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<title>Diffuse reflectance spectroscopy</title>
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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Diffuse reflectance spectroscopy</span></span>
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<p><b>Diffuse <a href="Reflectance" title="Reflectance">reflectance</a> spectroscopy</b>, or <b>diffuse reflection spectroscopy</b>, is a subset of <a href="Absorption_spectroscopy" title="Absorption spectroscopy">absorption spectroscopy</a>. It is sometimes called <b>remission spectroscopy</b>. Remission is the <a href="Reflection_(physics)" title="Reflection (physics)">reflection</a> or <a href="Back-scattering" class="mw-redirect" title="Back-scattering">back-scattering</a> of <a href="Light" title="Light">light</a> by a material, while transmission is the passage of light through a material. The word <i>remission</i> implies a direction of scatter, independent of the scattering process. Remission includes both specular and diffusely back-scattered light. The word <i>reflection</i> often implies a particular physical process, such as <a href="Specular_reflection" title="Specular reflection">specular reflection</a>.
</p><p>The use of the term <i>remission spectroscopy</i> is relatively recent, and found first use in applications related to medicine and biochemistry. While the term is becoming more common in certain areas of absorption spectroscopy, the term <i>diffuse reflectance</i> is firmly entrenched, as in <a href="Diffuse_reflectance_infrared_Fourier_transform_spectroscopy" title="Diffuse reflectance infrared Fourier transform spectroscopy">diffuse reflectance infrared Fourier transform spectroscopy</a> (DRIFTS) and diffuse-reflectance <a href="Ultraviolet%E2%80%93visible_spectroscopy" title="Ultraviolet–visible spectroscopy">ultraviolet–visible spectroscopy</a>.
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<div class="mw-heading mw-heading2"><h2 id="Mathematical_treatments_related_to_diffuse_reflectance_and_transmittance">Mathematical treatments related to diffuse reflectance and transmittance</h2></div>
<p>The mathematical treatments of absorption spectroscopy for scattering materials were originally largely borrowed from other fields. The most successful treatments use the concept of dividing a sample into layers, called plane parallel layers. The treatments are generally those consistent with a two-flux or <a href="Two-stream_approximation" title="Two-stream approximation">two-stream approximation</a>. Some of the treatments require all the scattered light, both remitted and transmitted light, to be measured. Others apply only to remitted light, with the assumption that the sample is "infinitely thick" and transmits no light. These are special cases of the more general treatments.
</p><p>There are several general treatments, all of which are compatible with each other, related to the <a href="Representative_layer_theory" title="Representative layer theory">mathematics of plane parallel layers</a>. They are the Stokes formulas,<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> equations of Benford,<sup id="cite_ref-Benford_2-0" class="reference"><a href="#cite_note-Benford-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> Hecht <a href="Finite_difference" title="Finite difference">finite difference</a> formula,<sup id="cite_ref-HechtJ_3-0" class="reference"><a href="#cite_note-HechtJ-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> and the Dahm equation.<sup id="cite_ref-DahmJ1_4-0" class="reference"><a href="#cite_note-DahmJ1-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Griffiths_5-0" class="reference"><a href="#cite_note-Griffiths-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> For the special case of infinitesimal layers, the Kubelka–Munk<sup id="cite_ref-KM1_6-0" class="reference"><a href="#cite_note-KM1-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> and Schuster–<a href="Gustav_Kort%C3%BCm" title="Gustav Kortüm">Kortüm</a><sup id="cite_ref-Schuster_7-0" class="reference"><a href="#cite_note-Schuster-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Kortuem_8-0" class="reference"><a href="#cite_note-Kortuem-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> treatments also give compatible results. Treatments which involve different assumptions and which yield incompatible results are the Giovanelli<sup id="cite_ref-Reflection_by_semi-infinite_diffuse_9-0" class="reference"><a href="#cite_note-Reflection_by_semi-infinite_diffuse-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> exact solutions, and the particle theories of Melamed<sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> and Simmons.<sup id="cite_ref-SimmonsP_11-0" class="reference"><a href="#cite_note-SimmonsP-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup>
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<div class="mw-heading mw-heading3"><h3 id="George_Gabriel_Stokes">George Gabriel Stokes</h3></div>
<p><a href="Sir_George_Stokes%2C_1st_Baronet" title="Sir George Stokes, 1st Baronet">George Gabriel Stokes</a> (not to neglect the later work of <a href="Gustav_Kirchhoff" title="Gustav Kirchhoff">Gustav Kirchhoff</a>) is often given credit for having first enunciated the fundamental principles of spectroscopy. In 1862, Stokes published formulas for determining the quantities of light remitted and transmitted from "a pile of plates". He described his work as addressing a "mathematical problem of some interest". He solved the problem using summations of geometric series, but the results are expressed as <a href="Continuous_functions" class="mw-redirect" title="Continuous functions">continuous functions</a>. This means that the results can be applied to fractional numbers of plates, though they have the intended meaning only for an integral number. The results below are presented in a form compatible with discontinuous functions.
</p><p>Stokes used the term "<a href="Reflection_(physics)" title="Reflection (physics)">reflexion</a>", not "remission", specifically referring to what is often called regular or <a href="Specular_reflection" title="Specular reflection">specular reflection</a>. In regular reflection, the <a href="Fresnel_equations" title="Fresnel equations">Fresnel equations</a> describe the physics, which includes both reflection and refraction, at the optical boundary of a plate. A "pile of plates" is still a term of art used to describe a <a href="Polarizer" title="Polarizer">polarizer</a> in which a polarized beam is obtained by tilting a pile of plates at an angle to an unpolarized incident beam. The area of <a href="Polarization_(waves)" title="Polarization (waves)">polarization</a> was specifically what interested Stokes in this mathematical problem.
