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Lecture 3

Contaminant Transport

Mechanisms and Principles

BASIC DEFINITIONS

Ground surface

Vadose zone, unsaturated zone

Below ground surface

(BGS)

Capillary fringe

Water table

Saturated zone

Confining bed

Water-table, phreatic, or unconfined aquifer

Confined aquifer or artesian aquifer

Capillary fringe may be >200 cm in fine silt

In capillary fringe water is nearly saturated, but held in tension in soil pores

MICRO VIEW OF UNSATURATED ZONE air water solid

Contaminant concentrations:

C w

, mg/L concentration in water

C g

, mg/L or ppmv concentration in gas

C s

, gm/kg concentration in solids

PARTITIONING RELATIONSHIPS

Solid ↔ water

C s

C w

= K d

= mg/kg solid mg/L water

K d

= partition coefficient

Water ↔ vapor C g

C w

H = Henry’s Law constant

= H = mol/m 3 air mg/m 3 water

HENRY’S LAW CONSTANT

H has dimensions: atm m 3 / mol

H’ is dimensionless

H’ = H/RT

R = gas constant = 8.20575 x 10 -5 atm m 3 /mol °K

T = temperature in °K

NOTE ON SOIL GAS CONCENTRATION

Soil gas is usually reported as: ppmv = parts per million by volume

C g

(ppmv) =

C g

(mg/L) × 24,000 mL/mole molecular weight g/mole

VOLUME REPRESENTATION

Void volume, V

V

Gas volume, V g

Water volume, V

W

Solid volume, V

S

Total volume, V

T

VOLUME-RELATED PROPERTIES

Bulk density = ρ b

= mass of solids total volume

Porosity = n = θ = V

V

/V

T

Volumetric water content or water-filled porosity = θ

W

= V

W

/V

T

Saturation = S = V

W

/V

V

Gas-filled porosity = θ g

(or θ a

) = V g

/V

T

θ

W

+ θ g

= n

CONTAMINANT CONCENTRATION

IN SOIL

Total mass in unit volume of soil:

C

T

= ρ b

C s

+ θ w

C

W

+ θ g

C g

If soil is saturated, θ g

C

T

= ρ b

C s

+ n C

W

= 0 and θ

W

= n

NOMENCLATURE FOR DARCY’S LAW

Q = K i A

K = hydraulic conductivity i = hydraulic gradient = dh/dL

A = cross-sectional area

Velocity of ground-water movement u = Q / n A = q / n = K i / n = average linear velocity n A = area through which ground water flows q = Q / A = Darcy seepage velocity = Specific discharge

For transport, n is n e

, effective porosity

ADVECTIVE FLUX

Flowing ground water carries any dissolved material with it → Advective Flux

J

A

= n u C mass / area / time

= mass flux through unit cross section due to ground-water advection n is needed since no flow except in pores

DIFFUSIVE FLUX

Movement of mass by molecular diffusion (Brownian motion) – proportional to concentration gradient

J

D

= − D

O

∂ C

∂ x in surface water !!!

D

O is molecular diffusion coefficient [L 2 /T]

DIFFUSIVE FLUX

In porous medium, geometry imposes constraints:

J

D

= −

τ

D

O n

∂ C

∂ x

= − D * n

∂ C

∂ x

τ = tortuosity factor

D* = effective diffusion coefficient

Factor n must be included since diffusion is only in pores

TORTUOSITY

Solute must travel a tortuous path, winding through pores and around solid grains

Common empirical expression: τ =

⎜⎜

L

L e

⎟⎟

2

L = straight-line distance

L e

= actual (effective) path

τ ≈ 0.7 for sand

NOTES ON DIFFUSION

Diffusion is not a big factor in saturated groundwater flow – dispersion dominates diffusion

Diffusion can be important (even dominant) in vapor transport in unsaturated zone

MECHANICAL DISPERSION

C

B

C

B

A

A arrives first, then B, then C → mechanical dispersion

A

MECHANICAL DISPERSION

Viewed at micro-scale (i.e., pore scale) arrival times A, B, and C can be predicted

