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J.M. Abril Department of Applied Physics (I); University of Seville (Spain) IAEA Regional Training Course on Sediment Core Dating Techniques. RAF7/008 Project J.M. Abril, University of Seville 1 Lecture 6: Introduction to the compaction theory and tracer conservation equation Compaction and diffusive processes in sediments Analytical solutions

J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

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IAEA Regional Training Course on Sediment Core Dating Techniques. RAF7/008 Project. J.M. Abril Department of Applied Physics (I); University of Seville (Spain). Lecture 6: Introduction to the compaction theory and tracer conservation equation Compaction and diffusive processes in sediments - PowerPoint PPT Presentation

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Page 1: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. AbrilDepartment of Applied Physics (I); University of Seville (Spain)

IAEA Regional Training Course on Sediment Core Dating Techniques. RAF7/008 Project

J.M. Abril, University of Seville1

Lecture 6: Introduction to the compaction theory and tracer conservation equation

•Compaction and diffusive processes in sediments

• Analytical solutions

Page 2: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Bulk density versus depth profiles in sediment cores

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0 5 10 15 20

(g

/cm

3)

Depth [cm]

ze 1

ze 1z

J.M. Abril, University of Seville2

Page 3: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville3

Page 4: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

tzD

zv

z

)()( tz

Dz

vz

)()(

t

ss

z

sD

zsv

z

)()(

)( t

ss

z

sD

zsv

z

)()(

)(

v (L T-1) is the sedimentation rate, t (T) is the time, D (L2 T-1) is the diffusion coefficient, and (T-1) is the radioactive decay constant.

(1)

(2)

Classical formulation of the advection-diffusion equations in sediments

s is the specific activity of a particle-associate radiotracer, (in Bq kg-1 or similar units).

The classical differential equations for the conservation of solids, pore water and the particle-associated tracers, are given by Berner (1980).

Based on Berner’s equations: Christensen and Bhunia (1986), Robbins (1986)

J.M. Abril, University of Seville4

Page 5: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

zezDrv

1)(1

tzD

zv

z

)()(

ze 1

Eq.1 cannot account for typical bulk density profiles as those of Eq. 3 under constant sedimentation rate and constant (and positive) diffusion.

Eq.4 is the steady-state solution of Eq. 1 with profiles given by Eq.3. The increase of bulk density with depth results in an upwards-directed diffusional flux of solid matter. As result, at the sediment-water interface, the sediment should be ejecting material to the water column. This seems to be a physically inconsistent situation.

J.M. Abril, University of Seville5

Page 6: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

What is diffusion ?What is diffusion ?

J.M. Abril, University of Seville6

Page 7: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

The compaction energy potential and the continuity equation for solids

As result of the accumulation of new material, the sediment-water interface displaces up.

From a framework anchored to this boundary, the sediment moves down as a whole with the sedimentation velocity v.

Independently of this displacement, there are four different elemental processes involving mass exchanges between two adjacent layers (a conceptual division).

J.M. Abril, University of Seville7

Page 8: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

The exchange of solid particles between two adjacent sediment layers does not result in changes in (if the exchanged particles have similar volumes), but they can change s (if they are carrying different specific activities).

The only exchanges affecting are those involving solid particles by pore water (and reciprocally).

Nevertheless, these exchanges do not take place at the same rate in the two directions (up and down), since they may be subject to a forcing term (solids tend to move down unless other forces compensate the gravity). Consequently, they cannot be treated as diffusion.

J.M. Abril, University of Seville8

Page 9: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Thus we can, at least conceptually, introduce a specific potential energy for solid particles, , which decreases when water pores are occupied by solids. Let us call the compaction potential. It is defined as energy per unit weight [L].

When sediments are perturbed (e.g., by mechanical waves of by the action of organisms), the system tries to restore the equilibrium (decreasing its energy) and the large water pores tend to be again occupied by solids.

Conceptually, the spatial gradients of can only be upwards directed and they represent a forcing term resulting in a downwards-directed flux of matter.

J.M. Abril, University of Seville9

Page 10: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

zzKq

)(z

zKq

)( (5

)

Eq. 5 is similar to the linear transport equations of classical physics, being q the velocity (L T-1) associated to the flow of solids. Thus, K(z) can be interpreted as a conductivity function. It has dimensions of M L-2 T-1.

(6))( qv

zt

)( qv

zt

Thus, taking into account the mass flow associated to the sedimentation rate v, one can introduce the continuity equation

J.M. Abril, University of Seville10

Page 11: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Eq. 6 can be formally written as an advection-diffusion equation expanding the gradient by the chain rule

zz

and introducing a diffusivity function D(z) as

)()( zKzD

This way, Eq. 6 can be rewritten formally as Eq. 1. A similar treatment for the diffusivity function can be found in Hillel (1971: 110-111) for water movement in soils.