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<div class="mw-heading mw-heading4"><h4 id="Stokes_formulas_for_remission_from_and_transmission_through_a_"pile_of_plates"">Stokes formulas for remission from and transmission through a "pile of plates"</h4></div>
<p>For a sample that consists of <span class="texhtml mvar" style="font-style:italic;">n</span> layers, each having its absorption, remission, and transmission (ART) fractions symbolized by <span class="texhtml">{<i>a</i>, <i>r</i>, <i>t</i> } </span>, with <span class="texhtml"><i>a</i> + <i>r</i> + <i>t</i> = 1</span>, one may symbolize the ART fractions for the sample as <span class="texhtml">{<i>Α<sub>n</sub></i>, <i>R<sub>n</sub></i>, <i>T<sub>n</sub></i>} </span> and calculate their values by
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{n}={\frac {\Omega -{\frac {1}{\Omega }}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }">
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<annotation encoding="application/x-tex">{\displaystyle T_{n}={\frac {\Omega -{\frac {1}{\Omega }}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }</annotation>
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</math></span><img src="./ade1aaeb63f6ba0f8568fb6e4baa212ae8f466c2.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -3.505ex; width:23.614ex; height:8.176ex;" alt="{\displaystyle T_{n}={\frac {\Omega -{\frac {1}{\Omega }}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{n}={\frac {\Psi ^{n}-{\frac {1}{\Psi ^{n}}}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }">
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<annotation encoding="application/x-tex">{\displaystyle R_{n}={\frac {\Psi ^{n}-{\frac {1}{\Psi ^{n}}}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }</annotation>
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</math></span><img src="./23ca4a90220f9a5eccdf519f1c432c8b5467dc17.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -3.505ex; width:24.02ex; height:8.176ex;" alt="{\displaystyle R_{n}={\frac {\Psi ^{n}-{\frac {1}{\Psi ^{n}}}}{\Omega \Psi ^{n}-{\frac {1}{\Omega \Psi ^{n}}}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{n}=1-T_{n}-R_{n},}">
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<annotation encoding="application/x-tex">{\displaystyle A_{n}=1-T_{n}-R_{n},}</annotation>
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</math></span><img src="./8599c65adeae33250c0dcd43f25afafb529b76ca.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:19.109ex; height:2.509ex;" alt="{\displaystyle A_{n}=1-T_{n}-R_{n},}" loading="lazy"></span></dd></dl>
<p>where
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \Omega ={\frac {1+r^{2}-t^{2}+\Delta }{2r}},\qquad }">
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<annotation encoding="application/x-tex">{\displaystyle \Omega ={\frac {1+r^{2}-t^{2}+\Delta }{2r}},\qquad }</annotation>
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</math></span><img src="./6a735d148617a88ec14c8421db20bea1108ee0d9.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.838ex; width:26.521ex; height:5.676ex;" alt="{\displaystyle \Omega ={\frac {1+r^{2}-t^{2}+\Delta }{2r}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \Psi ={\frac {1-r^{2}+t^{2}+\Delta }{2t}}}">
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<p>and
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \Delta ={\sqrt {(1+r+t)(1+r-t)(1-r+t)(1-r-t)}}.}">
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</math></span><img src="./a02a1f0b5a4af00e90eba58dcfaa6655d67e27e2.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.838ex; width:50.168ex; height:4.843ex;" alt="{\displaystyle \Delta ={\sqrt {(1+r+t)(1+r-t)(1-r+t)(1-r-t)}}.}" loading="lazy"></span></dd></dl>
<div class="mw-heading mw-heading3"><h3 id="Franz_Arthur_Friedrich_Schuster">Franz Arthur Friedrich Schuster</h3></div>
<p>In 1905, in an article entitled "Radiation through a foggy atmosphere", <a href="Arthur_Schuster" title="Arthur Schuster">Arthur Schuster</a> published a solution to the equation of <a href="Radiative_transfer" title="Radiative transfer">radiative transfer</a>, which describes the propagation of radiation through a medium, affected by absorption, emission, and scattering processes.<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> His mathematics used a <a href="Two-stream_approximation" title="Two-stream approximation">two flux approximation</a>; i.e., all light is assumed to travel with a component either in the same direction as the incident beam, or in the opposite direction. He used the word scattering rather than reflection, and considered scatter to be in all directions. He used the symbols k and s for absorption and isotropic scattering coefficients, and repeatedly refers to radiation entering a "layer", which ranges in size from infinitesimal to infinitely thick. In his treatment, the radiation enters the layers at all possible angles, referred to as "diffuse illumination".
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<div class="mw-heading mw-heading3"><h3 id="Kubelka_and_Munk">Kubelka and Munk</h3></div>
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</style><div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Kubelka%E2%80%93Munk_theory" title="Kubelka–Munk theory">Kubelka–Munk theory</a></div>
<p>In 1931, Paul Kubelka (with Franz Munk) published "An article on the optics of paint", the contents of which has come to be known as the <a href="Kubelka-Munk_theory" class="mw-redirect" title="Kubelka-Munk theory">Kubelka-Munk theory</a>. They used absorption and remission (or back-scatter) constants, noting (as translated by Stephen H. Westin) that "an infinitesimal layer of the coating absorbs and scatters a certain constant portion of all the light passing through it". While symbols and terminology are changed here, it seems clear from their language that the terms in their differential equations stand for absorption and backscatter (remission) fractions. They also noted that the reflectance from an infinite number of these infinitesimal layers is "solely a function of the ratio of the absorption and back-scatter (remission) constants <span class="texhtml"><i>a</i><sub>0</sub>/<i>r</i><sub>0</sub></span>, but not in any way on the absolute numerical values of these constants". This turns out to be incorrect for layers of finite thickness, and the equation was modified for spectroscopic purposes (below), but Kubelka-Munk theory has found extensive use in coatings.<sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup>
</p><p>However, in revised presentations of their mathematical treatment, including that of Kubelka, <a href="Gustav_Kort%C3%BCm" title="Gustav Kortüm">Kortüm</a> and Hecht (below), the following symbolism became popular, using coefficients rather than fractions:
</p>
<ul><li><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle K}">
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<li><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle S}">
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</math></span><img src="./4611d85173cd3b508e67077d4a1252c9c05abca2.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.499ex; height:2.176ex;" alt="{\displaystyle S}" loading="lazy"></span> is the Back-Scattering Coefficient ≡ the limiting fraction of light energy scattered backwards per unit thickness as thickness tends to zero.</li></ul>
<div class="mw-heading mw-heading4"><h4 id="The_Kubelka–Munk_equation">The Kubelka–Munk equation</h4></div>
<p>The Kubelka–Munk equation describes the remission from a sample composed of an infinite number of infinitesimal layers, each having <span class="texhtml"><i>a</i><sub>0</sub></span> as an absorption fraction, and <span class="texhtml"><i>r</i><sub>0</sub></span> as a remission fraction.
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{\infty }=1+{\frac {a_{0}}{r_{0}}}-{\sqrt {{\frac {a_{0}^{2}}{r_{0}^{2}}}+2{\frac {a_{0}}{r_{0}}}}}}">
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<annotation encoding="application/x-tex">{\displaystyle R_{\infty }=1+{\frac {a_{0}}{r_{0}}}-{\sqrt {{\frac {a_{0}^{2}}{r_{0}^{2}}}+2{\frac {a_{0}}{r_{0}}}}}}</annotation>
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</math></span><img src="./8c647992703f69158db62e71cd553ae8db049c35.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -3.005ex; width:29.398ex; height:7.843ex;" alt="{\displaystyle R_{\infty }=1+{\frac {a_{0}}{r_{0}}}-{\sqrt {{\frac {a_{0}^{2}}{r_{0}^{2}}}+2{\frac {a_{0}}{r_{0}}}}}}" loading="lazy"></span></dd></dl>
<div class="mw-heading mw-heading3"><h3 id="Deane_B._Judd">Deane B. Judd</h3></div>
<p><a href="Deane_B._Judd" title="Deane B. Judd">Deane Judd</a> was very interested the effect of light polarization and degree of diffusion on the appearance of objects. He made important contributions to the fields of <a href="Colorimetry" title="Colorimetry">colorimetry</a>, color discrimination, color order, and color vision. Judd defined the scattering power for a sample as <span class="texhtml mvar" style="font-style:italic;">Sd</span>, where <span class="texhtml mvar" style="font-style:italic;">d</span> is the particle diameter. This is consistent with the belief that the scattering from a single particle is conceptually more important than the derived coefficients.
</p><p>The above Kubelka–Munk equation can be resolved for the ratio <span class="texhtml"><i>a</i><sub>0</sub>/<i>r</i><sub>0</sub></span> in terms of <span class="texhtml"><i>R</i><sub>∞</sub></span>. This led to a very early (perhaps the first) use of the term "remission" in place of "reflectance" when Judd defined a "remission function" as <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}">
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<annotation encoding="application/x-tex">{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}</annotation>
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</math></span><img src="./95969d1b5bdce8e856c9dad0b28bc2ab340e8653.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:16.488ex; height:6.343ex;" alt="{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}" loading="lazy"></span>, where <span class="texhtml mvar" style="font-style:italic;">k</span> and <span class="texhtml mvar" style="font-style:italic;">s</span> are absorption and scattering coefficients, which replace <span class="texhtml"><i>a</i><sub>0</sub></span> and <span class="texhtml"><i>r</i><sub>0</sub></span> in the Kubelka–Munk equation above. Judd tabulated the remission function as a function of percent reflectance from an infinitely thick sample.<sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> This function, when used as a measure of absorption, was sometimes referred to as "pseudo-absorbance", a term which has been used later with other definitions<sup id="cite_ref-16" class="reference"><a href="#cite_note-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup> as well.
