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Simulation of dispersion in a heterogeneous aquifer: discussion of steady versus unsteady groundwater flow Gerard Uffink Amro Elfeki Sophie Lebreton Delft University of Technology, Netherlands

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Page 1: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

 

Simulation of dispersion in a heterogeneous aquifer: discussion of steady versus unsteady groundwater flow

Gerard Uffink Amro ElfekiSophie Lebreton

Delft University of Technology, Netherlands

Page 2: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Demo 1: Steady Flow

Demo 2: Unsteady Flow (fluctuations)

Transport in steady or unsteady groundwater flow

Page 3: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

0 4 0 0 8 0 0 1 2 0 0 1 6 0 0tim e (d ay s )

0

4 0 0

8 0 0

1 2 0 0

1 6 0 0 L o n g itu d in al V arian ceS te ad y flo wN o n S tea d y flo w

2x

Increase of variance in time

Page 4: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

MADE-1 site

Literature:

Boggs et al. 1992Adams and Gelhar, 1992Rehfeldt et al. 1992Zheng and Jiao, 1998, etc

Page 5: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Available:

- measurement of tracer distribution- heads (contours) and fluctuations- hydraulic conductivities (several options)

Not available

- dispersivities

Page 6: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Depth-averaged bromide concentration distributions after 49, 279, and 503 days (Boggs et al., 1992).

Page 7: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Vertical position tracer plume

Page 8: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

1 3 5 7 9 11 1 3 1 5 17 19 2 1 2 3 25 27 29 3 1t im e (m onth s)

0 .00 1

0 .00 2

0 .00 3

0 .00 4

0 .00 5

grad

ient

mag

nitu

de

m e as ured g rad ien tf itted season al com p o ne nt

Head data

Fluctuations head gradient Contours of head

Page 9: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

0 50 100 150 200 250-100

-80

-60

-40

-20

0

0

4.3

43

430

0 20 40 60 80 100 120 140 160

-40

-20

0

0.781.323.561016264371116

Zheng & Jiao, 1998

(depth averaged)

Harvey & Gorelick, 2000(depth averaged)

Present Study (at 59 m depth)

Distribution of hydraulic conductivity according to various authors

Page 10: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

49 days

279 days

503 days

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

0 20 40 60 80 100 120 140 160 180 200 220 240 260-100

-80

-60

-40

-20

0

0.1

1

10

100

49 days

279 days

503 days

Simulation tracer test (concentration in mg/L). K according to Zheng & Jiao

L= 1 m, T = 0.5 mL= 0.1 m, T = 0.01 m

Flow

Page 11: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Concentration distributions based on measurements

Page 12: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

0.1

1

10

100

49 days

279 days

503 days

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

0 20 40 60 80 100 120 140 160-50

-40

-30

-20

-10

0

49 days

279 days

503 days

L= 0.1 m, T = 0.01 m L= 1 m, T = 0.5 m

Simulation tracer test (concentration in mg/L). K according to Harvey & Gorelick

Page 13: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

49 days

279 days

503 days

0 50 100 150 200 250 300

-150

-100

-50

0

0 50 100 150 200 250 300

-150

-100

-50

0

0 50 100 150 200 250 300

-150

-100

-50

0

49 days

0 50 100 150 200 250 300

-150

-100

-50

0

0 50 100 150 200 250 300

-150

-100

-50

0

0 50 100 150 200 250 300

-150

-100

-50

0

279 days

503 days

0.1

1

10

100

L= 0.1 m, T = 0.01 m L= 1 m, T = 0.5 m

Simulation tracer test (concentration in mg/L). K as in present study

Page 14: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Comparison simulations and experiment

- head distribution good- tracer distribution poor

Possible explanation

- hydraulic conductivity field uncertain- velocity field uncertain

- ?? Steady versus unsteady flow ??