Averaging travel paths A, B, and C leads to apparent spreading of contaminant about the mean

Spatial averaging → dispersion

MECHANICAL DISPERSION

Dispersion can be effectively approximated by the same relationship as diffusion—i.e., that flux is proportional to concentration gradient:

J

M

= − D

M n

∂ C

∂ x

Dispersion coefficient, D

M

= α

L u

α

L

= longitudinal dispersivity (units of length)

TRADITIONAL VIEW OF

HYDRODYNAMIC DISPERSION

ACTUAL OBSERVATIONS OF PLUMES

USGS Cape Cod

Research Site

Source: NOAA Coastal Services Center, http://www.csc.noaa.gov/crs/tcm/98fall_status.html

Accessed May 14, 2004.

Source: U.S. Geological Survey, Cape Cod Toxic

Substances Hydrology Research Site, http://ma.water.usgs.gov/CapeCodToxics/location.html.

Accessed May 14, 2004.

MONITORING WELL

ARRAY

USGS MONITORING NETWORK

Source: http://ma.water.usgs.gov/CapeCodToxics/photo-gallery.html

Photo by D.R. LeBlanc.

OBSERVED

BROMIDE PLUME –

HORIZONTAL

VIEW

Significant longitudinal dispersion, but limited lateral dispersion

OBSERVED BROMIDE PLUME –

VERTICAL VIEW

Limited vertical dispersion

LONGITUDINAL

DISPERSION VS. LENGTH SCALE

Lateral and vertical dispersivity

TRANSPORT EQUATION

Combined transport from advection, diffusion, and dispersion (in one dimension):

J

J

J

=

=

=

J

A nuC nuC

+ J

D

+ J

M

D

D

H

* n

∂ C

∂ C

∂ x

∂ x

− D

M n

∂ C

∂ x

D

H

= D* + D

M

= τ D

O

+ α

L u

= hydrodynamic dispersion

TRANSPORT EQUATION

Consider conservation of mass over control volume (REV) of aquifer.

REV = Representative Elementary Volume

REV must contain enough pores to get a meaningful representation (statistical average or model)

TRANSPORT EQUATION

Change in contaminant mass with time

∂ C

T

∂ t

∂ C

T

∂ t

=

=

Flux in less flux out of

REV

− ∇ • J

∂ J

∂ x

±

±

Sources and sinks due to reactions

S / S

S / S

(1)

(2)

TRANSPORT EQUATION

C

T

= total mass (dissolved mass plus mass adsorbed to solid) per unit volume

= ρ b

C

S

+ n C

W

= ρ b

C

S

+ n C

Note: W subscript dropped for convenience and for

Consistency with conventional notation

(3)

Substitute Equation 3 into Equation 2:

(

ρ b

C

S

)

+

( )

∂ t ∂ t

= −

∂ x nuC − D

H n

∂ C

∂ x

± S / S

↑ no solid phase in flux term

(4)

TRANSPORT EQUATION

C

S

= K d

C by definition of K d

Assume spatially uniform n, ρ b

, K d

, u, and D

H and no S/S

(

ρ b

K d

∂ C

∂ t

= −

+ n

) ∂ C

∂ t u

ρ b

K d n

=

+

− nu

∂ C

∂ x n

∂ C

∂ x

+

+ nD

H

ρ b

K d n

D

H

2 x

+

C

2 n

∂ 2 C

∂ x 2

(5)

(6)

TRANSPORT EQUATION

“Retardation factor”, R d

ρ b

K d n

+ n

= 1 +

ρ b

K d n

= R d

Substituting Equation 7 into Equation 6:

(7)

∂ C

∂ t

= − u

R d

∂ C

∂ x

+

D

H

R d

∂ 2 C

∂ x 2

(8)

Effect of adsorption to solids is an apparent slowing of transport of dissolved contaminants

Both u and D

H are slowed

SOLUTION OF TRANSPORT EQUATION

Equation 8 can be solved with a variety of boundary conditions

In general, equation predicts a spreading

Gaussian cloud

x x - a x + a

1.0

0.8

0.6

0.4

0.2

0.0

t

1 t

2 t

0

Spreading of a solute slug with time due to diffusion. A slug of solute was injected into the aquifer at time t with a resulting initial concentration of C .

