the importance of refractive index when using …...refractive index light scattering is an optical...

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© 2007 HORIBA, Ltd. All rights reserved. The Importance of Refractive Index When using Laser Diffraction Mark Bumiller [email protected]

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Page 1: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

The Importance of Refractive IndexWhen using Laser Diffraction

Mark [email protected]

Page 2: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Fraunhofer Approximation

Page 3: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Mie Theory

RI 1.60 – 0.0i, in water, RI 1.33

Page 4: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Mie vs. Fraunhofer

1.E-04

1.E-03

1.E-02

1.E-01

1.E+00

1.E+01

1.E+02

1.E+03

1.E+04

1.E+05

0.01 0.1 1 10 100

Angle in degrees

Rel

ativ

e In

tens

ity

3.0 µm by Mie3.0 µm by Fraunhofer100.0 µm by Mie100.0 µm by Fraunhofer

100 μm

3 μm

Figure A.3 -- Comparison of scattering patterns of non-absorbing particles according to Fraunhofer and Mie calculations (Np = 1,59 – 0,0; nwater = 1,33;

wavelength = 633 nm)

Page 5: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Influence of Particle Size on Angular Light Intensity Scattering Patterns

Page 6: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Influence of Imaginary Parts of RI (Absorbancies)

Page 7: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Refractive Index

Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive index of the particulate material.For larger particles; i. e., above 10 to 20 micrometers, Fraunhofer Diffraction may be adequate to describe particle size and refractive index is less important.When particle diameter is of the same approximate size as the wavelength of light used to make the measurement, a complex theory known as Mie Scattering Theory must be invoked. Refractive index is a significant variable in this size range.

Page 8: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Refractive Index

Refractive Index is defined by two components –REAL and IMAGINARYRI = n + ik

Where:n = the real component, which is the ratio of the velocity of light in a vacuum

to the velocity of light in the material= c/vp

c = speed of light in vacuumVp = speed of light in particle (liquid, air)k = the extinction coefficient of the materiali = √ - 1

Example: typical soda-lime glass has a refractive index of 1.5, which means that in glass, light travels at 1 / 1.5 = 0.67 times the speed of light in a vacuum.

Page 9: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

n is Frequency Dependent

Remember theLA-950 hastwo light sourcesRed = 650 nmBlue = 405 nm

In this example1.53 vs. 1.51Not very important

Could matter forsub-micron pigments

1.531.51

Sellmeier equation

Page 10: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RI: Real Component

Real component can be determined from published tables or it can be measured using Snell’s Law

For particles with HIGH REAL INDICES, the reported size depends less on the imaginary component. As size increases, formula simplifies to Fraunhofer and becomes weak function of total refractive index

θ′θ

Light Path

nn′

n sin θ = n′ sin θ ′

n sin θ = n′ sin θ ′

where:n = refractive index (RI) of first substance

(usually air)θ = angle of incidencen′ = refractive index of second substance

(usually measured substance)θ ′= angle of refraction (deviation from

original direction

Page 11: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RI: Imaginary Component

The imaginary component (k) in the Mie equation is the extinction coefficient of the material, defined as the reduction of transmission of optical radiation caused by absorption and scattering of light

Light Path

Optical Medium

Absorption coefficient (α) is the reciprocal of the distance light will penetrate the surface and be attenuated to 1/e of its original intensity,

about 37%. Opaque materials have high coefficient.

k = ( λ ⁄ 4 π ) α

Where:k = the extinction coefficientα = the absorption coefficientλ = the wavelength of light used

Page 12: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RI: Imaginary Component

100%

Intensity

1 / e = 37%

d Distance into medium

1 / d = αk = (λ ⁄ 4 π ) αExample: for a value of k = 0.1k = ( λ ⁄ 4 π ) [α] = 0.05 x [1 / d] = 0.1 = kd = 0.05 / 0.1 = 0.5 micron

Page 13: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RI: Imaginary ComponentFor transparent particles use 0 for the imaginary componentFor slightly opaque materials use 0.01 or 0.1For opaque materials use 1.0 or higherValues can exceed 1.0 (see below*)

*http://www.ee.byu.edu/photonics/opticalconstants.phtml

Page 14: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Refractive IndexRI effects are most pronounced when:

Particles are sphericalParticles are transparentRI of particle is close to RI of fluidParticle size is close to wavelength of light source

RI effects are least pronounced when:

Particles are not sphericalParticles are opaqueRI of particle is larger than RI of the fluidParticle size is much larger than wavelength of the light source

Page 15: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Older HORIBA Software: RI Kernels

If n = 1.33 (water) and n’ = 1.60 (particle), then relative index is 1.60/1.33 = 1.203If particles are totally transparent, then k = 0The selected KERNEL function would be 120-000rri