</p>
<div class="mw-heading mw-heading3"><h3 id="General_Electric">General Electric</h3></div>
<p>In the 1920s and 30s, <a href="Albert_H._Taylor" title="Albert H. Taylor">Albert H. Taylor</a>, <a href="Arthur_C._Hardy" title="Arthur C. Hardy">Arthur C. Hardy</a>, and others of the General Electric company developed a series of instruments that were capable of easily recording spectral data "in reflection". Their display preference for the data was "% Reflectance". In 1946, <a href="Frank_Benford" title="Frank Benford">Frank Benford</a><sup id="cite_ref-Benford_2-1" class="reference"><a href="#cite_note-Benford-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> published a series of parametric equations that gave results equivalent to the Stokes formulas. The formulas used fractions to express reflectance and transmittance.
</p>
<div class="mw-heading mw-heading4"><h4 id="Equations_of_Benford">Equations of Benford</h4></div>
<p>If <span class="texhtml"><i>A</i><sub>1</sub></span>, <span class="texhtml"><i>R</i><sub>1</sub></span>, and <span class="texhtml"><i>T</i><sub>1</sub></span> are known for the representative layer of a sample, and <span class="texhtml mvar" style="font-style:italic;">A<sub>n</sub></span>, <span class="texhtml mvar" style="font-style:italic;">R<sub>n</sub></span> and <span class="texhtml mvar" style="font-style:italic;">T<sub>n</sub></span> are known for a layer composed of <span class="texhtml mvar" style="font-style:italic;">n</span> representative layers, the ART fractions for a layer with thickness of <span class="texhtml"><i>n</i> + 1</span> are
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{n+1}={\frac {T_{n}T_{1}}{1-R_{n}R_{1}}},\qquad }">
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</math></span><img src="./71a626d768ddc20da662720f2d298fc893b89332.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:23.707ex; height:5.676ex;" alt="{\displaystyle T_{n+1}={\frac {T_{n}T_{1}}{1-R_{n}R_{1}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{n+1}=R_{n}+{\frac {T_{n}^{2}R_{1}}{1-R_{n}R_{1}}},\qquad }">
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<annotation encoding="application/x-tex">{\displaystyle R_{n+1}=R_{n}+{\frac {T_{n}^{2}R_{1}}{1-R_{n}R_{1}}},\qquad }</annotation>
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</math></span><img src="./fcbb2dd35db20100707dabbe22781b41aed59f6e.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:29.936ex; height:6.009ex;" alt="{\displaystyle R_{n+1}=R_{n}+{\frac {T_{n}^{2}R_{1}}{1-R_{n}R_{1}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{n+1}=1-T_{n+1}-R_{n+1}}">
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<p>If <span class="texhtml mvar" style="font-style:italic;">A<sub>d</sub></span>, <span class="texhtml mvar" style="font-style:italic;">R<sub>d</sub></span> and <span class="texhtml mvar" style="font-style:italic;">T<sub>d</sub></span> are known for a layer with thickness <span class="texhtml mvar" style="font-style:italic;">d</span>, the ART fractions for a layer with thickness of <span class="texhtml"><i>d</i>/2</span> are
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{d/2}={\frac {R_{d}}{1+T_{d}}},\qquad }">
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</math></span><img src="./a7ee20066e594641e19c014a5568451f2bc36a9c.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.171ex; width:20.179ex; height:5.509ex;" alt="{\displaystyle R_{d/2}={\frac {R_{d}}{1+T_{d}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{d/2}={\sqrt {T_{d}(1-R_{d/2}^{2})}},\qquad }">
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<annotation encoding="application/x-tex">{\displaystyle T_{d/2}={\sqrt {T_{d}(1-R_{d/2}^{2})}},\qquad }</annotation>
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</math></span><img src="./2871285cd9bd2c3edf7ce7cc4a150058f58ff05a.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.005ex; width:27.569ex; height:4.676ex;" alt="{\displaystyle T_{d/2}={\sqrt {T_{d}(1-R_{d/2}^{2})}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{d/2}=1-T_{d/2}-R_{d/2},}">
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<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle A_{d/2}=1-T_{d/2}-R_{d/2},}</annotation>
</semantics>
</math></span><img src="./03e3ac491318b3030dc649e0b5b0743e7e274ed4.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.171ex; width:23.661ex; height:3.009ex;" alt="{\displaystyle A_{d/2}=1-T_{d/2}-R_{d/2},}" loading="lazy"></span></dd></dl>
<p>and the fractions for a layer with thickness of <span class="texhtml">2<i>d</i></span> are
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{2d}={\frac {T_{d}^{2}}{1-R_{d}^{2}}},\qquad }">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<msubsup>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>d</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msubsup>
<mrow>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msubsup>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>d</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msubsup>
</mrow>
</mfrac>
</mrow>
<mo>,</mo>
<mspace width="2em"></mspace>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle T_{2d}={\frac {T_{d}^{2}}{1-R_{d}^{2}}},\qquad }</annotation>
</semantics>
</math></span><img src="./70aa9ad86853684b5f88f0d5ee5b344481204574.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -3.005ex; width:19.357ex; height:7.176ex;" alt="{\displaystyle T_{2d}={\frac {T_{d}^{2}}{1-R_{d}^{2}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{2d}=R_{d}(1+T_{2d}),\qquad }">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
<mo>=</mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>d</mi>
</mrow>
</msub>
<mo stretchy="false">(</mo>
<mn>1</mn>
<mo>+</mo>
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>,</mo>
<mspace width="2em"></mspace>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle R_{2d}=R_{d}(1+T_{2d}),\qquad }</annotation>
</semantics>
</math></span><img src="./3b6f6f24683eb123f49592579f6544b678a83d7a.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:24.008ex; height:2.843ex;" alt="{\displaystyle R_{2d}=R_{d}(1+T_{2d}),\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{2d}=1-T_{2d}-R_{2d}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>A</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
<mo>−<!-- − --></mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
<mi>d</mi>
</mrow>
</msub>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle A_{2d}=1-T_{2d}-R_{2d}}</annotation>
</semantics>
</math></span><img src="./fed727cb735fcbb0ccc02893ccd9eb5e4cc39085.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:20.548ex; height:2.509ex;" alt="{\displaystyle A_{2d}=1-T_{2d}-R_{2d}}" loading="lazy"></span></dd></dl>
<p>If <span class="texhtml mvar" style="font-style:italic;">A<sub>x</sub></span>, <span class="texhtml mvar" style="font-style:italic;">R<sub>x</sub></span> and <span class="texhtml mvar" style="font-style:italic;">T<sub>x</sub></span> are known for layer <span class="texhtml mvar" style="font-style:italic;">x</span> and <span class="texhtml mvar" style="font-style:italic;">A<sub>y</sub></span> <span class="texhtml mvar" style="font-style:italic;">R<sub>y</sub></span> and <span class="texhtml mvar" style="font-style:italic;">T<sub>y</sub></span> are known for layer <span class="texhtml mvar" style="font-style:italic;">y</span>, the ART fractions for a sample composed of layer <span class="texhtml mvar" style="font-style:italic;">x</span> and layer <span class="texhtml mvar" style="font-style:italic;">y</span> are
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{x+y}={\frac {T_{x}T_{y}}{1-R_{(-x)}R_{y}}},\qquad }">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
<mo>+</mo>
<mi>y</mi>
