graphene paper and highly oriented pyrolytic graphite. We perform similar measurements in&nbsp;<em>X</em>(<em>Y<sub>φ</sub>Y<sub>φ</sub></em>)<em>X</em>&nbsp;geometry,&nbsp;<em>φ</em>&nbsp;being the angle between the incident laser beam polarization and the graphene layer plane;&nbsp;<em>Z</em>&nbsp;is the axis perpendicular to the graphene plane, and the laser beam propagates transversely to the graphene layer along the&nbsp;<em>X</em>&nbsp;direction (see Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig9/#a" target="_blank" rel="noreferrer noopener">9(a)</a>). The excitation laser beam was focused in a manner to comprise no more than 30% of the edge of the Si substrate and graphene film (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig9/#a" target="_blank" rel="noreferrer noopener">9(a)</a>). The parallel scattering geometry was used. The measurements were performed starting from&nbsp;<em>φ</em> = 0° (corresponding to&nbsp;<em>X</em>(<em>YY</em>)<em>X</em>&nbsp;in Porto notations) and finished at&nbsp;<em>φ</em> = 180°. The preliminary results of these rotational angle-dependent Raman measurements of as-deposited specimen are presented in Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig9/" target="_blank" rel="noreferrer noopener">9</a>. The signal significantly drops upon changing the angle from 0° to 90° and increases again in the interval between 90 and 180° which resembles indeed the cos<sup>4</sup>&nbsp;law. At 90° (corresponding to&nbsp;<em>X</em>(<em>ZZ</em>)<em>X</em>&nbsp;in Porto notations), the Raman signal is very weak but still observable (Figure&nbsp;<a href="https://www.hindawi.com/journals/jspec/2017/3495432/fig9/" target="_blank" rel="noreferrer noopener">9</a>), and the rotational angle-independent features of C<sub>70</sub>&nbsp;fullerenes and nanodiamond (Nd) dominate the spectrum. The residual features in the Raman spectra taken at&nbsp;<em>φ</em> = 90° point out that the measured polarized Raman spectra are taken from graphene deposited on DLC interlayer. The measurements in this scattering geometry (<em>X</em>(<em>YY</em>)<em>X</em>&nbsp;in Porto notations) access measurements of the interlayer/s without exfoliation. On the other hand, the polarized Raman study confirms the deposition of graphene because the intensities of the most prominent Raman features of graphite (D, G, and 2D bands) show similar behavior in similar conditions as those of graphene. However, the intensity of the Raman features of graphene decreases significantly slower than those of graphene as it is shown in [<a>28</a>].<img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.009a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.009b.svgz"><br><strong>(b)</strong><img decoding="async" alt="(a)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.009a.svgz"><br><strong>(a)</strong><img decoding="async" alt="(b)" src="https://static-01.hindawi.com/articles/jspec/volume-2017/3495432/figures/3495432.fig.009b.svgz"><br><strong>(b)</strong><strong>Figure 9</strong>(a) Optical photography of the specimen in&nbsp;<em>X</em>(<em>YY</em>)<em>X</em>&nbsp;geometry (in Porto notations). The inset: optical photography of the specimen in&nbsp;<em>Z</em>(<em>YY</em>)<em>Z</em>&nbsp;geometry (in Porto notations). The arrow-remarked laser spots are eye guide showing the real area of the laser spot during measurements. The marker represents 10 <em>μ</em>m. (b) Spatially resolved Raman spectra of as-deposited defected graphene at 633 nm excitation.</p>



<p>It is worth noting that the 2D band from the single-layered graphene regions is symmetric and strong, but it is somewhat broadened with FWHM of about 40–42 cm<sup>−1</sup>and is blueshifted by 15–20 cm<sup>−1</sup>&nbsp;in as-grown specimens. It is well known that such behavior is usually related to strain (see [<a>29</a>–<a>32</a>]) and doping [<a>33</a>]. Moreover, Lee et al. [<a>34</a>] and Bouhafs et al. [<a>35</a>] experimentally studied the influence of these parameters on the position and FWHM of G and 2D bands in single- and bi-/multilayered graphene, respectively. The deduced simple plot of the 2D versus G band positions enables distinguishing the influence of doping and strain on the positions of G and 2D bands. In our single-layered specimens, the G band is slightly uphifted by 1-2 cm<sup>−1</sup>&nbsp;while the 2D band is more significantly blueshifted and broadened by 10–20 cm<sup>−1</sup>. Therefore it can be assumed that the 2D band blueshift and broadening are due to the lattice strain predominantly as well as to the doping. It can be suggested that the lattice strain is due to the bonding between graphene and the interlayers while the doping should be related to charge transfer from the interlayers/interfaces to graphene as well as to different intrinsic (grain boundaries, etc.) and extrinsic (trapped nitrogen, oxygen, and impurities during the deposition) defects, that is, it can be related to the influence of the interlayers/substrates as well as of the deposition process.</p>



<h2 class="wp-block-heading has-text-align-center" id="contact-us-to-interpret-your-raman-spectra-professionally"> <strong><mark><a href="http://www.analyzetest.com/index.php/contact-us/">Contact us</a> to interpret your Raman spectra professionally </mark></strong> </h2>



<h4 class="wp-block-heading" id="conclusions">4. Conclusions</h4>



<p>We extended the analysis of defected graphene deposited by CVD as well as the two types of interlayers between the defected graphene layer/s and Si substrates by both unpolarized and polarized Raman spectroscopy. The performed Raman spectroscopy examination of as-deposited defected graphene at 488, 514, and 633 nm excitation wavelengths enables the most of the monitored spectral features of double-resonance origin (D, D”, and 2D bands). The Raman studies of exfoliation by the so-called Scotch tape method revealed that (a) the composition of the designated DLC interlayers varies with depth: the initial layers on the Si substrate consist of a mixed phase of turbostratic graphite, nanodiamond/diamond-like carbon, and C<sub>70</sub>&nbsp;fullerenes while the upper ones are dominated by diamond-like carbon and some C<sub>70</sub>&nbsp;fullerenes and (b) the amorphous carbon interlayer is dominated by turbostratic graphite and contains a larger quantity of C<sub>70</sub>&nbsp;than the DLC-designated interlayers. Single- and bilayered defected graphene flakes were exfoliated on epoxy resin. The preliminary results of polarized Raman experiments show that the intensity of the 2D band varies as a cosine to the fourth power when the laser propagation direction is parallel to the graphene layer and the polarization is rotated around it which is an additional indication of the deposition of single-layered graphene. The results of Raman spectroscopic studies of as-grown and exfoliated graphene films tend to assume that the observed slight upshift of the 2D band as well as the broadening of 2D band is due to the strain and can be related to the bonding between the graphene and the interlayers, that is, it could be regarded as an influence of the interlayers between the defected graphene and the Si substrates.</p>