If n = 1.33 (water) and n’ = 1.60 (particle), then relative index is 1.60/1.33 = 1.203 s above. However, if particles are somewhat opaque, then k > 0The selected KERNEL function would be 120-020rriIf material is being analyzed DRY, then the relative index is as follows:

If n = 1.0 (air) and n’ = 1.60 (particle), then relative index is 1.60/1.0 = 1.60The selected KERNEL function would 160-000rri or 160-020rri depending on the degree of transparency of the particles.In these last two cases, the KERNEL Functions represent the following:KERNEL 160-000rri is REAL Index = 1.60 and IMAGINARY Index = 0.00 or KERNEL 160-020rri is REAL Index = 1.60 and IMAGINARY Index = 0.20

Suspending

mediumn n′

particle

Page 16: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Practical Approach

Check if RI selection matters for your sampleOPAQUE PARTICLES….. If it is NOT transparent, non-zero imaginary component should be inserted.NON-SPHERICAL PARTICLES…..If material is not perfectly spherical, non-zero imaginary component should be inserted.VERY LARGE PARTICLES…..Particles that are larger than ~20 microns are influenced very little by refractive index of material. High, default real index and large imaginary component should be selected.IMAGINARY VALUE….The imaginary component is the Extinction Coefficient (k) which is a direct function of the absorption coefficient (α). If the particles are completely transparent, the value approaches zero (0). If they are opaque,the value can be very large.For LA-950 users: determine real component, vary imaginary component to minimize residual R value.

Page 17: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Abbe Refractometer

Dissolve sample at different concentrationsPlot conc. vs. RIExtrapolate to infinite concentration

0 0.2 0.4 0.6 0.8 1.0

1.8

1.6

1.5

1.4

1.3

Concentration

Ref

ract

ive

Inde

x

Page 18: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Becke Lines

Bright line is called the Becke line and will always occur closest to the substance with a higher refractive index

Page 19: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Becke Line Test

A grain that has greater refractive index than its surroundings will refract light inward like a crude lens.

A grain that has lower refractive index than its surroundings will refract light outward like a crude diverging lens.

As you move away from the thin section (raising the objective or lowering the stage),the Becke Line appears to move into the material with greater refractive index.

Page 20: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Becke Line Test

Page 21: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Luxpop.com

Note RI is dependent on wavelength of light.Can adjust RI for red &blue light, but only needto for small, absorbingparticles.

Page 22: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RI of Polymershttp://www.texloc.com/closet/cl_refractiveindex.html

Page 23: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Google Search

Page 24: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Mixtures

Larsen, E.S., Berman, H., The Microscopic Determination of the Non-Opaque Minerals, Second Edition, United States Department of the Interior, Geological Survey Bulletin 848, 1934, US Government Printing Office, Washington, DC.

Page 25: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Mixtures

Page 26: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

AnisotropyAlso called birefringenceMany crystals have different RI as inspected throughdifferent planes.Use average, consider flow alignment

Page 27: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Uniaxial vs. Biaxial Materials

where no and ne are the refractive indices for polarizations perpendicular (ordinary) and parallel (extraordinary) to the axis of anisotropy respectively.

Biaxial birefringence, also known as trirefringence, describes an anisotropic material that has more than one axis of anisotropy

3 Elert, Glenn. "Refraction". The Physics Hypertextbook. http://hypertextbook.com/physics/waves/refraction/.

Page 28: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RRI EXAMPLE - 1

STARCH SAMPLELOW IMAGINARY

INDEX

Page 29: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RRI EXAMPLE -2

STARCH SAMPLE

VERY HIGH IMAGINARY

INDEX

Page 30: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

RRI EXAMPLE - 3

STARCH SAMPLE

ZERO IMAGINARY INDEX

Page 31: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Effect of RI: Cement

Fixed absorbance, vary real Fixed real, vary absorbance

Page 32: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Chi Square and R Parameter

yi The measured scattered light at each channel (i) of the detector.y (xi) The calculated scattered light at each channel (i) of the detector based on the chosen refractive index kernel and reported particle size distribution.σi The standard deviation of the scattered light intensity at each channel (i) ofthe detector. A larger σi indicates lower reliability of the signal on a given detector.N The number of detectors used for the calculation

Page 33: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Using R Value for i

Page 34: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Changing RI

Page 35: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Changing RI

Page 36: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Changing RI

Page 37: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Using R Value for i

Real component = 1.57 via Becke lineVary imaginary component, minimize Chi square & R parameter

Page 38: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Using R Value for i

Page 39: The Importance of Refractive Index When using …...Refractive Index Light scattering is an optical measurement. Under certain conditions, one must address the concept of refractive

© 2007 HORIBA, Ltd. All rights reserved.

Summary

Measure sample, recalculate w/different RI –see how important it isUse one of the described approaches to determine the real componentRecalculate using different imaginary componentChoose result that minimizes R parameter, but also check if result makes sense