</mrow>
</msub>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
</mrow>
</msub>
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>y</mi>
</mrow>
</msub>
</mrow>
<mrow>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mo stretchy="false">(</mo>
<mo>−<!-- − --></mo>
<mi>x</mi>
<mo stretchy="false">)</mo>
</mrow>
</msub>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>y</mi>
</mrow>
</msub>
</mrow>
</mfrac>
</mrow>
<mo>,</mo>
<mspace width="2em"></mspace>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle T_{x+y}={\frac {T_{x}T_{y}}{1-R_{(-x)}R_{y}}},\qquad }</annotation>
</semantics>
</math></span><img src="./17206334f100f94adddccc262f92cca7ed93a0cc.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.671ex; width:26.163ex; height:6.343ex;" alt="{\displaystyle T_{x+y}={\frac {T_{x}T_{y}}{1-R_{(-x)}R_{y}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{x+y}=R_{x}+{\frac {T_{x}^{2}R_{y}}{1-R_{(-x)}R_{y}}},\qquad }">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
<mo>+</mo>
<mi>y</mi>
</mrow>
</msub>
<mo>=</mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
</mrow>
</msub>
<mo>+</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<msubsup>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
</mrow>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msubsup>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>y</mi>
</mrow>
</msub>
</mrow>
<mrow>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mo stretchy="false">(</mo>
<mo>−<!-- − --></mo>
<mi>x</mi>
<mo stretchy="false">)</mo>
</mrow>
</msub>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>y</mi>
</mrow>
</msub>
</mrow>
</mfrac>
</mrow>
<mo>,</mo>
<mspace width="2em"></mspace>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle R_{x+y}=R_{x}+{\frac {T_{x}^{2}R_{y}}{1-R_{(-x)}R_{y}}},\qquad }</annotation>
</semantics>
</math></span><img src="./47469e4fa79b3c075225782a477390e7feea0a4a.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.671ex; width:32.346ex; height:6.676ex;" alt="{\displaystyle R_{x+y}=R_{x}+{\frac {T_{x}^{2}R_{y}}{1-R_{(-x)}R_{y}}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A_{x+y}=1-T_{x+y}-R_{x+y}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>A</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
<mo>+</mo>
<mi>y</mi>
</mrow>
</msub>
<mo>=</mo>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
<mo>+</mo>
<mi>y</mi>
</mrow>
</msub>
<mo>−<!-- − --></mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>x</mi>
<mo>+</mo>
<mi>y</mi>
</mrow>
</msub>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle A_{x+y}=1-T_{x+y}-R_{x+y}}</annotation>
</semantics>
</math></span><img src="./a5da164d1ca71e1c2295ba55e55ff581217e085a.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.005ex; width:24.611ex; height:2.843ex;" alt="{\displaystyle A_{x+y}=1-T_{x+y}-R_{x+y}}" loading="lazy"></span></dd>
<dd>The symbol <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{(-x)}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mo stretchy="false">(</mo>
<mo>−<!-- − --></mo>
<mi>x</mi>
<mo stretchy="false">)</mo>
</mrow>
</msub>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle R_{(-x)}}</annotation>
</semantics>
</math></span><img src="./85056401f0cd2aa29871d8ba2a348c8b33b0de3b.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.171ex; width:5.494ex; height:3.009ex;" alt="{\displaystyle R_{(-x)}}" loading="lazy"></span> refers to the reflectance of layer <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle x}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>x</mi>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle x}</annotation>
</semantics>
</math></span><img src="./87f9e315fd7e2ba406057a97300593c4802b53e4.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.33ex; height:1.676ex;" alt="{\displaystyle x}" loading="lazy"></span> when the direction of illumination is <a href="Antiparallel_lines" title="Antiparallel lines">antiparallel</a> to that of the incident beam. The difference in direction is important when dealing with <a href="Kubelka-Munk_theory" class="mw-redirect" title="Kubelka-Munk theory">inhomogeneous layers</a>. This consideration was added by Paul Kubelka<sup id="cite_ref-17" class="reference"><a href="#cite_note-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> in 1954.</dd></dl>
<div class="mw-heading mw-heading3"><h3 id="Giovanelli_and_Chandrasekhar">Giovanelli and Chandrasekhar</h3></div>
<p>In 1955, <a href="Ron_Giovanelli" title="Ron Giovanelli">Ron Giovanelli</a> published explicit expressions for several cases of interest which are touted as exact solutions to the radiative transfer equation for a semi-infinite ideal diffuser.<sup id="cite_ref-Reflection_by_semi-infinite_diffuse_9-1" class="reference"><a href="#cite_note-Reflection_by_semi-infinite_diffuse-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> His solutions have become the standard against which results from approximate theoretical treatments are measured. Many of the solutions appear deceptively simple due to the work of <a href="Subrahmanyan_Chandrasekhar" title="Subrahmanyan Chandrasekhar">Subrahmanyan (Chandra) Chandrasekhar</a>. For example, the total reflectance for light incident in the direction μ<sub>0</sub> is <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R(\mu _{0})=1-H(\mu _{0}){\sqrt {1-\omega _{0}}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>R</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>μ<!-- μ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>0</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mn>1</mn>
<mo>−<!-- − --></mo>
<mi>H</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>μ<!-- μ --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>0</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mrow class="MJX-TeXAtom-ORD">
<msqrt>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>ω<!-- ω --></mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>0</mn>
</mrow>
</msub>
</msqrt>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle R(\mu _{0})=1-H(\mu _{0}){\sqrt {1-\omega _{0}}}}</annotation>
</semantics>
</math></span><img src="./21172ae9825789979dcf96284d7cfa520ed7605d.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.171ex; width:28.286ex; height:3.509ex;" alt="{\displaystyle R(\mu _{0})=1-H(\mu _{0}){\sqrt {1-\omega _{0}}}}" loading="lazy"></span>
</p><p>Here <span class="texhtml">ω<sub>0</sub></span> is known as the <a href="Albedo" title="Albedo">albedo</a> of single scatter <span class="texhtml">σ/(α+σ)</span>, representing the fraction of the radiation lost by scattering in a medium where both absorption (<span class="texhtml">α</span>) and scattering (<span class="texhtml">σ</span>) take place. The function <span class="texhtml"><i>H</i>(μ<sub>0</sub>)</span> is called the H-integral, the values of which were tabulated by Chandrasekhar.<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Gustav_Kortüm">Gustav Kortüm</h3></div>
<p><a href="Gustav_Kort%C3%BCm" title="Gustav Kortüm">Kortüm</a> was a physical chemist who had a broad range of interests, and published prolifically. His research covered many aspects of light scattering. He began to pull together what was known in various fields into an understanding of how “reflectance spectroscopy” worked. In 1969, the English translation of his book entitled Reflectance Spectroscopy (long in preparation and translation) was published. This book came to dominate thinking of the day for 20 years in the emerging fields of both <a href="Diffuse_reflectance_infrared_Fourier_transform_spectroscopy" title="Diffuse reflectance infrared Fourier transform spectroscopy">DRIFTS</a> and <a href="Near-infrared_spectroscopy" title="Near-infrared spectroscopy">NIR Spectroscopy</a>.