<h4 class="wp-block-heading" id="conflicts-of-interest">Conflicts of Interest</h4>



<p>The authors declare that there is no conflict of interest regarding the publication of this paper.</p>



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<li>S. Prawer, K. W. Nugent, D. N. Jamieson, J. O. Orwa, L. A. Bursill, and J. L. Peng, “The Raman spectrum of nanocrystalline diamond,”&nbsp;<em>Chemical Physics Letters</em>, vol. 332, pp. 93–97, 2000.View at:&nbsp;<a href="https://doi.org/10.1016/S0009-2614(00)01236-7" target="_blank" rel="noreferrer noopener">Publisher Site</a>&nbsp;|&nbsp;<a href="https://scholar.google.com/scholar_lookup?title=The%20Raman%20spectrum%20of%20nanocrystalline%20diamond&amp;author=S.%20Prawer&amp;author=K.%20W.%20Nugent&amp;author=D.%20N.%20Jamieson&amp;author=J.%20O.%20Orwa&amp;author=L.%20A.%20Bursill&amp;author=&amp;author=J.%20L.%20Peng&amp;publication_year=2000" target="_blank" rel="noreferrer noopener">Google Scholar</a></li>



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<li>O. Frank, M. Mohr, J. Maultzsch et al., “Raman 2D-band splitting in graphene: theory and experiment,”&nbsp;<em>ACS Nano</em>, vol. 5, pp. 2231–2239, 2011.View at:&nbsp;<a href="https://doi.org/10.1021/nn103493g" target="_blank" rel="noreferrer noopener">Publisher Site</a>&nbsp;|&nbsp;<a href="https://scholar.google.com/scholar_lookup?title=Raman%202D-band%20splitting%20in%20graphene:%20theory%20and%20experiment&amp;author=O.%20Frank&amp;author=M.%20Mohr&amp;author=J.%20Maultzsch%20et%20al.&amp;publication_year=2011" target="_blank" rel="noreferrer noopener">Google Scholar</a></li>



<li>V. N. Popov and P. Lambin, “Theoretical 2 D Raman band of strained graphene,”&nbsp;<em>Physical Review B</em>, vol. 87, p. 155425-1-7, 2013.View at:&nbsp;<a href="https://scholar.google.com/scholar_lookup?title=Theoretical%202%20D%20Raman%20band%20of%20strained%20graphene&amp;author=V.%20N.%20Popov%20&amp;author=P.%20Lambin&amp;publication_year=2013" target="_blank" rel="noreferrer noopener">Google Scholar</a></li>



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</ol>



<p>Authors: <strong>T. I. Milenov</strong>,<sup>1</sup>&nbsp;E. Valcheva,<sup>2</sup>&nbsp;and&nbsp;V. N. Popov<sup>2</sup></p>
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		<title>Analysis and interpretation of Energy-Dispersive X-Ray Spectroscopy (EDS) results</title>
		<link>https://www.analyzetest.com/2021/01/19/analysis-and-interpretation-of-energy-dispersive-x-ray-spectroscopy-eds-results/</link>
		
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					<description><![CDATA[Click here to see other posts about EDS Only 8$ for interpretation of your EDS spectrum and 10$ for interpretation of your SEM/TEM micrograghs Payment Upon Completion Send your results... Interaction of an electron beam&#160;with a sample target produces a variety of emissions, including x-rays. An energy-dispersive (EDS) detector is used to separate the characteristic [&#8230;]]]></description>
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<p class="has-text-align-center"><em><a href="http://www.analyzetest.com/index.php/category/analyzing/eds/">Click here to see other posts about EDS</a></em></p>



<pre class="wp-block-verse has-text-align-center"><span style="color:#ffffff" class="tadv-color">Only 8$ for interpretation of your EDS spectrum 
and 10$ for interpretation of your SEM/TEM micrograghs</span>
<strong><mark>Payment Upon Completion
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<p>Interaction of an electron beam&nbsp;with a sample target produces a variety of emissions, including x-rays. An energy-dispersive (EDS) detector is used to separate the characteristic x-rays of different elements into an energy spectrum, and EDS system software is used to analyze the energy spectrum in order to determine the abundance of specific elements. EDS can be used to find the chemical composition of materials down to a spot size of a few microns, and to create&nbsp;element composition maps&nbsp;over a much broader raster area. Together, these capabilities provide fundamental compositional information for a wide variety of materials.</p>



<figure class="wp-block-image size-large"><a href="http://www.analyzetest.com/index.php/contact-us/"><img decoding="async" src="https://s17.picofile.com/file/8421945742/Webp_net_gifmaker_4_.gif" alt=""/></a></figure>



<h2 class="wp-block-heading" id="how-it-works-eds">How it Works &#8211; EDS</h2>



<figure class="wp-block-image"><a href="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_detector.jpg" target="_blank" rel="noreferrer noopener"><img decoding="async" src="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_detector_100.jpg" alt="Photo of an EDS detector."/></a></figure>



