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Page 1: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Filtrering og LCI inversion

Esben Auken

HydroGeophysics GroupDepartment of Earth Sciences, University of Aarhus, Denmarkwww.hgg.au.dk

Page 2: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Filtering of couplings from raw data

Averaging core set up

Filtering of noise filled data from averaged data

Processeringsindstillinger GPS data

Angle data

Altitude data

Voltage data

Page 3: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Filtrering af data – lavmoment z-data Flyvehøjde er 25 – 35 m

Stærk korelation imellem flyverhøjde og signalniveau

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Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0

Time

11

:47

:30

11

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:00

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Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0Altitude of Tx coil

Raw Voltage Data

Page 4: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Time

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:00

Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0

3 min 2 line kmAverage center pointAverage center point

Time [s]1e-05 1e-04 1e-03 1e-02

Rh

oa

[O

hm

m]

10.0

100.0

1000.0 Average sounding, Rho-a

Raw voltage data

Time [s]1e-05 1e-04 1e-03 1e-02

Rh

oa

[O

hm

m]

10.0

100.0

1000.0 Average sounding, Rho-a

Altitude

Raw Voltage data

Gamle data

Page 5: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Time

11

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:00

Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0

3 min 2 line kmAverage center pointAverage center point

Raw voltage data

Altitude

Averaged Voltage data

Nye data – lige filtre

Page 6: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Average center point

Time

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11

:30

:00

Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0

Time

11

:32

:55

11

:32

:50

11

:32

:45

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:32

:40

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:35

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:25

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:20

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:30

:15

11

:30

:10

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:05

11

:30

:00

Lo

g -

No

Un

it

1e+00

1e+01

1e+02

1e+03

1e+04

1e+05

Altitu

de

[m]

100.0

95.0

90.0

85.0

80.0

75.0

70.0

65.0

60.0

55.0

50.0

45.0

40.0

35.0

30.0

25.0

20.0

3 min 2 line kmAverage center point

Time [s]1e-05 1e-04 1e-03 1e-02

Rh

oa

[O

hm

m]

10.0

100.0

1000.0 Average sounding, Rho-a

Raw voltage Data

Time [s]1e-05 1e-04 1e-03 1e-02

Rh

oa

[O

hm

m]

10.0

100.0

1000.0 Average sounding, Rho-a

Altitude

Averaged voltage Data

Nye data – skrå filtre

Page 7: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Inversion Methodology LCI – soundings

Profil

TE M soundings - m odels

Page 8: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Inversion Methodology LCI – soundings

Add constraints – a variance between the model parameters

Profil

TEM soundings - models

Page 9: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Inversion Methodology LCI – soundings

Add constraints – a variance between the model parameters

Few layer parameterization – all parameters floating

Profil

TEM soundings - models

r1n r1

n+1

r2n r2

n+1

r3n r3

n+1

d1n d1

n+1

d2n d2

n+1

Page 10: Filtrering og LCI inversion Esben Auken HydroGeophysics Group Department of Earth Sciences, University of Aarhus, Denmark .

Inversion Methodology LCI – soundings

Add constraints – a variance between the model parameters

Smooth model parameterization – fixed layer boundaries

Profil

TEM soundings - models

r1n r1

n+1

r2n r2

n+1

rm

n rm

n+1