Adapted from: Fetter, C. W. Contaminant Hydrogeology.

New York: Macmillan Publishing Company, 1992.

1-D SOLUTION OF TRANSPORT EQUATION

For instantaneous placement of a long-lasting source

(for example, a spill that leaves a residual in the soil), solution is:

C

( )

=

C

2 o erfc

R

4 d x

R d

− ut

D

H t

Where C o

= C(x=0, t) = constant concentration at source location x = 0

Solution is a front moving with velocity u/R d

1.0

0.9

0.84

0.8

0.7

0.6

0.50

0.4

0.3

0.2

0.16

0.1

0.0

+ s x = ut/R d s

The profile of a diffusing front as predicted by the complementary error function.

Adapted from Fetter, C. W. Contaminant Hydrogeology.

New York: Macmillan Publishing Company, 1992.

x

Moving front of contaminant from constant source

10

9

8

7

6

5

4

3

2

1

0

0 t = 1 ut = 1

1 2 t = 3 ut = 3

3 t = 5 ut = 5

4 5

Distance, x

6 7

C

0

= 10 u = 1

D

H

= 0.1

R d

= 1

8

Moving front of contaminant from constant source

9

Effect of dispersion coefficient

10

9

8

7

6

5

4

3

2

1

0

0 t = 3 ut = 3

R d

= 2

1

Effect of R d

on moving front of contaminant

Effect of retardation

2 t = 3 ut = 3

R d

= 1

3 4 5

Distance, x

6 7

C

0

= 10 u = 1

D

H

= 0.1

8 9

1-D SOLUTIONS

Transport of a Conservative Substance from Pulse and Continuous Sources

Dimensions Pulse Input of Mass M

M ,

.

1-D

are instantaneous or continuous plane sources

M

M

L 2

L

M

2 T

C =

2n p

M t D x exp -

[ [

2 x = 0 t = 0 t = t

1 v

Unit Time M

.

Starting at Time t = 0

C =

.

M

2nv erfc x = 0 v

Mass input here

Front at time t

Unit Time M

.

in Steady State

C =

M nv

.

( for x > 0 ( x = 0 v to ∞

Mass input here

Adapted from: Hemond, H. F. and E. J. Fechner-Levy. Chemical Fate and Transport in the Environment.

2nd ed. San Diego: Academic Press, 2000.

2-D SOLUTIONS

Transport of a Conservative Substance from Pulse and Continuous Sources

Dimensions Pulse Input of Mass M

M , M

.

2-D

are instantaneous or continuous line sources

M

.

M

[

M

L

M

L-T

[

[[

C=

4n p t

M

D x

D exp y

[

(x-vt) 2

+ y 2

4D t

[ v t = 0 t = t

1 y x

Unit Time M

.

Starting at Time t = 0

C=

4n p

M

1/2

.

(vr) 1/2 D y exp erfc y x v

Plume at time t

Adapted from: Hemond, H. F. and E. J. Fechner-Levy. Chemical Fate and Transport in the Environment.

2nd ed. San Diego: Academic Press, 2000.

Unit Time M

.

in Steady State

C=

2n p

M

1/2

.

(vr) 1/2 D y exp y x v to ∞

3-D SOLUTIONS

Transport of a Conservative Substance from Pulse and Continuous Sources

Dimensions Pulse Input of Mass M

M , M

.

3-D

are instantaneous or continuous point sources

M

.

M

[

M

L

M

T

[

[[

C = exp-

[

8n p

(x-vt)

2

+

M y 2

D x

D y

D z

+ z 2 v z y x t = 0 t = t

1

[

C=

Unit Time M

.

Starting at Time t = 0

M

.

D y

D z exp erfc z y v

Plume at time t z y

Unit Time M

.

in Steady State

C=

M

.

D y

D z exp v to ∞

Adapted from: Hemond, H. F. and E. J. Fechner-Levy. Chemical Fate and Transport in the Environment.

2nd ed. San Diego: Academic Press, 2000.

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