<p><a href="javascript:swapDiv(546870,true, 'block')">Show caption</a></p>



<p>EDS systems are typically integrated into either an&nbsp;<a href="https://serc.carleton.edu/research_education/geochemsheets/techniques/SEM.html" target="_blank" rel="noopener">SEM</a>&nbsp;or&nbsp;<a href="https://serc.carleton.edu/research_education/geochemsheets/techniques/EPMA.html" target="_blank" rel="noopener">EPMA</a>&nbsp;instrument. EDS systems include a sensitive x-ray detector, a liquid nitrogen dewar for cooling, and software to collect and analyze energy spectra. The detector is mounted in the sample chamber of the main instrument at the end of a long arm, which is itself cooled by liquid nitrogen. The most common detectors are made of Si(Li) crystals that operate at low voltages to improve sensitivity, but recent advances in detector technology make availabale so-called &#8220;silicon drift detectors&#8221; that operate at higher count rates without liquid nitrogen cooling.</p>



<p>An EDS detector contains a crystal that absorbs the energy of incoming x-rays by ionization, yielding free electrons in the crystal that become conductive and produce an electrical charge bias. The x-ray absorption thus converts the energy of individual x-rays into electrical voltages of proportional size; the electrical pulses correspond to the characteristic x-rays of the element.</p>



<h2 class="wp-block-heading" id="strengths">Strengths</h2>



<ul class="wp-block-list"><li>When used in &#8220;spot&#8221; mode, a user can acquire a full elemental spectrum in only a few seconds. Supporting software makes it possible to readily identify peaks, which makes EDS a great survey tool to quickly identify unknown phases prior to quantitative analysis.</li><li>EDS can be used in semi-quantitative mode to determine chemical composition by peak-height ratio relative to a standard.</li></ul>



<h2 class="wp-block-heading" id="limitations">Limitations</h2>



<ul class="wp-block-list"><li>There are energy peak overlaps among different elements, particularly those corresponding to x-rays generated by emission from different energy-level shells (K, L and M) in different elements. For example, there are close overlaps of Mn-K<sub>α</sub>&nbsp;and Cr-K<sub>β</sub>, or Ti-K<sub>α</sub>&nbsp;and various L lines in Ba. Particularly at higher energies, individual peaks may correspond to several different elements; in this case, the user can apply deconvolution methods to try peak separation, or simply consider which elements make &#8220;most sense&#8221; given the known context of the sample.</li><li>Because the wavelength-dispersive (<a href="https://serc.carleton.edu/research_education/geochemsheets/wds.html" target="_blank" rel="noopener">WDS</a>) method is more precise and capable of detecting lower elemental abundances, EDS is less commonly used for actual chemical analysis although improvements in detector resolution make EDS a reliable and precise alternative.</li><li>EDS cannot detect the lightest elements, typically below the atomic number of Na for detectors equipped with a Be window. Polymer-based thin windows allow for detection of light elements, depending on the instrument and operating conditions.</li></ul>



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<h2 class="wp-block-heading" id="results">Results</h2>



<p>A typical EDS spectrum is portrayed as a plot of x-ray counts vs. energy (in keV). Energy peaks correspond to the various elements in the sample. Generally they are narrow and readily resolved, but many elements yield multiple peaks. For example, iron commonly shows strong K<sub>α</sub>&nbsp;and K<sub>β</sub>peaks. Elements in low abundance will generate x-ray peaks that may not be resolvable from the background radiation.</p>



<figure class="wp-block-image"><a href="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_spectrum_of_glass.png" target="_blank" rel="noreferrer noopener"><img decoding="async" src="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_spectrum_of_glass_300.png" alt="X-ray energy spectrum of glass."/></a></figure>



<p>EDS spectrum of multi-element glass (NIST K309) containing O, Al, Si, Ca, Ba and Fe (Goldstein et al., 2003).&nbsp;<a href="https://serc.carleton.edu/details/images/8461.html" target="_blank" rel="noopener">Details</a></p>



<figure class="wp-block-image"><a href="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_spectrum_biotite.png" target="_blank" rel="noreferrer noopener"><img decoding="async" src="https://d32ogoqmya1dw8.cloudfront.net/images/research_education/geochemsheets/eds_spectrum_biotite_300.png" alt="X-ray energy spectrum of biotite."/></a></figure>



<p>EDS spectrum of biotite, containing detectable Mg, Al, Si, K, Ti and Fe (from Goodge, 2003).&nbsp;<a href="https://serc.carleton.edu/details/images/8462.html" target="_blank" rel="noopener">Details</a></p>



<h2 class="wp-block-heading" id="references">References</h2>



<ul class="wp-block-list"><li>Severin, Kenneth P., 2004, Energy Dispersive Spectrometry of Common Rock Forming Minerals. Kluwer Academic Publishers, 225 p.&#8211;<em>Highly recommended reference book of representative EDS spectra of the rock-forming minerals, as well as practical tips for spectral acquisition and interpretation.</em></li><li>Goldstein, J. (2003) Scanning electron microscopy and x-ray microanalysis. Kluwer Adacemic/Plenum Pulbishers, 689 p.</li><li>Reimer, L. (1998) Scanning electron microscopy : physics of image formation and microanalysis. Springer, 527 p.</li><li>Egerton, R. F. (2005) Physical principles of electron microscopy : an introduction to TEM, SEM, and AEM. Springer, 202.</li><li>Clarke, A. R. (2002) Microscopy techniques for materials science. CRC Press (electronic resource)</li><li></li></ul>



<pre class="wp-block-code"><code>&#91;corner-ad id="1"]</code></pre>



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		<title>Free software for Raman analysis</title>
		<link>https://www.analyzetest.com/2021/01/17/free-software-for-raman-analysis/</link>
		
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		<pubDate>Sun, 17 Jan 2021 20:20:21 +0000</pubDate>
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<p>Raman spectroscopy is a powerful vibrational technique used widely in chemistry, materials science, geology, biology, and industrial laboratories. To make the most of this analytical tool, proper <strong>software</strong> is essential for spectrum acquisition, visualization, processing, and interpretation. While many commercial solutions exist, there are also <strong>free and open tools</strong> that are capable, flexible, and ideal for researchers, students, and laboratories on a budget.</p>



<p></p>



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<h2 class="wp-block-heading"><strong>1. Spectragryph – Free Optical Spectroscopy Software</strong></h2>



