geodynamics 4: mixing louise kellogg university of california, davis

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Mixing Louise Kellogg University of California, Davis

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Page 1: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Geodynamics 4: MixingLouise Kellogg

University of California, Davis

Page 2: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Outline:

•Why care about mixing?

•Physics of mixing

•Mixing in the mantle

Page 3: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

(from Harpp and White,2001, G-cubed)

Fine-scale variations in the Galapagos

Gal

apag

os I

slan

ds

Global scale: mantle contains both well-mixed regions and heterogeneity

Fine scale heterogeneity

Page 4: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

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Scales of heterogeneity in an exposed peridotite

Allègre and Turcotte, Nature (1986)

Page 5: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

The scale of heterogeneity led Allègre and Turcotte (1986) to propose a ‘marble cake’

structure to the mantle

Image from epicurious.com

Page 6: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Allègre and Turcotte 1986

A. Levander et al. Tectonophysics 416 (2006) 167–185

Page 7: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

QuickTime™ and a decompressor

are needed to see this picture.

Stretching and folding

Molecular diffusion

Stretching and folding

Breakup

Stretching and folding

Starting point (figure from Ottino)

Page 8: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

300,000 particlesStarting position

QuickTime™ and aSorenson Video decompressorare needed to see this picture.

Dynamics of mixing in a simplified mantle model

Page 9: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Some mixing scales

Length scale (meters)

Reyn

old

s N

um

ber

10-6 100 106 1012

10-20

10-10

1010

100

1020

turbulent

laminar

Astrophysicsinteriors of stars

Mechanical Engineeringcombustion

Atmosphericdispersion

OceanographyChemical engineering

chemical reactors

Physiologyblood vesselsBioengineering

aeration in bioreactors

Food engineeringblending additives

Polymer EngineeringGeophysicsmantle convection

Page 10: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

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clip from fluid dynamics film series - 13:09

Page 11: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

QuickTime™ and a decompressor

are needed to see this picture.

Stretching and folding

Molecular diffusion

Stretching and folding

Breakup

Stretching and folding

Starting point (figure from Ottino)

Page 12: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Kellogg and Turcotte, 1987 EPSL

What about chemical diffusion?

Page 13: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

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Allègre and Turcotte, Nature (1986) looked at timescales as a way of figuring out the scales

of heterogeneity

Page 14: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Some ways to analyze mixing

in models of the mantle

•Dispersal of heterogeneities (visually or using statistical methods)

•Computing derived isotopic signatures

Page 15: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Convective mixing and the fine structure of mantle heterogeneity, Peter Olson, David A. Yuen and Derick Balsiger

Physics of the Earth and Planetary Interiors, 36 (1984) 291—304

Page 16: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

“Underresolved sampling leads to apparent homogeneity” - From Olson et al. 1984

Page 17: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Convective mixing and the fine structure of mantle heterogeneity, Peter Olson, David A. Yuen and Derick Balsiger

Physics of the Earth and Planetary Interiors, 36 (1984) 291—304

Page 18: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Mixing in 2-D with particles •Added at subduction zones •Removed at mid-ocean ridges

2900 km

670 km

Normalized viscosity

Dep

th

0 km

1 10 100

Hunt and Kellogg 2000

Page 19: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Constant viscosity

Pressure-dependent viscosity: smooth increase

Transition zone viscosity: Jump at 670 km

Hunt & Kellogg - effect of viscosity on mixing

viscosity

1 10 100

1 10 100

1 10 100

Page 20: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Initial location of particles

(Hunt and Kellogg model)

Page 21: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Similar to the kinematic mixing shown by Ottino

Page 22: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Badro et al. (Science, 2003,2004) show that Fe2+ in the two major phases in the deep lower mantle undergoes a transition from a high-spin to a low-spin state.

Lower mantle phases:Perovskite: (Fe,Mg)SiO3

Magnesiowüstite:(Fe,Mg)O

Page 23: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Possible effects of this transition?

•Thermal conductivity INCREASES (because low-spin Fe2+ is nearly translucent to thermal radiation.)

•Viscosity INCREASES (relating to a rise in the melting temperature of perovskite with increasing Mg content.)

•Hypothesis: Changes in these properties may inhibit thermal convection, creating a stagnant layer or layered regime in the lower mantle (Badro et al. (2003,2004)).

Page 24: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

f=1

f=10

f=50

f=100

f=150

μl

/ μ0

Page 25: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

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QuickTime™ and aPhoto - JPEG decompressor

are needed to see this picture.

Movie1p

f = 1(reference model)

μl

/ μ0

Page 26: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

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QuickTime™ and aPhoto - JPEG decompressor

are needed to see this picture.

Movie3p.mov

f = 50

μl

/ μ0

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QuickTime™ and aPhoto - JPEG decompressor

are needed to see this picture.

4pi.mov

f = 100

μl

/ μ0

Page 28: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Particle Distributions after 4 Ga

Starting particle distributionat steady-state conditions

f=50

f=10

f=1

f=100

f=150

40

1

0.5

~161,000 Particles Total

~40,250 in lower right quadrant↑

Page 29: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Configurational Entropy

f=1

0 1 2 3 4 0 1 2 3 4 0 1 2 3 4

0 1 2 3 4 0 1 2 3 4

f=10 f=50

f=100 f=150

Calculating the configurational entropy of particles with starting positions above the increase in viscosity thermal conductivity - varies as function of the distribution of particles in space.

Method defined by Goltz and Bose (2004) and Turcotte (2001)

1

0.9

0.8

0.7

0.6

0.5

1

0.9

0.8

0.7

0.6

0.5

1

0.9

0.8

0.7

0.6

0.5

1

0.9

0.8

0.7

0.6

0.5

1

0.9

0.8

0.7

0.6

0.5

time (Ga) time (Ga) time (Ga)

time (Ga) time (Ga)

1 10 50 100 150f

.5

1

1.5

2

Page 30: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Mixing in a 3D spherical model of present-day mantle convectionPeter van Keken and Shijie Zhong

Page 31: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Ferrachat & Ricard, Mixing in 3-D plate driven flows

Chaotic trajectories occur even in steady-state flows

Page 32: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

50 Poincare sections - Ferrachat & Ricard 2001

Page 33: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Lyapunov exponents estimated by tracking tracers: Both chaotic and laminar

mixing are observed Ferrachat & Ricard

2001

Page 34: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

Computing isotopic signaturesEvolution of U-Pb and Sm-Nd systems in numerical models of mantle convection and plate tectonics

Shunxing Xie and Paul J. Tackley, J. Geophys. Research, 109, B11204, 2004

T

1 By 2 By 3 By

206/204 Pb

Page 35: Geodynamics 4: Mixing Louise Kellogg University of California, Davis

The role of viscosity contrasts

Mixing of heterogeneities in the mantle: Effect of viscosity differences

Michael Manga

GEOPHYSICAL RESEARCH LETTERSVOL. 23, NO. 4, PAGES 403-406, FEBRUARY 15, 1996

IsoviscousMore viscous

Less viscous

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