Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface...

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Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot (1,3) , Evert Slob (2) Diana Chavarro (4) , Maciek Lubczynski (4) (1) Forschungszentrum Jülich (Germany) (2) Delft University of Technology (The Netherlands) (3) Université catholique de Louvain (Belgium) (4) ITC (The Netherlands)

Transcript of Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface...

Page 1: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Measurement of soil surface dielectric permittivity and correlated water content using

off-ground GPR

Sébastien Lambot(1,3), Evert Slob(2)

Diana Chavarro (4), Maciek Lubczynski(4)

(1)Forschungszentrum Jülich (Germany)(2)Delft University of Technology (The Netherlands)

(3)Université catholique de Louvain (Belgium)(4)ITC (The Netherlands)

Page 2: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Current GPR techniques for soil characterization

Subsurface

Surface

Propagation time to a known interface

Reflecting hyperbola of an inhomogeneity

Common midpoint (CMP) or WARR

Propagation time between boreholes (tomography)

Ground-wave propagation time between antennas

1D surface reflection coefficient

Page 3: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Full-wave inverse modeling

Modeled signalSoil EM properties

Optimization algorithm

Measured signal

Errorfunction

EM forward model

Maximize information retrieval from the available data

?

Page 4: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Ground penetrating radar system

• SFCW radar with a VNA → UWB, forward modeling

• Horn antenna (highly directive) → to be used off the ground

• Monostatic mode → accurate and efficient forward modeling

Low-cost and handheld radar

Page 5: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

GPR forward modeling

Antenna equation in the frequency domain

phase centerJx Ex↑

a

b

HiHf

H

E↑(Distributed)

Distribution assumed to be independent of the target

(Lambot et al., IEEE TGRS, 2004)

Page 6: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Air-subsurface full-wave Green’s function

• 3D N-layered medium

• point source/receiver (dipole approximation)

Jx Ex↑

Page 7: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

3D Maxwell’s equations solution

Integrand

Sommerfeld integral

Page 8: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Model validation

Frequency domain Time domain

Configuration ≠ θ

Page 9: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Surface dielectric permittivity

Objective function

tmin

h

εσ ≅ 0

tmax

zmax

with

Surface roughness: hmax<λ/8

(Lambot et al., WRR, 2006b)

(Lambot et al., WRR, 2006a)

Page 10: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Effect of electric conductivity

1-2 GHz

0.1-0.9 GHz

Page 11: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Effect of shallow layering

Page 12: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Aquiferex: Ben Gardane

• Gravimetric

• Theta-probe

• Off-ground GPR

Transect

Olive trees

Page 13: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Measurements and characterization scales

• Gravimetric

- 100 cm³ soil samples

- 0-5 cm depth, 20 cm²

volumetric water content

• Theta-probe

- 0-10 cm depth, 20 cm²

dielectric permittivity and electric conductivity

• Off-ground GPR

- 800-2600 MHz (frequency step 6 MHz)

- 0-5 cm depth (depending on soil properties), 1 m²

- Rayleigh criterion should be respected (hmax<λ/8 → hmax<2.5 cm)

dielectric permittivity

Page 14: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

GPR data in the time domain for the transect (65 measurements)

No strong subsurface reflectors were observed• Length: 2.2 km

• 65 GPR measurements

• Average space step: ~30 m

Page 15: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Dielectric permittivity and water content over the transect

0

0,01

0,02

0,03

0,04

0,05

0,06

0,07

0,08

0 10 20 30 40 50 60 70

Measurement

Wat

er c

onte

nt

0,00

1,00

2,00

3,00

4,00

5,00

6,00

0 10 20 30 40 50 60 70

Measurement

Die

lect

ric c

onst

ant 3672243mN687119mE

3670591mN688533mE

• Dry

• Small variation range

• Some spatial correlation

Observations

Page 16: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Other measurements

• Road (end of transect): average εr=7.04

• Concrete platform: average εr=4.33

• Saline area

εr=4.01, σ=0.098 S/m

εr=?, σ=0.176 S/m

Electric conductivity contributes significantly to the surface reflection coefficient

Page 17: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Aquiferex: GabesMeasurements in different irrigated plots: 36 measurements over 17 plots

Water content

dry

Saturated

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GPR TDR

Topp’s model

Topp’s model

Results

Page 19: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

GPRSoil specific model

TDR

Results taking into account electric conductivity during inversion of GPR data

r=0.94Soil specific modelr=0.93

→ Microvariability→ Measurement scale→ Surface roughness

(gravimetric) (gravimetric)

Page 20: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

Conclusions and perspectives

• An adequate full-wave radar model has been developed for air-launched GPR

• In the field, surface-focused inversion permits to measure surface dielectric permittivity and correlated water content

• Good correlations were observed between gravimetric, TDR, and GPR

• Off-ground GPR is appropriate to bridge the scale gap between ground-truth measurements and airborne and spaceborne radar remote sensing

GPR measurements should be compared to airborne and spaceborne data

Page 21: Measurement of soil surface dielectric permittivity and ... · Measurement of soil surface dielectric permittivity and correlated water content using off-ground GPR Sébastien Lambot(1,3),

References

- Lambot, S., E.C. Slob, I. van den Bosch, B. Stockbroeckx, and M. Vanclooster, Modeling of ground-penetrating radar for accurate characterization of subsurface electric properties, IEEE Transactions on Geoscience and Remote Sensing, 42, 2555-2568, 2004.

- Lambot, S., M. Antoine, M. Vanclooster, and E.C. Slob, Effect of soil roughness on the inversion of off-ground monostatic GPR signal for noninvasive quantification of soilproperties, Water Resources Research, 42, W03403, doi10.1029/2005WR004416, 2006a.

- Lambot, S., L. Weihermüller, J.A. Huisman, H. Vereecken, M. Vanclooster, and E.C. Slob, Analysis of air-launched ground-penetrating radar techniques to measure the soil surface water content, Water Resources Research, 42, W11403, doi10.1029/2006WR005097, 2006b.