<p><a href="https://www.effemm2.de/spectragryph/about.html?utm_source=chatgpt.com" target="_blank" rel="noopener">Spectragryph Official Site (free for academic and private use)</a></p>



<p>Spectragryph is a versatile and widely-used optical spectroscopy package supporting <strong>Raman, FTIR, UV-VIS, fluorescence, LIBS, and XRF formats</strong>. It allows users to import multiple vendor file formats, plot and edit spectra, perform baseline correction, smoothing, peak labeling, and automated batch processing. The software is <strong>free for academic and private use</strong>, and offers features such as spectral database search, multi-spectrum display, and hardware control for live data acquisition. <a href="https://www.effemm2.de/spectragryph/about.html?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Spectroscopy</a></p>



<p><strong>Key Advantages:</strong></p>



<ul class="wp-block-list">
<li><strong>Multi-format support</strong> and drag-and-drop data handling</li>



<li>Batch export, undo/redo, and interactive visualization</li>



<li>Ability to integrate free spectral libraries like RRUFF mineral spectra <a href="https://www.effemm2.de/spectragryph/about.html?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Spectroscopy</a></li>
</ul>



<p>⚠️ Note: Distribution and licensing for commercial use require a paid license; free academic licenses may need re-verification over time. <a href="https://effemm2.de/spectragryph/license_copy.html?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Spectroscopy</a></p>



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<h2 class="wp-block-heading"><strong>2. RRUFF – Free Raman Database &amp; Identification Tools</strong></h2>



<p><a href="https://rruff.info/about/about_download.php?utm_source=chatgpt.com" target="_blank" rel="noopener">RRUFF Raman &amp; Mineral Database (with download tools)</a></p>



<p>The <strong>RRUFF Project</strong> provides a comprehensive <strong>open database of Raman spectra</strong>, X-ray diffraction patterns, and chemical data for thousands of minerals. Although the original “CrystalSleuth” software (used to search and compare spectra) is bundled in legacy downloads, the <strong>RRUFF data</strong> itself can be imported into many newer tools and databases for free identification and research purposes. <a href="https://rruff.info/about/about_download.php?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">RRUFF</a></p>



<p><strong>Why It’s Useful:</strong></p>



<ul class="wp-block-list">
<li>Large library of reference Raman spectra for minerals</li>



<li>Free access for educational and research use</li>



<li>Can be used with software such as Spectragryph or third-party viewers <a href="https://rruff.info/about/about_download.php?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">RRUFF</a></li>
</ul>



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<h2 class="wp-block-heading"><strong>3. Raman Tool Set – Free Basic Raman Processor</strong></h2>



<p>While not listed in your original links, <strong>Raman Tool Set</strong> is a notable free program dedicated to Raman data analysis. It supports baseline correction, normalization, smoothing, and chemometric functions like PCA and cluster analysis — all valuable for simple spectral processing without cost. <a href="https://en.wikipedia.org/wiki/Raman_Tool_Set?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Wikipedia</a></p>



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<h2 class="wp-block-heading"><strong>Commercial Software You May Compare</strong></h2>



<p>Though not free, these commercial solutions represent the professional standard in Raman data handling. Including them in your article gives context about what users gain by paying — and helps highlight the value of free alternatives.</p>



<h3 class="wp-block-heading"><strong>Bruker OPUS</strong></h3>



<p>Bruker’s OPUS software is a <strong>professional spectroscopy suite</strong> supporting IR, NIR, and Raman data acquisition and evaluation. It offers advanced visualization, database tools, and compliance-ready features for regulated environments. <a href="https://www.bruker.com/pt/services/software-downloads/infrared-and-raman-spectroscopy.html?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Bruker</a></p>



<h3 class="wp-block-heading"><strong>Thermo Scientific GRAMS/AI</strong></h3>



<p>GRAMS/AI is a robust spectroscopy platform often bundled with Thermo instruments. It provides extensive processing and analysis functions for Raman as well as other spectroscopies, widely used in research and industry (Thermo Scientific documentation). <a href="https://chatgpt.com/" target="_blank" rel="noreferrer noopener">Invalid URL</a></p>



<h3 class="wp-block-heading"><strong>Renishaw Raman Software</strong></h3>



<p>Renishaw offers dedicated software for its Raman instruments, focused on spectral acquisition, processing, and material identification. This platform integrates features for instrument control and data analysis tailored to Renishaw hardware. <a href="https://chatgpt.com/" target="_blank" rel="noreferrer noopener">Invalid URL</a></p>



<h3 class="wp-block-heading"><strong>HORIBA LabSpec 6</strong></h3>



<p>LabSpec 6 is a comprehensive spectroscopy suite used with HORIBA Raman systems. It includes visualization, hyperspectral mapping, baseline correction, multivariate analysis, and reporting tools. This software illustrates the advanced feature sets available in commercial packages. <a href="https://www.spectroscopyonline.com/view/products-117?utm_source=chatgpt.com" target="_blank" rel="noreferrer noopener">Spectroscopy Online</a></p>



<h3 class="wp-block-heading"><strong>Raman-Analytik Software</strong></h3>



<p>Some spectrometer vendors (e.g., Raman-Analytik) provide their own analysis tools with fast fingerprinting, background removal, and database search capabilities — often bundled with hardware or available for download. <a href="https://raman-analytik.de/en/software.html" target="_blank" rel="noreferrer noopener">Raman Analytik</a></p>



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<h2 class="wp-block-heading"><strong>Tips for Using Free Raman Software</strong></h2>



<ul class="wp-block-list">
<li><strong>Combine tools with databases:</strong> Pair free analysis software (like Spectragryph) with open spectral libraries such as RRUFF for improved identification.</li>



<li><strong>Watch format compatibility:</strong> Free tools vary in supported file types — converting proprietary formats (e.g., Bruker or Renishaw raw files) may require intermediate export or converters.</li>



<li><strong>Consider workflow needs:</strong> If advanced imaging, 3D mapping, or multivariate quantification is required, commercial packages may offer higher performance — but for basic peak analysis, free tools suffice.</li>
</ul>



