Lecture + Lab (this afternoon): Interaction of light...

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Lecture + Lab (this afternoon): Interaction of light with spherical particles. Mies (1905) solution + more.

Transcript of Lecture + Lab (this afternoon): Interaction of light...

Page 1: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Lecture + Lab (this afternoon):Interaction of light with spherical

particles.

Mie’s (1905) solution + more.

Page 2: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Scattering of light by spherical particles (Mie scattering).The problem (Bohren and Huffman, 1983):

Given a particle of a specified size, shape and optical properties that is illuminated by an arbitrarily polarized monochromatic wave, determine the electromagnetic field at all points in the particles and at all points of the homogeneous medium in which it is embedded.

We will assume that the incident wave is a non-polarized plane harmonic wave impinging on a spherical particles.

Page 3: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Why should you care about optical theory and Mie’s solution?

These solutions provide a calibration to our sensors (LISST, bb, flow-cytometers).

In addition, for a given concentration of particles of a given size/wavelength ratio and index of refraction we expect a given signal (examples coming at the end…).

Rebecca Green – used Mie theory to analyze flow-cytometer data, assigning size based on forward and backscattering of single cells.

Giorgio Dall’Olmo – used Mie theory to analyze diel cycles in optical properties.

Tiho Kostadinov – used Mie theory to look at effects of changes of population PSD on Rrs.

Page 4: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Define four fields: ( ) ( ) ( ) ( )ssii HEHEHEHE!!!!!!!!,,,,,,, 2211

( )ii HE!!,

( )ss HE!!,

1

2

sisi HHHEEE!!!!!!

+=+= 22 ,Outside the particle:

Page 5: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Must satisfy Maxwell’s equation where material properties are constant:

EiHHiE

HE

!!

!!

!

!

wewµ-=´Ñ

=´Ñ

=×Ñ

=×Ñ

00

e is the permittivity µ is the premeability.

( )( )( )( )txkiHH

txkiEE

i

i

w

w

-×=

-×=!!!

!!!

exp

exp

0

0

Plane parallel harmonic wave:

Page 6: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

define:

00

22

22

=+Ñ

=+Ñ

HkHEkE!!

!!The vector equation reduce to:

22 eµw=k

Boundary conditions: the tangential components of the electric and magnetic fields must me continuous across the boundary of the particle (analogous to energy conservation):

[ ][ ] 0ˆ

12

12

=´-

=´-

nHHnEE

!!

!!

The equations and BCs are linear à superposition of solutions is a solution.

Page 7: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

An arbitrarily polarized light can be expressed as a supperposition of two orthogonal polarization states:

( )( ) ( ) ( )( ) ( ) ÷÷

ø

öççè

æ÷÷ø

öççè

æ-

-=÷÷ø

öççè

æ

ir

il

sr

sl

EE

SSSS

ikrzrik

EE

,

,

14

32

,

,

,,,,expjqjqjqjq

For spheres:

( )( ) ( )( ) ÷÷

ø

öççè

æ÷÷ø

öççè

æ-

-=÷÷ø

öççè

æ

ir

il

sr

sl

EE

SS

ikrzrik

EE

,

,

1

2

,

,

00expq

q

( )( ) ( )( )( ) ( ) irsr

ilsl

ESikr

zrikE

ESikr

zrikE

,2,

,1,

exp

exp

q

q

--

=

--

Amplitude scattering matrix

Page 8: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Taking the real part of the squares of the electric fields we get the radiant intensity [W Sr-1]:

( )

( )ilsl

irsr

Irk

SI

Irk

SI

,22

22

,

,22

21

,

q

q

=

For unpolarized light:

( ) ( ){ }is I

rk

SSI 22

22

212

1 qq +=

Solution is in the form of a series of orthogonal harmonics.The larger the particle, the slower the convergence.

Page 9: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Polarization- Stokes notation and the scattering matrix:

*,

*,

*,

*,

2,

2,

2,

2,

,,

,,

2

2

2

2

slsr

slsr

EEEEkiV

EEEEkU

EEkQ

EEkI

srsls

srsls

srsls

srsls

-=

+=

-=

+=

÷÷÷÷÷

ø

ö

ççççç

è

æ

÷÷÷÷÷

ø

ö

ççççç

è

æ

=

÷÷÷÷÷

ø

ö

ççççç

è

æ

i

i

i

i

s

s

s

s

VUQI

SSSSSSSSSSSSSSSS

rkVUQI

44434241

34333231

24232221

14131211

22

1

No polarizers

Horizontal - vertical polorizers

45° - (-45°) polorizers

Right handed – left handed circular polorizers

Page 10: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

For a sphere, the Mueller matrix reduces to:

÷÷÷÷÷

ø

ö

ççççç

è

æ

÷÷÷÷÷

ø

ö

ççççç

è

æ

-

=

÷÷÷÷÷

ø

ö

ççççç

è

æ

i

i

i

i

s

s

s

s

VUQI

SSSS

SSSS

rkVUQI

3334

3433

1112

1211

22

0000

0000

1

Link to amplitude scattering matrix: ( )( ) ( )( ) ÷÷

ø

öççè

æ÷÷ø

öççè

æ-

-=÷÷ø

öççè

æ

ir

il

sr

sl

EE

SS

ikrzrik

EE

,

,

1

2

,

,

00expq

q

{ } { }{ } { }

11

12234

233

212

211

2*11

*2342

*11

*233

22

2112

22

2111

,

,

,

SSPSSSS

SSSSSSSSSS

SSSSSS

-º++=

-=+=

-=+=

Page 11: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Solution method:

Expand incident and scattered fields in spherical harmonic functions for each polarization. Match solutions on boundary of particle and require them to be finite at large distances.