</p><p>Kortüm's position was that since regular (or <a href="Specular_reflection" title="Specular reflection">specular</a>) reflection is governed by different laws than <a href="Diffuse_reflection" title="Diffuse reflection">diffuse reflection</a>, they should therefore be accorded different mathematical treatments. He developed an approach based on Schuster's work by ignoring the <a href="Emissivity" title="Emissivity">emissivity</a> of the clouds in the "foggy atmosphere". If we take <span class="texhtml mvar" style="font-style:italic;">α</span> as the fraction of incident light absorbed and <span class="texhtml mvar" style="font-style:italic;">σ</span> as the fraction scattered <a href="Isotropic_radiator" title="Isotropic radiator">isotropically</a> by a single particle (referred to by Kortüm as the "true coefficients of single scatter"), and define the absorption and isotropic scattering for a layer as <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle k={\frac {2\alpha }{\alpha +\sigma }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>k</mi>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mn>2</mn>
<mi>α<!-- α --></mi>
</mrow>
<mrow>
<mi>α<!-- α --></mi>
<mo>+</mo>
<mi>σ<!-- σ --></mi>
</mrow>
</mfrac>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle k={\frac {2\alpha }{\alpha +\sigma }}}</annotation>
</semantics>
</math></span><img src="./14f5d9b5d03512fc52c4adb777063685bf4de7c1.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.005ex; width:10.804ex; height:5.343ex;" alt="{\displaystyle k={\frac {2\alpha }{\alpha +\sigma }}}" loading="lazy"></span> and <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle s={\frac {\sigma }{\alpha +\sigma }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>s</mi>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>σ<!-- σ --></mi>
<mrow>
<mi>α<!-- α --></mi>
<mo>+</mo>
<mi>σ<!-- σ --></mi>
</mrow>
</mfrac>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle s={\frac {\sigma }{\alpha +\sigma }}}</annotation>
</semantics>
</math></span><img src="./848a05636dc45a460dd7836ee0b90f8660c9226f.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.005ex; width:10.683ex; height:4.843ex;" alt="{\displaystyle s={\frac {\sigma }{\alpha +\sigma }}}" loading="lazy"></span> then: <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mo stretchy="false">(</mo>
<mn>1</mn>
<mo>−<!-- − --></mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">∞<!-- ∞ --></mi>
</mrow>
</msub>
<msup>
<mo stretchy="false">)</mo>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msup>
</mrow>
<mrow>
<mn>2</mn>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">∞<!-- ∞ --></mi>
</mrow>
</msub>
</mrow>
</mfrac>
</mrow>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>k</mi>
<mi>s</mi>
</mfrac>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}</annotation>
</semantics>
</math></span><img src="./95969d1b5bdce8e856c9dad0b28bc2ab340e8653.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:16.488ex; height:6.343ex;" alt="{\displaystyle {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {k}{s}}}" loading="lazy"></span>
</p><p>This is the same "remission function" as used by Judd, but Kortüm's translator referred to it as "the so-called <a href="Reflectance" title="Reflectance">reflectance</a> function". If we substitute back for the particle properties, we obtain <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle {\frac {k}{s}}={\frac {\left({\frac {2\alpha }{\alpha +\sigma }}\right)}{\left({\frac {\sigma }{\alpha +\sigma }}\right)}}=2{\frac {\alpha }{\sigma }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>k</mi>
<mi>s</mi>
</mfrac>
</mrow>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mo>(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mn>2</mn>
<mi>α<!-- α --></mi>
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<mrow>
<mi>α<!-- α --></mi>
<mo>+</mo>
<mi>σ<!-- σ --></mi>
</mrow>
</mfrac>
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<mo>)</mo>
</mrow>
<mrow>
<mo>(</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>σ<!-- σ --></mi>
<mrow>
<mi>α<!-- α --></mi>
<mo>+</mo>
<mi>σ<!-- σ --></mi>
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</mfrac>
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<mo>)</mo>
</mrow>
</mfrac>
</mrow>
<mo>=</mo>
<mn>2</mn>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>α<!-- α --></mi>
<mi>σ<!-- σ --></mi>
</mfrac>
</mrow>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle {\frac {k}{s}}={\frac {\left({\frac {2\alpha }{\alpha +\sigma }}\right)}{\left({\frac {\sigma }{\alpha +\sigma }}\right)}}=2{\frac {\alpha }{\sigma }}}</annotation>
</semantics>
</math></span><img src="./20de55d1f7bca465a9b601242bff99228a1c2583.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -3.171ex; width:19.449ex; height:8.843ex;" alt="{\displaystyle {\frac {k}{s}}={\frac {\left({\frac {2\alpha }{\alpha +\sigma }}\right)}{\left({\frac {\sigma }{\alpha +\sigma }}\right)}}=2{\frac {\alpha }{\sigma }}}" loading="lazy"></span> and then we obtain the Schuster equation for isotropic scattering:
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle F(R_{\infty })={\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}=2{\frac {\alpha }{\sigma }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>F</mi>
<mo stretchy="false">(</mo>
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<mi mathvariant="normal">∞<!-- ∞ --></mi>
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<mo>=</mo>
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<mfrac>
<mi>α<!-- α --></mi>
<mi>σ<!-- σ --></mi>
</mfrac>
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<annotation encoding="application/x-tex">{\displaystyle F(R_{\infty })={\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}=2{\frac {\alpha }{\sigma }}}</annotation>
</semantics>
</math></span><img src="./26b1e5b73d4cf659706e6c397ab4f8600e1f3b1b.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:28.215ex; height:6.343ex;" alt="{\displaystyle F(R_{\infty })={\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}=2{\frac {\alpha }{\sigma }}}" loading="lazy"></span></dd></dl>
<p>Additionally, Kortüm derived "the Kubelka-Munk exponential solution" by defining <span class="texhtml mvar" style="font-style:italic;">k</span> and <span class="texhtml mvar" style="font-style:italic;">s</span> as the absorption and scattering coefficient per centimeter of the material and substituting: <span class="texhtml"><i>K</i> ≡ 2<i>k</i></span> and <span class="texhtml"><i>S</i> ≡ 2<i>s</i></span>, while pointing out in a footnote that <span class="texhtml mvar" style="font-style:italic;">S</span> is a back-scattering coefficient. He wound up with what he called the "Kubelka–Munk function", commonly called the Kubelka–Munk equation:
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle F(R_{\infty })\equiv {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {K}{S}}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>F</mi>
<mo stretchy="false">(</mo>
<msub>
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<mi>K</mi>
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<annotation encoding="application/x-tex">{\displaystyle F(R_{\infty })\equiv {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {K}{S}}}</annotation>
</semantics>
</math></span><img src="./7513c6d68f3aaa06972c8ed7e6e38019369a02be.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:27.63ex; height:6.343ex;" alt="{\displaystyle F(R_{\infty })\equiv {\frac {(1-R_{\infty })^{2}}{2R_{\infty }}}={\frac {K}{S}}}" loading="lazy"></span></dd></dl>
<p>Kortüm concluded that "the two constant theory of Kubelka and Munk leads to conclusions accessible to experimental test. In practice these are found to be at least qualitatively confirmed, and suitable conditions fulfilling the assumptions made, quantitatively as well."
</p><p>Kortüm tended to eschew the "particle theories", though he did record that one author, N.T. Melamed of Westinghouse Research Labs, "abandoned the idea of plane parallel layers and substituted them with a statistical summation over individual particles."<sup id="cite_ref-Melamed_19-0" class="reference"><a href="#cite_note-Melamed-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Hecht_and_Simmons">Hecht and Simmons</h3></div>
<p>In 1966, Harry G. Hecht (with Wesley W. Wendlandt) published a book entitled "Reflectance Spectroscopy", because "unlike transmittance spectroscopy, there were no reference books written on the subject" of "diffuse reflectance spectroscopy", and "the fundamentals were only to be found in the old literature, some of which was not readily accessible".<sup id="cite_ref-Hecht_Book_20-0" class="reference"><a href="#cite_note-Hecht_Book-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> Hecht describes himself as a novice in the field at the time, and said that if he had known that Gustav Kortüm, "a great pillar in the field", was in the process of writing a book on the subject, he "would not have undertaken the task".<sup id="cite_ref-Dahm_Book_21-0" class="reference"><a href="#cite_note-Dahm_Book-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup> Hecht was asked to write a review of Kortüm's book<sup id="cite_ref-Kortuem_8-1" class="reference"><a href="#cite_note-Kortuem-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> and their correspondence concerning it led to Hecht spending a year in Kortüm's laboratories. Kortüm is the author most often cited in the book.