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<h2 class="wp-block-heading"><strong>Introduction to Raman spectroscopy</strong></h2>



<p>When an electromagnetic radiation passes through a transparent medium, existing species scatter part of the beam in all directions. In 1928, C. V. Raman discovered that the wavelength corresponding to a small fraction of the radiation scattered by certain molecules was different from the wavelength of the original radiation (ie, inelastic scattering occurs). Wavelengths vary depending on the molecular structure of the compounds. Raman spectroscopy is based on the analysis of these differences to determine the molecular structure of different compounds [1].</p>



<p>Scattering is a physical process in which a type of radiation such as light, sound, or even a beam of moving particles (such as ions, electrons, etc.) collides with particles or different surfaces in a direct path in which He is moving and deviates and is forced to move in one or more other directions (Figure 1). Scattering usually occurs in all directions [2].<br>Due to the collision of light with matter, we will have two types of scattering according to the wavelength of the scattered radiation:</p>



<ol class="wp-block-list">
<li>Rayleigh scattering is caused by particles that are much smaller than the wavelength of the radiation. Due to this type of scattering, the radiation wavelength does not change and is also classified as elastic scattering. The most obvious example of this type of scattering is the blue color of the sky, which occurs due to the scattering of shorter wavelengths in the visible spectrum.</li>



<li>Raman scattering, in which the initial wavelength changes due to the transfer of energy between the photons and the matter molecules, and the wavelength increases due to the loss of energy, or the wavelength decreases due to the capture of energy. Finds. The magnitude of these energy changes (whether decreasing or increasing) is proportional to the frequency of the molecular vibrations of the light scattering species. Raman scattering will be divided into two general categories. The first group, which has a longer wavelength (less energy) than the original radiation, is called Stokes, and the second group, which has a shorter wavelength (more energy) than the original radiation, is known as anti-Stokes. 2].</li>



<li>Spectrum Raman<br>Figure 2 shows a part of a Raman spectrum for CCl4 species in which the sample is irradiated with a laser source with a wavelength of 488 nm. In a horizontal axis Raman spectrum, generally in terms of the scattered radiation wave number (ῡ) or, as shown below, in terms of the changes made in the scattered beam wave number (ῡ2) relative to the source radiation wave number (ῡ1), ie in terms of the wave number changes ( 2) (which in practice indicates the scatter created in a specific wave number). While the vertical axis shows the intensity of the peaks in relative terms. Note that the relationship between the wave number of a radiation and its wavelength (λ), frequency (υ) and energy (E) is as follows and has a unit of cm-1:<br>ῡ = 1 / λ and ῡ = υ / c<br>E = hυ = hcῡ</li>
</ol>



<p>As can be seen in the figure below, the Stokes lines are more intense, which is justified by their higher probability of occurrence, as photons are more likely to lose energy due to contact with the material environment than to receive them. Is energy. Another thing to keep in mind is that the amount of Raman Shifts (written numerically above the peaks) is independent of the laser wavelength used to excite the sample. It should also be noted that Riley scattering is located exactly at the wavelength equal to the source wavelength, its displacement rate is zero and its intensity is much higher than the Stokes and anti-Stokes lines [2].</p>



<p>Before continuing the discussion, it is necessary to point out that due to the continuity of the material, in order to better understand the following sections, it is better to first read the article on infrared spectroscopy. Below, due to the great similarity and complementarity of infrared and Raman spectroscopy techniques, a comparison is made on the differences.</p>



<ol start="3" class="wp-block-list">
<li>Investigation of differences between Raman technique and infrared spectroscopy<br>Studies have shown that shifts in the wavelength (wave number) of the source due to Raman scattering are in the infrared spectral range. In simpler terms, the difference between the energy of the source radiation and the scattered radiation is equal to the energy of the waves in the middle infrared range (see the article Infrared Spectroscopy). As mentioned in the article on infrared spectroscopy, this amount of energy is sufficient only for transitions between molecular vibrational levels of molecules (Molecular Vibrational Levels), and in this respect two methods are similar to each other. The Raman scattering spectrum and the infrared spectrum for a particular species are often very similar. There are many similarities between the two methods, but it should be noted that despite these similarities, the two techniques are different in principle and theory in that they are usually used as a complement to each other. In the paper introducing the infrared spectroscopy method, it is mentioned that one of the necessary conditions for a particular bond to be active in infrared spectroscopy is to cause a net change in dipole moment due to the absorption of radiation (Refer to the main article).</li>
</ol>
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		<title>Raman spectroscopy in simple terms</title>
		<link>https://www.analyzetest.com/2021/01/17/raman-spectroscopy-in-simple-terms/</link>
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		<pubDate>Sun, 17 Jan 2021 18:42:48 +0000</pubDate>
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<p>Light interacts with matter in different ways, transmitting through some materials, while reflecting or scattering off others. Both the material and the colour (wavelength) of the light affect this interaction. We call the study of this light ‘spectroscopy&#8217;. Which parts of the visible spectrum enter our eyes determines which colours we perceive.</p>



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<p>A substance might appear blue, for example, if it absorbs the red parts of the spectrum of light falling upon it, only reflecting (or scattering) the blue parts into our eyes.</p>



<ul class="wp-block-list" id="ElementMediaGalleryList76563"><li></li></ul>



<h2 class="wp-block-heading" id="raman-spectroscopy-looks-at-the-scattered-light">Raman spectroscopy looks at the scattered light</h2>



<p>If you were to shine blue light—from just one part of the spectrum—onto the material, you might expect to just see blue light reflected from it, or no light at all if it is completely absorbed (i.e. a black material).</p>



<p>However, by using a Raman spectrometer, you can see that often a very tiny fraction of the scattered light has a different colour. It has changed frequency because, during the scattering process, its energy changed by interacting with molecular vibrations. This is the Raman scattering process, named after its discoverer, the famous Indian physicist C.V. Raman. He was awarded the 1930 physics Nobel Prize for this great discovery.</p>



<p>By studying the vibration of the atoms we can discover the chemical composition and other useful information about the material.</p>



