A Multitemporal Method for Correction of Tropospheric Effects in Differential SAR Interferometry: Application to the Gulf of Corinth Earthquake
Author(s)
Language
English
Obiettivo Specifico
1.10. TTC - Telerilevamento
Status
Published
JCR Journal
JCR Journal
Peer review journal
Yes
Issue/vol(year)
6/45(2007)
Pages (printed)
1605-1615
Date Issued
June 2007
Abstract
Tropospheric inhomogeneities can form a major
error source in differential synthetic aperture radar interferometry
measurements, which are used in slow-deformation monitoring.
Indeed, variations of atmospheric conditions between two
radar acquisitions produce variations in the signal path of two
images and, thus, additional fringes on differential interferograms.
These effects have a strong influence on interferograms and must
be compensated to obtain reliable deformation measurements.
This paper presents a methodological approach to reduce at both
global and local scales tropospheric contributions directly from
differential interferograms. It first requires refined knowledge of
the stable scatterers that can only be obtained from the analysis
of a large population of multitemporal interferograms. The
correction of global-scale atmospheric contribution exploits the
correlation between phase and topography. The correction of
local artifacts is based on the correlation between interferograms
containing one common acquisition. This technique is validated
on a database of 81 differential interferograms covering the
Gulf of Corinth (Greece) and used to improve the measurements
of ground deformation compared to global positioning system
measurements.
error source in differential synthetic aperture radar interferometry
measurements, which are used in slow-deformation monitoring.
Indeed, variations of atmospheric conditions between two
radar acquisitions produce variations in the signal path of two
images and, thus, additional fringes on differential interferograms.
These effects have a strong influence on interferograms and must
be compensated to obtain reliable deformation measurements.
This paper presents a methodological approach to reduce at both
global and local scales tropospheric contributions directly from
differential interferograms. It first requires refined knowledge of
the stable scatterers that can only be obtained from the analysis
of a large population of multitemporal interferograms. The
correction of global-scale atmospheric contribution exploits the
correlation between phase and topography. The correction of
local artifacts is based on the correlation between interferograms
containing one common acquisition. This technique is validated
on a database of 81 differential interferograms covering the
Gulf of Corinth (Greece) and used to improve the measurements
of ground deformation compared to global positioning system
measurements.
References
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R. Touzi, A. Lopes, J. Bruniquel, and P. W. Vachon, “Coherence estimation
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F. Chaabane, A. Avallone, F. Tupin, P. Briole, and H. Maître, “Improvement
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no. 1, pp. 52–67, Jan. 1996.
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E. Trouvé, J.-M. Nicolas, and H. Maître, “Improving phase unwrapping
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Rift laboratory area,” C. R. Geosci., vol. 336, no. 4/5, pp. 301–311, 2004.
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C. Mitsakaki, V. Karkostas, E. Papadimitriou, D. Papanastassiou,
G. Chouliars, and G. Stravakakis, “The Ms = 6.2 June 15, 1995
Aigion earthquake (Greece): Evidence for low angle normal faulting in
the Corinth rift,” J. Seismol., vol. 1, no. 2, pp. 131–150, 1997.
A. Avallone and P. Briole, “Analyse de dix ans de déformation du rift
de Corinthe (Grèce) par géodésie spatiale,” Ph.D. dissertation, Inst. Phys.
Globe de Paris, Paris, France, 2003.
P. Lopez-Quiroz, J. M. Nicolas, F. Tupin, P. Briole, and F. Chaabane,
“Permanent scatterers: Comparison of identification methods,” in Proc.
EUSAR, Dresden, Germany, May 2006.
S. Usai, “A new approach for long term monitoring of deformations by differential SAR interferometry,” Ph.D. dissertation, Delft Univ., Delft, The Netherlands, 2001.
B. Fruneau, J. Achache, and C. Delacourt, “Observation and modeling of the Saint-Etienne-de-Tinée landslide using SAR interferometry,” Tectonophysics, vol. 265, pp. 181–190, 1996.
D. Massonnet, P. Briole, and A. Arnaud, “Deflation of Mount Etna monitored by spaceborne radar interferometry,” Nature, vol. 375, no. 6532, pp. 567–570, 1995.
D. Massonnet and K. L. Feigl, “Discrimination of geophysical phenomena
in satellite radar interferograms,” Geophys. Res. Lett., vol. 22, no. 12, pp. 1537–1540, Jun. 1995.
H. A. Zebker, P. A. Rosen, and S. Hensley, “Atmospheric effects in interferometric
synthetic aperture radar surface deformation and topographic maps,” J. Geophys. Res.—Solid Earth, vol. 102, no. B10, pp. 7547–7563, Apr. 1997.