</p><p>One of the features of the remission function emphasized by Hecht was the fact that
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \log F(R_{\infty })=\log k-\log s}">
<semantics>
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<mstyle displaystyle="true" scriptlevel="0">
<mi>log</mi>
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<mo><!-- --></mo>
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<mi>log</mi>
<mo><!-- --></mo>
<mi>s</mi>
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<annotation encoding="application/x-tex">{\displaystyle \log F(R_{\infty })=\log k-\log s}</annotation>
</semantics>
</math></span><img src="./a27507482156812756127d3807879ec0feb874f9.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:25.507ex; height:2.843ex;" alt="{\displaystyle \log F(R_{\infty })=\log k-\log s}" loading="lazy"></span></dd></dl>
<p>should yield the absorption spectrum displaced by <span class="texhtml">-log <i>s</i></span>. While the scattering coefficient might change with particle size, the absorption coefficient, which should be proportional to concentration of an <a href="Absorber" title="Absorber">absorber</a>, would be obtainable by a background correction for a spectrum. However, experimental data showed the relationship did not hold in strongly absorbing materials. Many papers were published with various explanations for this failure of the Kubelka-Munk equation. Proposed culprits included: incomplete diffusion, anisotropic scatter ("the invalid assumption that radiation is returned equally in all directions from a given particle"), and presence of regular reflection. The situation resulted in a myriad of models and theories being proposed to correct these supposed deficiencies. The various alternative theories were evaluated and compared.<sup id="cite_ref-HechtJ_3-1" class="reference"><a href="#cite_note-HechtJ-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup>
</p><p>In his book, Hecht reported the mathematics of Stokes and Melamed formulas (which he called “statistical methods”). He believed the approach of Melamed,<sup id="cite_ref-Melamed_19-1" class="reference"><a href="#cite_note-Melamed-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> which “involve a summation over individual particles” was more satisfactory than summations over “plane parallel layers”. Unfortunately, Melamed's method failed as the <a href="Refractive_index" title="Refractive index">refractive index</a> of the particles approached unity, but he did call attention to the importance of using individual particle properties, as opposed to coefficients that represent averaged properties for a sample. E.L. Simmons used a simplified modification of the particle model to relate diffuse reflectance to fundamental optical constants without the use of the cumbersome equations. In 1975, Simmons evaluated various theories of diffuse reflectance spectroscopy and concluded that a modified particle <a href="Model_theory" title="Model theory">model theory</a> is probably the most nearly correct.
</p><p>In 1976, Hecht wrote a lengthy paper comprehensively describing the myriad of mathematical treatments that had been proposed to deal with diffuse reflectance. In this paper, Hecht states that he assumed (as did Simmons) that in the plane-parallel treatment, the layers could not be made infinitesimally small, but should be restricted to layers of finite thickness interpreted as the mean particle diameter of the sample. This is also supported by the observation that the ratio of the Kubelka–Munk absorption and scattering coefficients is <style data-mw-deduplicate="TemplateStyles:r1154941027">
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</style><span class="frac"><span class="num">3</span>⁄<span class="den">8</span></span> that of corresponding ratio of the <a href="Mie_scattering" title="Mie scattering">Mie coefficients</a> for a sphere. That factor can be rationalized by simple geometric considerations,<sup id="cite_ref-Griffiths_5-1" class="reference"><a href="#cite_note-Griffiths-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> recognizing that to a first approximation, the absorption is proportional to volume and the scatter is proportional to cross sectional surface area. This is entirely consistent with the Mie coefficients measuring absorption and scatter at a point, and the Kubelka–Munk coefficients measuring scatter by a sphere.
</p><p>To correct this deficiency of the Kubelka–Munk approach, for the case of an infinitely thick sample, Hecht blended the particle and layer methods by replacing the differential equations in the Kubelka–Munk treatment by finite difference equations, and obtained the Hecht finite difference formula:
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle F(R_{\infty })=a\left({\frac {1}{r}}-1\right)-{\frac {a^{2}}{2r}}}">
<semantics>
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<mstyle displaystyle="true" scriptlevel="0">
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<annotation encoding="application/x-tex">{\displaystyle F(R_{\infty })=a\left({\frac {1}{r}}-1\right)-{\frac {a^{2}}{2r}}}</annotation>
</semantics>
</math></span><img src="./739e089318f845dc76008574fa3bab1cffbbcca1.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.505ex; width:27.288ex; height:6.343ex;" alt="{\displaystyle F(R_{\infty })=a\left({\frac {1}{r}}-1\right)-{\frac {a^{2}}{2r}}}" loading="lazy"></span></dd></dl>
<p>Hecht apparently did not know that this result could be generalized, but he realized that the above formula "represents an improvement … and shows the need to consider the particulate nature of scattering media in developing a more precise theory".<sup id="cite_ref-HechtJ_3-2" class="reference"><a href="#cite_note-HechtJ-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Karl_Norris_(USDA),_Gerald_Birth">Karl Norris (USDA), Gerald Birth</h3></div>
<p>Karl Norris pioneered the field of <a href="Near-infrared_spectroscopy" title="Near-infrared spectroscopy">near-infrared spectroscopy</a>.<sup id="cite_ref-23" class="reference"><a href="#cite_note-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup> He began by using log(1/<i>R</i>) as a metric of absorption. While often the samples examined were “infinitely thick”, partially transparent samples were analyzed (especially later) in cells that had a rear reflecting surface (reflector) in a mode called "transflectance". Therefore, the remission from the sample contained light that was back-scattered from the sample, as well as light that was transmitted through the sample, then reflected back to be transmitted through the sample again, thereby doubling the path length. Having no sound theoretical basis for data treatment, Norris used the same electronic processing that was used for absorption data collected in transmission.<sup id="cite_ref-Karl_24-0" class="reference"><a href="#cite_note-Karl-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup> He pioneered the use of <a href="Multiple_linear_regression" class="mw-redirect" title="Multiple linear regression">multiple linear regression</a> for analysis of data.
</p><p>Gerry Birth was the founder of the International Diffuse Reflectance Conference (IDRC). He also worked at the USDA. He was known to have a deep desire to have a better understanding of the process of light scattering. He teamed up with Harry Hecht (who was active in the early meetings of IDRC) to write the Physics theory chapter, with many photographic illustrations, in an influential Handbook edited by Phil Williams and Karl Norris:<sup id="cite_ref-Birth_25-0" class="reference"><a href="#cite_note-Birth-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup> <i>Nearinfrared Technology in the Agriculture and Food Industries</i>.
</p>
<div class="mw-heading mw-heading3"><h3 id="Donald_J._Dahm,_Kevin_D._Dahm">Donald J. Dahm, Kevin D. Dahm</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Representative_layer_theory" title="Representative layer theory">Representative layer theory</a></div>
<p>In 1994, Donald and Kevin Dahm began using numerical techniques to calculate remission and transmission from samples of varying numbers of plane parallel layers from absorption and remission fractions for a single layer. Their plan was to "start with a simple model, treat the problem numerically rather than analytically, then look for analytical functions that describe the numerical results. Assuming success with that, the model would be made more complex, allowing more complex analytical expressions to be derived, eventually, leading to an understanding of diffuse reflection at a level that appropriately approximated particulate samples."<sup id="cite_ref-Dahm_Book_21-1" class="reference"><a href="#cite_note-Dahm_Book-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup> They were able to show the fraction of incident light remitted, <span class="texhtml mvar" style="font-style:italic;">R</span>, and transmitted, <span class="texhtml mvar" style="font-style:italic;">T</span>, by a sample composed of layers, each absorbing a fraction <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle a}">
<semantics>
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</math></span><img src="./ffd2487510aa438433a2579450ab2b3d557e5edc.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.23ex; height:1.676ex;" alt="{\displaystyle a}" loading="lazy"></span> and remitting a fraction <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle r}">
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</math></span><img src="./0d1ecb613aa2984f0576f70f86650b7c2a132538.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.338ex; width:1.049ex; height:1.676ex;" alt="{\displaystyle r}" loading="lazy"></span> of the light incident upon it, could be quantified by an Absorption/Remission function (symbolized <span class="texhtml"><i>A</i>(<i>R</i>,<i>T</i>)</span> and called the ART function), which is constant for a sample composed of any number of identical layers.