<p>The Raman effect is very weak; only about 1 part in 10 million of the scattered light has a shifted colour. This is too weak to see with the naked eye, so we analyse the light with a highly sensitive spectrometer.</p>



<h2 class="wp-block-heading" id="raman-spectrometers">Raman spectrometers</h2>



<p>These systems consist of:</p>



<ul class="wp-block-list"><li>one or more single coloured light sources (lasers)</li><li>lenses (both to focus the light onto the sample and to collect the scattered light)</li><li>filters (to purify the reflected and scattered light so that only the Raman light is collected)</li><li>a means of splitting the light into its constituent colours (normally a diffraction grating or prism)</li><li>a very sensitive detector (to detect the weak light)</li><li>a device such as a computer to control the whole system, display the spectrum and enable this information to be analysed</li></ul>



<p>Raman scattering&nbsp;<a href="https://www.renishaw.com/en/why-we-use-raman-spectroscopy--25803" target="_blank" rel="noopener">offers significant advantages</a>&nbsp;for the investigation of materials over other analytical techniques, such as x-raying them or seeing how they absorb light (e.g. infrared absorption or ultraviolet absorption).</p>



<p>aman spectroscopy reveals the chemical and structural composition of samples. Generally, all materials produce&nbsp;<a href="https://www.renishaw.com/en/raman-spectra-explained--25807" target="_blank" rel="noopener">Raman spectra</a>, with the exception of pure metals.</p>



<h2 class="wp-block-heading" id="raman-scattering">Raman scattering</h2>



<p>Raman scattering occurs when light interacts with molecular vibrations. This is similar to the more widely known infrared absorption spectroscopy, but different rules apply. A change in molecular polarisability is required during the vibration for the Raman effect to occur.</p>



<p>You will see some vibrations in the Raman spectrum that are not visible in the infrared spectrum, and vice-versa, because of the different selection rules. For example, Raman spectroscopy is superb for studying the carbon atoms that make up the structure of diamond, unlike infrared absorption spectroscopy.</p>



<h2 class="wp-block-heading" id="scattered-light">Scattered light</h2>



<p>The first step in producing a Raman spectrum is to illuminate your sample with a monochromatic light source, such as a laser.</p>



<p>Most of the light that scatters off is unchanged in energy (&#8216;Rayleigh scattered&#8217;). A minute fraction—perhaps 1 part in 10 million—has lost or gained energy (&#8216;Raman scattered&#8217;). This Raman shift occurs because photons (particles of light) exchange part of their energy with molecular vibrations in the material.</p>



<p>Where energy is lost the Raman scattering is designated as &#8216;Stokes&#8217;; where energy is gained the Raman scattering is designated as &#8216;anti-Stokes&#8217;. We rarely use anti-Stokes Raman light as it is less intense than the Stokes, however it does represent equivalent vibrational information of the molecule.</p>



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<h2 class="wp-block-heading" id="vibrating-atoms">Vibrating atoms</h2>



<p>The change in energy depends on the frequency of vibration of the molecule. If it is very fast (high frequency)—light atoms held together with strong bonds—the energy change is significant. If it is very slow (low frequency)—heavy atoms held together with weak bonds—the energy change is small.</p>



<h2 class="wp-block-heading" id="raman-spectrometers">Raman spectrometers</h2>



<p>Renishaw inVia systems consist of:</p>



<ul class="wp-block-list"><li>single or multiple lasers, from UV (244 nm) to IR (1064 nm) – switch with a single click</li><li>high quality objective lenses, from high confocal 100× to long working distance and immersion options</li><li>custom designed motorised spectrometer lenses­ &#8211; automatically align for each configuration</li><li>laser-line-specific Rayleigh filters with a dual filter arrangement to optimise sensitivity</li><li>highest quality master diffraction gratings provide exceptional dispersion and longevity</li><li>thermoelectrically cooled (- 70 ºC) CCD detector – stable and sensitive</li><li>high specification multi-core PC for data collection and analysis</li></ul>



<h2 class="wp-block-heading" id="raman-spectra">Raman spectra</h2>



<p>We graphically depict the results of our measurements as Raman spectra. We plot the intensity of the scattered light (y-axis) for each energy (frequency) of light (x-axis). The frequency is traditionally measured in a unit called the wavenumber (number of waves per cm, cm<sup>-1</sup>).</p>



<p>We plot the x-axis frequencies relative to that of the laser as it is the shift in energy of the light that is of particular interest.</p>



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<h2 class="wp-block-heading" id="how-do-i-get-the-information-i-want-from-my-spectrum">How do I get the information I want from my spectrum?</h2>



<p>You can tell a great deal about a material from its Raman spectrum, with different features relating to different aspects of the material.</p>



<p>The key features are:</p>



<p><strong>The Raman shifts and relative intensities of all of the Raman bands of the material</strong><br>With this, we can&nbsp;<a href="https://www.renishaw.com/media/img/en/4d6afd8479524817b6b5b71f2eafde6a.jpg" target="_blank" rel="noopener">identify the material.</a></p>



<p><strong>Individual band changes<br></strong>A band may shift, narrow or broaden, or vary in intensity. These changes can reveal information about stresses in the sample, variations in&nbsp;<a href="https://www.renishaw.com/media/img/gen/391f300fc0104d9b8a0bfa12aadaf900.jpg" target="_blank" rel="noopener">crystallinity</a>, and the amount of material respectively.</p>



<p><strong>Variations in spectra with position on the sample</strong><br>This will reveal changes in the uniformity (homogeneity) of the material. You can analyse at several arbitrary points, or systematically measure an array of points (enabling the production of images of&nbsp;<a href="https://www.renishaw.com/media/img/gen/bc393cb46bee4c918050f2aa1f373d43.jpg" target="_blank" rel="noopener">composition</a>,&nbsp;<a href="https://www.renishaw.com/media/img/gen/de893cb019d6437b9d271d858c52923a.jpg" target="_blank" rel="noopener">stress</a>, crystallinity, etc.)</p>



<h2 class="wp-block-heading" id="what-do-the-raman-bands-represent">What do the Raman bands represent?</h2>