Nevertheless, we have to note that this is only a formal writing, and we must remember that the process of movement of solids in sediments is not one of diffusion but of mass flow. Thus, diffusivity takes negative values as seen further.

J.M. Abril, University of Seville11

Page 12: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

)( qvw )( qvw (7)

Under steady state compaction

)(),( ztz ),0(),( twtzw

General boundary conditions: w (,t) = v(t) ; w(0,t) = o (v(t)+q0)

J.M. Abril, University of Seville12

Page 13: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Steady state compaction

J.M. Abril, University of Seville13

Page 14: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

These steady-state mass flows associated to These steady-state mass flows associated to compaction can be generated, either compaction can be generated, either

•under constant conductivity and depth dependent under constant conductivity and depth dependent spatial gradients of Ψ spatial gradients of Ψ

•Ψ= A-BΨ= A-Bρρ

•or under constant spatial gradients of Ψ and or under constant spatial gradients of Ψ and depth-dependent conductivities k(z)depth-dependent conductivities k(z)

•K(z) = A eK(z) = A e--ααzz

These steady-state mass flows associated to These steady-state mass flows associated to compaction can be generated, either compaction can be generated, either

•under constant conductivity and depth dependent under constant conductivity and depth dependent spatial gradients of Ψ spatial gradients of Ψ

•Ψ= A-BΨ= A-Bρρ

•or under constant spatial gradients of Ψ and or under constant spatial gradients of Ψ and depth-dependent conductivities k(z)depth-dependent conductivities k(z)

•K(z) = A eK(z) = A e--ααzz

This mass flows may involves:•“Cuasi-homogeneous” reduction of pore spaces• “Intra-advection” of small size particles

This mass flows may involves:•“Cuasi-homogeneous” reduction of pore spaces• “Intra-advection” of small size particles

J.M. Abril, University of Seville14

Page 15: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Chronology

If an age T = 0 is assigned to the sediment-water interface at a given time ts (the time of sampling), then the total mass accumulated below a

surface of area S till a given depth z must be equal to the time integral of w(0,t) from t= ts-T(z,ts) till time t=ts , where T(z,ts) is the age of formation of the layer at a depth z if intra-advection was neglected.

z

s

t

tzTt

zmSdztzSdttwSs

ss 0),(

)('),'(),0(

z

s

t

tzTt

zmSdztzSdttwSs

ss 0),(

)('),'(),0(

where m(z, ts) is the cumulative mass thickness or the mass depth.Differential instead of integral relationships also applies.

For the particular case of w being constant:

z

sss w

tzmdztz

wtzT

0

),('),'(

1),(

zs

ss w

tzmdztz

wtzT

0

),('),'(

1),(

J.M. Abril, University of Seville15

Page 16: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Let be s(z,t) the concentration (the mass of tracer per unit dry mass of solids) of a particle-associated tracer

Processes 3 and 4 account for advective transport.

For particle-associated tracers, the process 2 does not contribute to changes in nor in s.

Process 1 will result in changes in s if they are carrying different specific activities. These exchanges may be produced by bioturbation or other physical processes.

Z

Solid Pore water

Diffusion Mass flow

1 2 3 4

== SEDIMENT

v

Advection and diffusion processes for a particle-associated tracer in sediments.

J.M. Abril, University of Seville16

Page 17: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Z

Solid Pore water

Diffusion Mass flow

1 2 3 4

== SEDIMENT

v

z

szv

zt

sD )(

zvD Dcharacteristic mixing (or diffusion) length, LD

)()(

swzz

sD

zs

t

s

)()(

swzz

sD

zs

t

s

vD

21 )

2()

2()( z

zD z

sz

zzAt

zzvzAs

22 )

2()

2()( z

zD z

sz

zzAt

zzvzAs

Az s(z,t)

J.M. Abril, University of Seville17

Page 18: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

The third point could be regarded as a minor question. Nevertheless …

J.M. Abril, University of Seville18

Page 19: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Under steady-state for bulk density , one has to provide appropriate initial conditions ( s(z,0) ), suitable parameter values ( D(z,t) and w(0,t) ) and boundary conditions,

),0()(0

tswz

sDt

z

0),(lim

tzsz

)()(

swzz

sD

zs

t

s

)()(

swzz

sD

zs

t

s

(21)

)(t is the flux of radionuclides entering the sediment at time t through the sediment-water interface.

If is not steady state, then Eq. 21 has to be solved simultaneously with Eq. 6 (and its related initial and boundary conditions).

J.M. Abril, University of Seville19

Page 20: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Some aspects of physical diffusion in growing sediments

•When the governing equations involves spatial and temporal averaged values of dynamic variables, diffusion arises related with sub-grid scale advection.