</p>
<div class="mw-heading mw-heading4"><h4 id="Dahm_equation">Dahm equation</h4></div>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A(R,T)\equiv {\frac {(1-R_{n})^{2}-T_{n}^{2}}{R_{n}}}={\frac {(2-a-2r)a}{r}}={\frac {a(1+t-r)}{r}}.}">
<semantics>
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<annotation encoding="application/x-tex">{\displaystyle A(R,T)\equiv {\frac {(1-R_{n})^{2}-T_{n}^{2}}{R_{n}}}={\frac {(2-a-2r)a}{r}}={\frac {a(1+t-r)}{r}}.}</annotation>
</semantics>
</math></span><img src="./64938cb7471dc7a8dd98771a8b2a1fc27b833253.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:60.995ex; height:6.343ex;" alt="{\displaystyle A(R,T)\equiv {\frac {(1-R_{n})^{2}-T_{n}^{2}}{R_{n}}}={\frac {(2-a-2r)a}{r}}={\frac {a(1+t-r)}{r}}.}" loading="lazy"></span></dd></dl>
<p>Also from this process came results for several special cases of two stream solutions for plane parallel layers.
</p><p>For the case of zero absorption, <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{n}={\frac {nr}{nr+t}},\qquad }">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
</mrow>
</msub>
<mo>=</mo>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mrow>
<mi>n</mi>
<mi>r</mi>
</mrow>
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<mi>n</mi>
<mi>r</mi>
<mo>+</mo>
<mi>t</mi>
</mrow>
</mfrac>
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<mo>,</mo>
<mspace width="2em"></mspace>
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<annotation encoding="application/x-tex">{\displaystyle R_{n}={\frac {nr}{nr+t}},\qquad }</annotation>
</semantics>
</math></span><img src="./47771a031184d2ff8e23bf6c3a7307b648685ba1.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.005ex; width:18.332ex; height:4.843ex;" alt="{\displaystyle R_{n}={\frac {nr}{nr+t}},\qquad }" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle T_{n}={\frac {t}{nr+t}},}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>T</mi>
<mrow class="MJX-TeXAtom-ORD">
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<mo>=</mo>
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<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle T_{n}={\frac {t}{nr+t}},}</annotation>
</semantics>
</math></span><img src="./b1e33d4e62fdcc68dae686b580895e190f752aa2.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.005ex; width:13.281ex; height:5.343ex;" alt="{\displaystyle T_{n}={\frac {t}{nr+t}},}" loading="lazy"></span> <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle R_{n}+T_{n}=1}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi>n</mi>
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<mo>+</mo>
<msub>
<mi>T</mi>
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<mi>n</mi>
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<mn>1</mn>
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<annotation encoding="application/x-tex">{\displaystyle R_{n}+T_{n}=1}</annotation>
</semantics>
</math></span><img src="./d455f74024cee885617b5f55b8f2159bfd585199.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:12.66ex; height:2.509ex;" alt="{\displaystyle R_{n}+T_{n}=1}" loading="lazy"></span>.
</p><p>For the case of infinitesimal layers, <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle A(R_{\infty },0)={\frac {(2-a-2r)a}{r}}\approx 2{\frac {a}{r}}=2F(R_{\infty })}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>A</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>R</mi>
<mrow class="MJX-TeXAtom-ORD">
<mi mathvariant="normal">∞<!-- ∞ --></mi>
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<mi>r</mi>
<mo stretchy="false">)</mo>
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<mo>≈<!-- ≈ --></mo>
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<mo stretchy="false">(</mo>
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<annotation encoding="application/x-tex">{\displaystyle A(R_{\infty },0)={\frac {(2-a-2r)a}{r}}\approx 2{\frac {a}{r}}=2F(R_{\infty })}</annotation>
</semantics>
</math></span><img src="./881b40c4a46cc690cdae7d339f295422ed08b77e.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.838ex; width:44.423ex; height:5.676ex;" alt="{\displaystyle A(R_{\infty },0)={\frac {(2-a-2r)a}{r}}\approx 2{\frac {a}{r}}=2F(R_{\infty })}" loading="lazy"></span>, and the ART function gives results approaching equivalence to the remission function.
</p><p>As the void fraction <span class="texhtml"><i>v</i><sub>0</sub></span> of a layer becomes large, <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \lim _{v_{0}\to 1}A(R,T)={\frac {(2-\alpha -2\beta )\alpha }{\beta }}\approx 2{\frac {\alpha }{\beta }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
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<mo movablelimits="true" form="prefix">lim</mo>
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<annotation encoding="application/x-tex">{\displaystyle \lim _{v_{0}\to 1}A(R,T)={\frac {(2-\alpha -2\beta )\alpha }{\beta }}\approx 2{\frac {\alpha }{\beta }}}</annotation>
</semantics>
</math></span><img src="./89f85bd4c286a22ad3a0faafcbd09d051e9ef3e8.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:37.109ex; height:6.176ex;" alt="{\displaystyle \lim _{v_{0}\to 1}A(R,T)={\frac {(2-\alpha -2\beta )\alpha }{\beta }}\approx 2{\frac {\alpha }{\beta }}}" loading="lazy"></span>.
</p><p>The ART is related to the Kortüm–Schuster equation for isotopic scatter by <span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle \lim _{v_{0}\to 1}A(R,T)=4{\frac {\alpha }{\sigma }}}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<munder>
<mo movablelimits="true" form="prefix">lim</mo>
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<msub>
<mi>v</mi>
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<mn>0</mn>
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<mi>A</mi>
<mo stretchy="false">(</mo>
<mi>R</mi>
<mo>,</mo>
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<mo stretchy="false">)</mo>
<mo>=</mo>
<mn>4</mn>
<mrow class="MJX-TeXAtom-ORD">
<mfrac>
<mi>α<!-- α --></mi>
<mi>σ<!-- σ --></mi>
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<annotation encoding="application/x-tex">{\displaystyle \lim _{v_{0}\to 1}A(R,T)=4{\frac {\alpha }{\sigma }}}</annotation>
</semantics>
</math></span><img src="./c3198ac910c223f0579809958f1e0ef6867ab7d1.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -2.338ex; width:19.052ex; height:5.176ex;" alt="{\displaystyle \lim _{v_{0}\to 1}A(R,T)=4{\frac {\alpha }{\sigma }}}" loading="lazy"></span>.
</p><p>The Dahms argued that the conventional absorption and scattering coefficients, as well as the differential equations which employ them, implicitly assume that a sample is <a href="Homogeneity_and_heterogeneity" title="Homogeneity and heterogeneity">homogenous</a> at the molecular level. While this is a good approximation for absorption, as the domain of absorption is molecular, the domain of scattering is the particle as a whole. Any approach using continuous mathematics will therefore tend to fail as particles become large.<sup id="cite_ref-26" class="reference"><a href="#cite_note-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup>
</p><p>Successful application of theory to a real world sample using the mathematics of plane parallel layers requires assigning properties to the layers that are representative of the sample as a whole (which does not require extensively reworking the mathematics). Such a layer was termed a <a href="Representative_Layer_Theory" class="mw-redirect" title="Representative Layer Theory">representative layer</a>, and the theory was termed the <a href="Representative_layer_theory" title="Representative layer theory">representative layer theory</a>.<sup id="cite_ref-DahmJ1_4-1" class="reference"><a href="#cite_note-DahmJ1-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup>
</p><p>Furthermore, they argued that it was irrelevant whether the light moving from one layer to another was reflected specularly or diffusely. The reflection and back scatter is lumped together as remission. All light leaving the sample on the same side as the incident beam is termed remission, whether it arises from reflection or back scatter. All light leaving the sample on the opposite side from the incident beam is termed transmission. (In a three-flux or higher treatment, such as Giovanelli's, the forward scatter is not indistinguishable from the directly transmitted light. Additionally, Giovanelli's treatment makes the implied assumption of infinitesimal particles.)