<p>It is easy to understand the Raman spectrum of crystals with a regular array of identical atoms, all in the same configuration (such as the carbon atoms in diamond). In these cases, you often see just one dominant Raman band (because there is just one molecular environment of the crystal).</p>



<p>The Raman spectrum of polystyrene, however, is much more complex because the molecule is less symmetric and has hydrogen atoms in addition to carbon atoms. There are also different bond types connecting the atoms.</p>



<ul class="wp-block-list" id="ElementMediaGalleryList76567"><li></li></ul>



<h2 class="wp-block-heading" id="vibration-frequencies">Vibration frequencies</h2>



<p>The frequencies of vibration depend on the masses of the atoms involved and the strength of the bonds between them. Heavy atoms and weak bonds have low Raman shifts. Light atoms and strong bonds have high Raman shifts.</p>



<p>We see the high frequency carbon-hydrogen (C-H) vibrations in the polystyrene spectrum at about 3000 cm<sup>-1</sup>. The low frequency carbon-carbon (C-C) vibrations are at around 800 cm<sup>-1</sup>. The C-H vibrations have a higher frequency than the C-C vibrations because hydrogen is lighter than carbon.</p>



<p>We see the vibrations of two carbon atoms linked by strong double bonds (C=C) at around 1600 cm<sup>-1</sup>. This is at a higher frequency than two carbon atoms lined by a weaker single bond (C-C, 800 cm<sup>-1</sup>).</p>



<p>You can use these simple rules to explain many of the features of Raman spectra.</p>



<h2 class="wp-block-heading" id="vibrations-in-detail">Vibrations in detail</h2>



<p>You can see more subtle effects if you inspect spectra closely. The strength of bonds also affects their vibration rates. For example, the C-H vibrations of polystyrene appear in two bands, at approximately 2900 cm<sup>-1</sup>&nbsp;and 3050 cm<sup>-1</sup>. The carbons in the former are part of carbon chains (&#8216;aliphatic&#8217;), whereas the carbons in the latter form part of carbon rings (&#8216;aromatic&#8217;).</p>



<p>You can view the vibrations of a complex molecule as partly consisting of many simple diatomic vibrations. However the full richness of the Raman spectrum can only be understood by considering the vibrations of larger groups of atoms (such as the expanding/contracting ‘breathing mode&#8217; of the aromatic carbon ring that appears at 1000 cm<sup>-1&nbsp;</sup>in polystyrene).</p>



<h2 class="wp-block-heading" id="low-frequency-vibrations">Low frequency vibrations</h2>



<p>You can also study Raman bands with low Raman shifts, below 100 cm<sup>-1</sup>. These originate from very heavy atoms or very large-scale vibrations, such as the whole crystal lattice vibrating. Renishaw&#8217;s Raman instruments enable you to study these modes and explore a wide range of materials and crystals, and distinguish between different crystalline forms (polymorphs).</p>



<h2 class="wp-block-heading" id="the-big-picture">The big picture</h2>



<p>A Raman spectrum therefore consists of a range of features, each associated with a vibrational mode. The spectrum is unique to the material and enables you to identify it. It is important to note that, although a full understanding of the vibrational modes is of interest, you rarely need this as you can use a reference database for identification.</p>



<p>When a sample is illuminated by a laser, both Raman scattering and photoluminescence (PL) can occur. The latter can be many times stronger than the former and can prevent successful Raman analysis.</p>



<p>PL comprises both fluorescence and phosphorescence processes and originates from an absorption/emission process between different electronic energy levels in the material. The amount and type of PL depends on which material you are studying and which laser wavelength you are using. Unwanted fluorescence interference can normally be avoided by choosing an appropriate laser wavelength.</p>



<ul class="wp-block-list" id="ElementMediaGalleryList76568"><li><a href="https://www.renishaw.com/media/img/en/50e033cc197a416db28909dc584e38a1.jpg" target="_blank" rel="noopener"></a><a href="https://www.renishaw.com/media/img/en/50e033cc197a416db28909dc584e38a1.jpg" target="_blank" rel="noopener">Energy diagram showing absorption of light and the processes involved in the emission of light as fluorescence and phosphorescence.</a></li></ul>



<h2 class="wp-block-heading" id="what-pl-can-tell-us">What PL can tell us</h2>



<p>In many cases photoluminescence carries useful information that can facilitate sample analysis and augment the Raman data. inVia confocal Raman microscopes are suited to the analysis of both Raman scattering and PL.</p>



<p>Fluorescence imaging (a type of PL) is often employed in the biological sciences, where fluorescent tags are used to reveal the presence and distribution of molecular species. However, this approach is more invasive than Raman analysis, which is typically tag-free. Renishaw&#8217;s inVia confocal Raman microscope can be used to generate images of fluorescent tags, but more commonly provides valuable tag-free chemical information.</p>



<p>You can also use PL to study crystal defects, such as atomic vacancies and substitutions. This is of particular importance for materials such as diamond and silicon carbide (SiC). Not only can you identify the defect, but you can also tell if the crystal has internal stresses.</p>



<ul class="wp-block-list" id="ElementMediaGalleryList76569"><li><a href="https://www.renishaw.com/media/img/gen/c658b220e9c640d0b62697c210e5c3e9.jpg" target="_blank" rel="noopener"></a><a href="https://www.renishaw.com/media/img/gen/c658b220e9c640d0b62697c210e5c3e9.jpg" target="_blank" rel="noopener">Stress image generated from the ruby R2 PL band position</a></li></ul>



<h2 class="wp-block-heading" id="how-to-avoid-pl-backgrounds">How to avoid PL backgrounds</h2>



<p>Occasionally PL bands are strong and broad, masking Raman information. You can counter this by using a different laser wavelength. This can move the Raman bands away from the peak emission of the PL band and may even avoid generation of the PL entirely.</p>



<p>Ideally, a Raman instrument should be able to switch rapidly and easily between different laser wavelengths, so that you can select or avoid PL features, depending on your requirements.</p>