J.M. Abril, University of Seville20

Page 21: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

a) Spatial gradients in q and lateral reallocations

•1D approach is using cross-section averaged values for q

q’

q’

J.M. Abril, University of Seville21

Page 22: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

b) Two (or more) solid species with distinct concentrations and relative compaction velocities

+ …

With dimensions of a diffusion term

J.M. Abril, University of Seville22

1 2

Page 23: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville23

Page 24: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

“Virtual” particles as mathematical equivalents for exchanges of radionuclides through the liquid phase

J.M. Abril, University of Seville24

Page 25: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville25

Page 26: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

New notation:

•Bulk density ρm ( ρ)

•Sedimentation rate or sedimentation velocity r ( v)

• (Mass) sedimentation rate w

•Mass depth m

•Concentration of a particle-associated tracer A(z,t) [s(z,t)]

•Diffusion coefficient kb [ D ]

J.M. Abril, University of Seville26

Page 27: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Situations where the tracer is partially carried by pore water or in presence of selective and/or translocational bioturation Eq. has to be reviewed.

BOUNDARY CONDITIONSBOUNDARY CONDITIONS

Fundamental equationsFundamental equations

J.M. Abril, University of Seville27

Page 28: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville28

Page 29: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Particular solutions: Constant rate of supply CRS model

Steady state inventories

J.M. Abril, University of Seville29

Page 30: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Steady-state activity density versus mass thickness profiles

ma(I)

(II)

Let us consider the following particular case:

•Steady state for bulk density and activity concentration profile•Constant sedimentation rate•Two regions in the sediment, the first one (of mass thickness ma) with a constant diffusion coefficient

J.M. Abril, University of Seville30

Page 31: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

with boundary conditions

J.M. Abril, University of Seville31

Page 32: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

The general solution is

J.M. Abril, University of Seville32

Page 33: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville33

Page 34: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Constant Flux with Constant Sedimentation Rate (CF-CSR) Model

J.M. Abril, University of Seville34

Page 35: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville35

Page 36: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Time dependent fluxes. General method

For artificial fallout radionuclides, fluxes are time-dependent and concentrations unsteady.

Initial conditions:

For steady-state bulk densities, an elegant way of solution is to use the Laplace’s transformations:

J.M. Abril, University of Seville36

Page 37: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville37

Page 38: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Laplace’s transformation for general equation and boundary condition:

J.M. Abril, University of Seville38

Page 39: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

An example of application of this model can be found in Abril and García-Leon (1996)

Constant Sedimentation Rate without diffusion

Corresponds to the CF-CSR model. Solution in the Laplace’s space:

With the inverse Laplace’s transformation:

J.M. Abril, University of Seville39

Page 40: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Complete Mixing Zone (CMZ) Model (with CSR)

Corresponds to the CMZ model for 210Pb. Mixing mass depth ma

Solution in the Laplace’s space:

J.M. Abril, University of Seville40

Page 41: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

J.M. Abril, University of Seville41

Page 42: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Incomplete Mixing Zone (IMZ) Model (with CSR)

J.M. Abril, University of Seville42

Page 43: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

0

0.5

1

1.5

2

2.5

3

0 5 10 15 20 25 30

Unsu

pport

ed 2

10

-Pb (

pC

i/g)

Depth (cm)

IMZ Model

0

0.5

1

1.5

2

2.5

3

0 5 10 15 20 25 30

Unsu

pport

ed 2

10

-Pb (

pC

i/g)

Depth (cm)

IMZ Model

0

10

20

30

40

50

60

0 5 10 15 201

37-C

s (m

Bq

/g)

Mass thickness (g/cm^2)

IMZ Model

0

10

20

30

40

50

60

0 5 10 15 201

37-C

s (m

Bq

/g)

Mass thickness (g/cm^2)

IMZ Model

0

10

20

30

40

50

60

0 5 10 15 201

37-C

s (m

Bq

/g)

Mass thickness (g/cm^2)

IMZ Model

Incomplete mixing zone model

g= 0.65 ± 0.04, w= 0.374 ± 0.01 ma= 6.0 ±0.3 g cm-2 g= 0.65 ± 0.04, w= 0.374 ± 0.01 ma= 6.0 ±0.3 g cm-2

J.M. Abril, University of Seville43

Page 44: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Constant Diffusion Model (IMZ) Model (with CSR)

J.M. Abril, University of Seville44

Page 45: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Find here more details for numerical solutions

J.M. Abril, University of Seville45

Page 46: J.M. Abril Department of Applied Physics (I); University of Seville (Spain)

Bulk density profiles : The never seen history

K(z) ??Ψ (z) ??K(z) ??Ψ (z) ??

We need to learn how to read the history in these profiles

We need to learn how to read the history in these profiles

J.M. Abril, University of Seville46