Page 15: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

0 100 200 300 400 500 600tim e (days)

0

20

40

60

80m

ean

dis

plac

emen

t in

the

x-d

irect

ion

(m)

steady sta teseasonal trend fo r S=0.04 (cosine)m easured gradient for S =0.04 (dots)observed data

0 100 200 300 400 500 600tim e (days)

-35

-30

-25

-20

-15

-10

mea

n d

ispl

acem

ent

in t

he y

-dire

ctio

n (m

)

0 100 200 300 400 500 600tim e (days)

10

20

30

40

50

60

mea

n d

ispl

acem

ent

in t

he x

-dire

ctio

n (m

)

steady sta teseasonal trend for S=0 .04 (cosine )m easured gradien t fo r S=0.04 (dots)observed data

0 100 200 300 400 500 600tim e (days)

-35

-30

-25

-20

-15

-10

mea

n d

ispl

acem

ent

in t

he y

-dire

ctio

n (m

)

L= 0.1 m, T = 0.01 m

First Spatial Moments. K as by Harvey & Gorelick

L= 1 m, T = 0.5 m

Page 16: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

L= 0.1 m, T = 0.01 m

Second Spatial Moments. K as by Harvey & Gorelick

L= 1 m, T = 0.5 m

0 100 200 300 400 500 600tim e (days)

0.0001

0.001

0.01

0.1

1

10

100

1000

10000lo

ngitu

dina

l va

rianc

e (m

2 )

steady s tateseasona l trend for S =0 .04 (co s ine )m ea su red g radien t fo r S=0.0 4 (d ots)observed da ta

0 100 200 300 400 500 600tim e (days)

0.1

1

10

100

late

ral

varia

nce

(m2 )

0 100 200 300 400 500 600tim e (days)

0.0001

0.001

0.01

0.1

1

10

100

1000

long

itudi

nal

varia

nce

(m2 )

0 100 200 300 400 500 600tim e (days)

0

20

40

60

80

late

ral

varia

nce

(m2 )

Page 17: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

L= 0.1 m, T = 0.01 m

First Spatial Moments. K from present study

L= 1 m, T = 0.5 m

0 100 200 300 400 500 600tim e (days)

60

64

68

72

76

80m

ean

dis

plac

emen

t in

x-d

irect

ion

(m)

steady s ta teseasonal trend fo r S=0.04 (cosine)seasonal trend fo r S=0.1 (cosine)m easu re d grad ient fo r S=0.04 (do ts)observed da ta

0 100 200 300 400 500 600tim e (days)

-114

-112

-110

-108

-106

-104

mea

n d

ispl

acem

ent

in y

-dire

ctio

n (m

)

0 100 200 300 400 500 600tim e (days)

60

64

68

72

76

80

mea

n d

ispl

acem

ent

in x

-dire

ctio

n (m

)

steady s tateseasona l trend for S=0.04 (cosine)seasona l trend for S=0.1 (cos ine)m easu red grad ient for S=0.04 (dots)observed da ta

0 100 200 300 400 500 600tim e (days)

-116

-114

-112

-110

-108

-106

-104

mea

n d

ispl

acem

ent

in y

-dire

ctio

n (m

)

Page 18: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

L= 0.1 m, T = 0.01 m

Second Spatial Moments. K from present study

L= 3 m, T = 1 m

0 100 200 300 400 500 600tim e (days)

0.001

0.01

0.1

1

10

100

1000

10000

long

itudi

nal

varia

nce

(m2 )

steady stateseasona l trend for S=0.04 (cosine)seasona l trend for S=0.1 (cos ine)m easured g radient fo r S=0.04 (do ts)observed data

0 100 200 300 400 500 600tim e (days)

1

10

100

late

ral

varia

nce

(m2 )

0 100 200 300 400 500 600tim e (days)

0.001

0.01

0.1

1

10

100

1000

10000

long

itudi

nal

varia

nce

(m2 )

steady s tateseasonal trend for S=0.04 (cos ine)seasonal trend for S=0.1 (cos ine)m ea sured grad ient fo r S=0.04 (do ts)observe d data

0 100 200 300 400 500 600tim e (days)

1

10

100

late

ral

varia

nce

(m2 )

Page 19: Simulation of Dispersion in a Heterogeneous Aquifer: Discussion of Steady versus Unsteady Groundwater Flow and Uncertainty analysis

Concluding remarks

- steady or unstead flow seems to have no effect on spreading of tracer

- good conductivity field is essential to reproduce realistic velocity field

- 2D versus 3D ??