</p><p>They developed a scheme, subject to the limitations of a two-flux model, to calculate the "<a href="Representative_Layer_Theory" class="mw-redirect" title="Representative Layer Theory">scatter corrected absorbance</a>" for a sample.<sup id="cite_ref-27" class="reference"><a href="#cite_note-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup> The decadic absorbance of a scattering sample is defined as <span class="texhtml">−log<sub>10</sub>(<i>R</i>+<i>T</i>)</span> or <span class="texhtml">−log<sub>10</sub>(1−<i>A</i>)</span>. For a non scattering sample, <span class="texhtml"><i>R</i> = 0</span>, and the expression becomes <span class="texhtml">−log<sub>10</sub><i>T</i></span> or <span class="texhtml">log(<style data-mw-deduplicate="TemplateStyles:r1214402035">
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</style><span class="sfrac"><span class="tion"><span class="num">1</span><span class="sr-only">/</span><span class="den"><i>T</i></span></span></span>)</span>, which is more familiar. In a non-scattering sample, the absorbance has the property that the numerical value is proportional to sample thickness. Consequently, a scatter-corrected absorbance might reasonably be defined as one that has that property.
</p><p>If one has measured the remission and transmission fractions for a sample, <span class="texhtml mvar" style="font-style:italic;">R<sub>s</sub></span> and <span class="texhtml mvar" style="font-style:italic;">T<sub>s</sub></span>, then the scatter-corrected absorbance should have half the value for half the sample thickness. By calculating the values for <span class="texhtml mvar" style="font-style:italic;">R</span> and <span class="texhtml mvar" style="font-style:italic;">T</span> for successively thinner samples (<span class="texhtml"><i>s</i>, <span class="sfrac"><span class="tion"><span class="num">1</span><span class="sr-only">/</span><span class="den">2</span></span></span><i>s</i>, <span class="sfrac"><span class="tion"><span class="num">1</span><span class="sr-only">/</span><span class="den">4</span></span></span><i>s</i>, …</span>) using the Benford's equations for half thickness, a place will be reached where, for successive values of <span class="texhtml mvar" style="font-style:italic;">n</span> (0,1,2,3,...), the expression <span class="texhtml">2<sup><i>n</i></sup> (−log(<i>R</i>+<i>T</i>))</span> becomes constant to within a some specified limit, typically 0.01 absorbance units. This value is the scatter-corrected absorbance.
</p>
<div class="mw-heading mw-heading2"><h2 id="Definitions">Definitions</h2></div>
<div class="mw-heading mw-heading3"><h3 id="Remission">Remission</h3></div>
<p>In spectroscopy, <i>remission</i> refers to the reflection or back-scattering of light by a material. While seeming similar to the word "re-emission", it is the light which is scattered back from a material, as opposed to that which is "transmitted" through the material. The word "re-emission" connotes no such directional character. Based on the origin of the word "emit", which means "to send out or away", "re-emit" means "to send out again", "transmit" means "to send across or through", and "remit" means "to send back".
</p>
<div class="mw-heading mw-heading3"><h3 id="Plane-parallel_layers">Plane-parallel layers</h3></div>
<p>In spectroscopy, the term "plane parallel layers" may be employed as a mathematical construct in discussing theory. The layers are considered to be semi-infinite. (In mathematics, semi-infinite objects are objects which are infinite or unbounded in some, but not all, possible ways.) Generally, a semi-infinite layer is envisioned as a being bounded by two flat parallel planes, each extending indefinitely, and normal (perpendicular) to the direction of a collimated (or directed) incident beam. The planes are not necessarily physical surfaces which refract and reflect light, but may just describe a mathematical plane, suspended in space. When the plane parallel layers have surfaces, they have been variously called plates, sheets, or slabs.
</p>
<div class="mw-heading mw-heading3"><h3 id="Representative_layer">Representative layer</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Representative_layer_theory" title="Representative layer theory">Representative layer theory</a></div>
<p>The term "representative layer" refers to a hypothetical plane parallel layer that has properties relevant to absorption spectroscopy that are representative of a sample as a whole. For particulate samples, a layer is representative if each type of particle in the sample makes up the same fraction of volume and surface area in the layer as in the sample. The void fraction in the layer is also the same as in the sample. Implicit in the representative layer theory is that absorption occurs at the molecular level, but that scatter is from a whole particle.
</p>
<div class="mw-heading mw-heading2"><h2 id="List_of_principal_symbols_used">List of principal symbols used</h2></div>
<p>Note: Where a given letter is used in both capital and lower case form (<span class="texhtml mvar" style="font-style:italic;">r</span>, <span class="texhtml mvar" style="font-style:italic;">R</span> and <span class="texhtml mvar" style="font-style:italic;">t</span> ,<span class="texhtml mvar" style="font-style:italic;">T</span> ) the capital letter refers to the macroscopic observable and the lower case letter to the corresponding variable for an individual particle or layer of the material. Greek symbols are used for properties of a single particle.
</p>
<dl><dd><span class="texhtml mvar" style="font-style:italic;">a</span> – absorption fraction of a single layer</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">r</span> – remission fraction of a single layer</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">t</span> – transmission fraction of a single layer</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">A<sub>n</sub></span>, <span class="texhtml mvar" style="font-style:italic;">R<sub>n</sub></span>, <span class="texhtml mvar" style="font-style:italic;">T<sub>n</sub></span> – the absorption, remission, and transmission fractions for a sample composed of <span class="texhtml mvar" style="font-style:italic;">n</span> layers</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">α</span> – absorption fraction of a particle</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">β</span> – back-scattering from a particle</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">σ</span> – isotropic scattering from a particle</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">k</span> – absorption coefficient, defined as the fraction of incident light absorbed by a very thin layer divided by the thickness of that layer</dd>
<dd><span class="texhtml mvar" style="font-style:italic;">s</span> – scattering coefficient, defined as the fraction of incident light scattered by a very thin layer divided by the thickness of that layer</dd></dl>
<div class="mw-heading mw-heading2"><h2 id="References">References</h2></div>
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<li id="cite_note-Karl-24"><span class="mw-cite-backlink"><b><a href="#cite_ref-Karl_24-0">^</a></b></span> <span class="reference-text"><cite id="CITEREFNorris2005" class="citation journal cs1">Norris, Karl (2005). "Why log(1/<i>R</i>) for Composition Analysis with NIR?". <i>NIR News</i>. <b>16</b> (8): <span class="nowrap">10–</span>13. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1255%2Fnirn.865">10.1255/nirn.865</a>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:100866871">100866871</a>.</cite></span>
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<li id="cite_note-Birth-25"><span class="mw-cite-backlink"><b><a href="#cite_ref-Birth_25-0">^</a></b></span> <span class="reference-text"><cite id="CITEREFBirth1983" class="citation book cs1">Birth, Gerald (1983). <i>"The Physics of Near–InfraRed Reflectance", in Nearinfrared Technology in the Agriculture and Food Industries, Ed by Phil Williams and Karl Norris</i> (1 ed.). St Paul, MN: The American Association of Cereal Chemists. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <bdi>1891127241</bdi>.</cite></span>
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<li id="cite_note-26"><span class="mw-cite-backlink"><b><a href="#cite_ref-26">^</a></b></span> <span class="reference-text"><cite id="CITEREFDahm2003" class="citation journal cs1">Dahm, Donald (2003). "Illustration of Failure of Continuum Models of Diffuse Reflectance". <i>Journal of Near Infrared Spectroscopy</i>. <b>11</b> (6): <span class="nowrap">479–</span>485. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1255%2Fjnirs.398">10.1255/jnirs.398</a>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:93926306">93926306</a>.</cite></span>
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<li id="cite_note-27"><span class="mw-cite-backlink"><b><a href="#cite_ref-27">^</a></b></span> <span class="reference-text"><cite id="CITEREFDahm2013" class="citation journal cs1">Dahm, Kevin (2013). "Separating the Effects of Scatter and Absorption Using the Representative Layer". <i>Journal of Near Infrared Spectroscopy</i>. <b>21</b> (5): <span class="nowrap">351–</span>357. <a href="Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2013JNIS...21..351D">2013JNIS...21..351D</a>. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1255%2Fjnirs.1062">10.1255/jnirs.1062</a>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:98416407">98416407</a>.</cite></span>
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