<p>Raman images (sometimes referred to as maps) depict a variation in spectral information from different points on, or in your sample. They can take the form of one-dimensional profiles, two-dimensional images, or three-dimensional rendered volumes. With them, you can rapidly see how a Raman parameter alters with position.</p>



<p>The parameter could be as simple as the intensity of a particular Raman band, or you could derive it from a more complicated analysis of the whole Raman spectrum.</p>



<p>The two main methods of collecting the spectral data to generate these images are Raman mapping and Raman imaging.</p>



<ul class="wp-block-list" id="ElementMediaGalleryList76570"><li><a href="https://www.renishaw.com/media/img/gen/5c817273421b48769a6bbdf29df25533.jpg" target="_blank" rel="noopener"></a><a href="https://www.renishaw.com/media/img/gen/5c817273421b48769a6bbdf29df25533.jpg" target="_blank" rel="noopener">White light and Raman images of washing powder</a></li></ul>



<h2 class="wp-block-heading" id="raman-mapping">Raman mapping</h2>



<p>Raman mapping collects a spectral hypercube (a Raman spectrum from each position on the sample in a single file), rather than a simple intensity image. The hypercube is analysed to produce Raman images.</p>



<p>There are several Raman mapping methods, such as:</p>



<ul class="wp-block-list"><li><strong>Point-by-point mapping</strong><br>The laser is focused to a spot. A motorised stage moves the sample under the laser. Spectra are sequentially acquired from an array of sample points spanning the defined region of interest. Fast versions of this are Renishaw&#8217;s&nbsp;<a href="https://www.renishaw.com/en/streamhr-generate-high-resolution-chemical-images--25501" target="_blank" rel="noopener">StreamHR™ and StreamHR&nbsp;<em>Rapide</em>.</a></li><li><strong>Line focus mapping</strong><br>This is similar to point-by-point mapping, but the laser illuminates a line on the sample, rather than a spot. This enables you to simultaneously collect spectra from multiple positions on the sample, saving time. With this method you can use higher laser powers without damaging the sample (reducing exposure times). Renishaw&#8217;s&nbsp;<a href="https://www.renishaw.com/en/streamline-generate-chemical-images-rapidly--9449" target="_blank" rel="noopener">StreamLine™</a>&nbsp;is a sophisticated modern implementation of this concept.</li></ul>



<p>It is important to consider the potentially undesirable effects of undersampling when mapping. This is most clearly illustrated when point-by-point mapping: parts of the sample will be &#8216;missed&#8217; if the laser spot is smaller than the spacing between acquisition points. Renishaw has solved this problem through the use of the&nbsp;<a href="https://www.renishaw.com/en/streamline-slalom--25499" target="_blank" rel="noopener">StreamLine™ Slalom</a>&nbsp;mode.</p>



<p><strong>Generating Raman images from map data</strong></p>



<p>Once all the Raman spectra are collected from the mapping experiment, they can be analysed to produce profiles, images or rendered volumes. Analysis options in Renishaw&#8217;s WiRE software include:</p>



<ul class="wp-block-list"><li><strong>Intensity at one frequency in the spectrum</strong><br>This produces an equivalent image to that from Raman imaging. These are quick to generate but may be misleading because it is not possible to differentiate between intensities arising from a Raman band of interest and those associated with a broad background fluorescence.</li><li><strong>Curve fit parameters<br></strong>All the spectra in the set have a theoretical curve fitted to one of the Raman bands. Images are then made based on the theoretical curve parameters for each spectrum. Images are often made using the centre frequency of the curve (band), or the full width at half maximum (FWHM), as this is sensitive to stresses and crystallinity within the sample respectively.</li><li><strong>Multivariate parameters<br></strong>Images can be generated using chemometric tools, such as generic principal component analysis (PCA), or Renishaw&#8217;s Empty Modelling™, which is optimised for Raman data. The Empty Modelling method reveals systematic variations between the Raman spectra, and highlights the distribution of these variations across the sample as an image. This is achieved without the need for prior knowledge of what is present within the sample, which greatly simplifies the analysis process. Multivariate analysis is very powerful because it uses information from the entire spectrum, not just one part of it (intensity at one frequency) or one curve-fitted band. This typically results in higher quality Raman images.</li></ul>



<h2 class="wp-block-heading" id="raman-imaging">Raman imaging</h2>



<p>Raman imaging is analogous to taking a photograph; spectral intensity values are collected simultaneously from the entire area of interest. The laser illuminates a square or circular region on the sample. The light is filtered so that the intensity of just one narrow part of the spectrum is recorded on the detector.</p>



<p>The single image collected contains limited information, just the intensity of the light at that frequency. However, these images can be acquired rapidly. This is especially true if you have a high power laser; because the light is spread over an area, you can use all the power without damaging your samples, with correspondingly short exposure times.</p>



<p>Two-dimensional images are typically produced using this method. Renishaw&#8217;s&nbsp;<a href="https://www.renishaw.com/en/true-raman-imaging--25925" target="_blank" rel="noopener">True Raman Imaging</a>&nbsp;is an example of Raman imaging.</p>



<p>Note that it is possible to collect intensity values covering multiple points of the spectrum by using multiple and/or tuneable filters.</p>



<h2 class="wp-block-heading" id="spatial-resolution">Spatial resolution</h2>



<h3 class="wp-block-heading" id="point-by-point-raman-mapping">Point-by-point Raman mapping</h3>



<p>Spatial resolution is determined by a combination of the laser spot size and the spacing between acquisition points on the sample.</p>



<ul class="wp-block-list"><li><strong>Laser spot size<br></strong>This is a function of the objective magnification and the laser wavelength (higher magnification and shorter wavelengths produce smaller spot sizes)</li><li><strong>Spacing between acquisition points on the sample (sampling)</strong><br>This is a function of the sample stage (ideally stages should have a large travel range while still enabling a step size down to 100 nm, smaller than the smallest spot size)</li></ul>



<h3 class="wp-block-heading" id="raman-imaging">Raman imaging</h3>



<p>Spatial resolution is determined by the magnification of the optics in the system and the size of the elements in the detector. Ultimately this is limited, by the inherent wavelike nature of light, to a little under a micrometre.</p>



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