Input to Mie code:

Wavelength in medium (l).

Size (diameter, D) in the same units as wavelength.

Index of refraction relative to medium (n + in’).

Solution depends on:

Size parameter: pD/l

Index of refraction of particle relative to medium

Page 12: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Output to Mie code:

Efficiency factors:Qa, Qc (also called Qext). Unitless.

Scattering matrix elements: S1 and S2

From which we can calculate:Qb=Qc-Qab µ S11=|S1|2+|S2|2

Other polarization scattering matrix elements:S12 µ |S1|2-|S2|2P=-S12/S11S33=Real(S2 x S1*)/S11S34=Imag(S2 x S1*)/S11 ÷÷

÷÷÷

ø

ö

ççççç

è

æ

÷÷÷÷÷

ø

ö

ççççç

è

æ

-

=

÷÷÷÷÷

ø

ö

ççççç

è

æ

i

i

i

i

s

s

s

s

VUQI

SSSS

SSSS

rkVUQI

3334

3433

1112

1211

22

0000

0000

1

Light impinging on particleLight attenuated on particleQc=

Page 13: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

How to go from Mie code output to IOPs:

Cext=Geometric cross section x Light impinging on particleLight attenuated on particle

Cext=G x Qc

What are the units?

Now, if we have 1 particle for m3 of medium.

What will the the beam attenuation be?

C = Cext [m2] x 1/m3

Same algebra for other IOPs.

Page 14: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Populations of particles:

Monodispersion- example, obtaining the scattering coefficient:

b=NQbG, G=pD2/4.

Polydispersion: discrete bins:

b=SNiQb,iGi

When using continuous size distribtion:

( ) ( )

( ) ( )dDDfDDQb

dDDfDDN

D

Db

DD

DD

2

2/

2/

max

min4

,

ò

ò

=

=DD+

D-

p

Similar manipulations are done to obtain the absorption and attenuation coefficients, as well as the population’s volume scattering function.

Page 15: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Optical regimes

Useful before computers

Builds intuition to likely dependencies

Page 16: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Analytical solutions for light interaction with a sphere Definitions: x≡πD/λ-size parameter m=n+in’-index of refraction relative to medium ρ≡2x(n-1)-phase lag suffered by ray crossing the sphere along its diameter ρ’≡4xn’-optical thickness corresponding to absorption along the diameter β≡tan-1(n’/(n-1)) D- Diameter λ-wavelength in medium (=wavelength in vacuum/index of refraction of medium relative to vacuum) Rayleigh regime: x<<1 and |m|x<<1 Qa=4x Im{(m2-1)/(m2+2)} note: proportional to λ-1 Qb=8/3 x4 |(m2-1)/(m2+2)| 2 note: proportional to λ-4 Qc= Qa+ Qb

Qbb= Qb/2 Phase function: <β>=0.75(1+cos2θ) Rayleigh-Gans regime: |m-1|<<1 and ρ<<1 Qa=8/3 x Im{(m-1)} note: proportional to λ-1 Qb=|m2-1| [2.5+2*x2-sin(4x)/4x –7/16(1-cos(4x)) /x2 +(1/(2x2)-2){γ+log(4x)-Ci(4x)}], where γ=0.577 and Qc= Qa+ Qb

For x<<1: Qb=32/27 x4 |m-1| 2, Qbb= Qb/2 For x>>1: Qb=2 x2 |m-1| 2, Qbb= 0.31|m-1| 2

duuu

xCx

i ∫∞

−=)cos(

)(

Page 17: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Anomalous diffraction (VDH): x>>1, |m-1|<<1 (ρ can be >>1) Qc=2-4exp(-ρtanβ)[cos(β)sin(ρ−β)/ρ+(cosβ/ρ)2cos(ρ−2β)]+4(cosβ/ρ)2cos2β Qa=1+2exp(-ρ’)/ ρ’+2(exp(-ρ’)-1)/ ρ’2 Qb= Qc-Qa Geometric optic: x>>>1 Qc=2 Absorbing particle: Qb=1, Qa=1 Exactly Non-absorbing particle: Qb=2, Qa=0

Angular scattering cross section: ( ) ( ) ( )22

12

cos1sinsin2

16θ

θθ

πθβ +$%

&'(

)=

xxJGx

diff

⌢, where G

is the cross sectional area (πD2/4).

From: Van de Hulst, 1957 (1981), Light scattering by small particles, Dover.

Page 18: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Why should you care about optical theory?These solutions provide a calibration to our sensors (LISST, bb, flow-cytometers).

In addition, for a given concentration of particles of a given size/wavelength and index of refraction we expect a given signal.

Examples: 1. what is the likely c(660) for a given concentration of phytoplankton ?

r=20µm[Conc.]=105/L= 108m-3

Cext~2·Area= 2·p·(20)210-12m2

àc=Cext·[Conc]~0.25m-1

2. Hill shows that c*660~0.5m2/gr. Is it sensible?

Cext~2·Area. c*660=0.5=[conc.]*Cext,660/ {[conc.]*volume*density}=0.75/{r*density}.For sediments, density=2.5gr/cm3 =2.5·106gr/m3

à average r~1.2µm, a realistic size for clay.

Page 19: Lecture + Lab (this afternoon): Interaction of light …misclab.umeoce.maine.edu/.../2017/07/Lec30_Mie_2017.pdfScattering of light by spherical particles (Mie scattering). The problem

Resources (among many others…):

Barber and Hill, 1990.

Bohren and Huffman, 1983.

Kerker, 1969.

Van de Hulst, 1981 (original edition, 1957).

Codes (among many others):https://code.google.com/p/scatterlib/wiki/Spheres

We will use a translation of ‘bhmie’ to Matlab this afternoon