H. Tarayre and D. Massonnet, “Effects of refractive atmosphere on interferometric
processing,” in Proc. IGARSS, 1994, pp. 1717–1719.
A. Ferretti, C. Prati, and F. Rocca, “Permanent scatterers in SAR interferometry,”
IEEE Trans. Geosci. Remote Sens., vol. 39, no. 1, pp. 8–20,
Jan. 2001.
D. T. Sandwell and E. J. Price, “Phase gradient approach to stacking
interferograms,” J. Geophys. Res., vol. 103, no. B12, pp. 30 183–30 204,
1998.
F. Beauducel, P. Briole, and J.-L. Froger, “Volcano wide fringes in ERS
SAR interferograms of Etna (1992–1998): Deformation or tropospheric
effect?” J. Geophys. Res. vol. 105, pp. 16 391–16 402, 1999.
F. Sarti, H. Vadon, and D. Massonnet, “A method for automatic characterization
of InSAR atmospheric artefacts by correlation of multiple interferograms
over the same site,” in Proc. IGARSS, Hambourg, Germany,
Jun. 1999, pp. 1937–1939.
R. Touzi, A. Lopes, J. Bruniquel, and P. W. Vachon, “Coherence estimation
for SAR imagery,” IEEE Trans. Geosci. Remote Sens., vol. 37, no. 1,
pp. 135–149, Jan. 1999.
E. Trouvé, J.-M. Nicolas, and H. Maître, “Fringe detection in noisy complex
interferograms,” Appl. Opt.—Inf. Process., vol. 35, no. 20, pp. 3799–
3806, Jul. 1996.
F. Chaabane, A. Avallone, F. Tupin, P. Briole, and H. Maître, “Improvement
of tropospheric correction by adapted phase filtering,” in Proc.
EUSAR, Cologne, Germany, Jun. 2002, pp. 361–364.
F. Chaabane, “Suivi multitemporel en interférométrie radar et prise en
compte des effets atmosphériques,” Ph.D. dissertation, Univ. Paris XI,
Orsay, France, Mar. 2004.
I. Bloch, “Information combination operators for data fusion: A comparative
review with classification,” IEEE Trans. Syst., Man, Cybern., vol. 26,
no. 1, pp. 52–67, Jan. 1996.
R. Bellman, “On a routing problem,” Q. Appl. Math., vol. 16, no. 1,
pp. 87–90, 1958.
D. C. Ghiglia and L. A. Romero, “Robust two-dimensional weighted
and unweighted phase unwrapping that uses fast transforms and iterative
methods,” J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 11, no. 1, pp. 107–
117, Jan. 1994.
E. Trouvé, J.-M. Nicolas, and H. Maître, “Improving phase unwrapping
techniques by the use of local frequency estimates,” IEEE Trans. Geosci.
Remote Sens., vol. 36, no. 6, pp. 1963–1972, Nov. 1998.
A. Avallone, P. Briole, A. M. Agatza-Balodimou, H. Billiris, O. Charade,
C. Mitsakaki, A. Nercessian, K. Papazissi, D. Pradissis, and G. Veis,
“Analysis of eleven years of deformation measured by GPS in the Corinth
Rift laboratory area,” C. R. Geosci., vol. 336, no. 4/5, pp. 301–311, 2004.
P. Bernard, P. Briole, B. Meyer, H. Lyon-Caen, J.-M. Gomez, C. Tiberi,
C. Berge, R. Cattin, D. Hatzfeld, C. Lachet, B. Lebrun, A. Deschamps,
F. Courbouleux, C. Larroque, A. Rigo, D. Massonnet, P. Papadimitriou,
J. Kassars, D. Diagortas, K. Makropolus, G. Veis, E. Papazissi,
C. Mitsakaki, V. Karkostas, E. Papadimitriou, D. Papanastassiou,
G. Chouliars, and G. Stravakakis, “The Ms = 6.2 June 15, 1995
Aigion earthquake (Greece): Evidence for low angle normal faulting in
the Corinth rift,” J. Seismol., vol. 1, no. 2, pp. 131–150, 1997.
A. Avallone and P. Briole, “Analyse de dix ans de déformation du rift
de Corinthe (Grèce) par géodésie spatiale,” Ph.D. dissertation, Inst. Phys.
Globe de Paris, Paris, France, 2003.
P. Lopez-Quiroz, J. M. Nicolas, F. Tupin, P. Briole, and F. Chaabane,
“Permanent scatterers: Comparison of identification methods,” in Proc.
EUSAR, Dresden, Germany, May 2006.
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