The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B7. Beijing 2008
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InSAR range changes in the LOS direction decreased from 9.9
mm before correction to 4.1 mm after correction. It is also
shown that the integration of InSAR time series and MERIS
water vapour correction model (i.e. InSAR TS + PWV) is
promising for mapping small deformation signals: (1) it has the
ability to map surface deformation as it evolves in time; and (2)
it is able to separate deformation signals from water vapour
effects without requiring a priori deformation model, which is
the key advantage of the InSAR TS + PWV approach.
It should be noted that MERIS near IR water vapour products
are usable only under cloud-free conditions and 2 ASAR
images were excluded in this study due to the presence of
clouds. Therefore, the temporal resolution (or sampling rate) of
the retrieved deformation time series decreased to some extent,
indicating that water vapour data availability is a limitation of
the InSAR TS + PWV approach. Since Numerical Weather
Models (NWM) can provide estimates of tropospheric path
delays with a global coverage, 24 hours a day in all weather, it
is likely that the use of NWM will expand the application of the
InSAR TS + PWV approach for deformation mapping, which
will be an important issue in future work.
ACKNOWLEDGEMENTS
This work has been carried out within the NERC COMET. The
author is greatly indebted to Eric J. Fielding (JPL), Paul Cross,
Ian Dowman and Ant Sibthorpe (UCL) for their continuous
support and fundamental help during this study. The ENVISAT
ASAR and MERIS data are copyrighted by ESA and were
provided under projects AOE.668 and Cl P.3336.
REFERENCES
Albert, P., Bennartz, R. and Fischer, J., 2001. Remote Sensing
of Atmospheric Water Vapor from Backscattered Sunlight in
Cloudy Atmospheres. Journal of Atmospheric and Oceanic
Technology, 18(6): 865-874.
Argus, D.F., Heflin, M.B., Peltzer, G., Crampe, F. and Webb,
F. H., 2005. Interseismic strain accumulation and anthropogenic
motion in metropolitan Los Angeles. Journal of Geophysical
Research, 110(B4): B04401, 10.1029/2003JB002934.
Bawden, G., Thatcher, W., Stein, R., Hudnut, K. and Peltzer,
G. ,2001. Tectonic contraction across Los Angeles after removal
of groundwater pumping effects. Nature, 412(23): 812-815.
Bennartz, R. and Fischer, J., 2001. Retrieval of columnar water
vapour over land from back-scattered solar radiation using the
Medium Resolution Imaging Spectrometer (MERIS). Remote
Sensing of Environment, 78: 271-280.
Berardino, P., Fomaro, G., Lanari, R. and Sansosti, E., 2002. A
new algorithm for surface deformation monitoring based on
small baseline differential SAR interferograms. IEEE
Transactions Geoscience and Remote Sensing, 40: 2375-2383.
Chen, C.W. and Zebker, H.A., 2000. Network approaches to
two-dimensional phase unwrapping: intractability and two new
algorithms. Journal of the Optical Society of America A-Optics
Image Science and Vision, 17: 401-414.
Dixon, T.H. et al., 2006. Space geodesy: Subsidence and
flooding in New Orleans. Nature, 441: 587-588.
ESA, 2004. MERIS Product Handbook, Issue 1.3.
Farr, T.G. et al., 2007. The Shuttle Radar Topography Mission.
Reviews of Geophysics, 45: RG2004.
Fielding, E.J., Lundgren, P., Li, Z., Funning, G. and Biirgmann,
R., 2006. Post-seismic deformation after the 2003 Bam, Iran
earthquake from time series analysis of Envisat InSAR, the
2006 SSA Annual Meeting, 18-22 Apr 2006, San Francisco, CA.
Fischer, J. and Bennartz, R., 1997. Retrieval of total water
vapour content from MERIS measurements, ESA reference
number PO-TN-MEL-GS-005, ESA-ESTEC, Noordwijk,
Netherlands.
Funning, G.J., Parsons, B., Wright, T.J., Jackson, J.A. and
Fielding, E.J., 2005. Surface displacements and source
parameters of the 2003 Bam (Iran) earthquake from Envisat
advanced synthetic aperture radar imagery. Journal of
Geophysical Research, 110(B9): B09406.
Hanssen, R.F., 2001. Radar interferometry: data interpretation
and error analysis. Kluwer Academic Publishers, Dordrecht,
Netherlands, xviii, 308 pp.
Hoffmann, J. and Zebker, H., 2003. Prospecting for horizontal
surface displacements in Antelope Valley, California using
satellite radar interferometry. Journal of Geophysical Research,
108(F1): 6011.
Hooper, A., Segall, P. and Zebker, H., 2007. Persistent scatterer
interferometric synthetic aperture radar for crustal deformation
analysis, with application to Volcán Alcedo, Galápagos.
Journal of Geophysical Research, 112: B07407.
Li, Z., 2004. Production of Regional 1 km x 1 km Water Vapor
Fields through the Integration of GPS and MÓDIS Data, ION
GNSS 2004, Long Beach, CA, Sep 21-24, pp. 2396 - 2403.
Li, Z., Fielding, E.J., Cross, P. and Muller, J.-P., 2006a.
Interferometric synthetic aperture radar atmospheric correction:
MEdium Resolution Imaging Spectrometer and Advanced
Synthetic Aperture Radar integration. Geophysical Research
Letters, 33: L06816.
Li, Z. et al., 2006b. Assessment of the potential of MERIS near-
infrared water vapour products to correct ASAR interferometric
measurements. International Journal of Remote Sensing, 27(1-
2): 349-365.
Lu, Z. and Danskin, W.R., 2001. InSAR analysis of natural
recharge to define structure of a ground-water basin, San
Bernardino, California. Geophysical Research Letters, 28(13):
2661-2664.
Massonnet, D., Feigl, K., Rossi, M. and Adragna, F., 1994.
Radar interferometric mapping of deformation in the year after
the Landers earthquake. Nature, 369: 227-230.
Massonnet, D. and Feigl, K.L., 1998. Radar interferometry and
its application to changes in the earth's surface. Reviews of
Geophysics, 36(4): 441-500.
Nikolaidis, R., 2002. Observation of Geodetic and Seismic
Deformation with the Global Positioning System. PhD Thesis,
University of California, San Diego, 249 pp.
Panel on Land Subsidence, Committee on Ground Failure
Hazards Mitigation Research, Division of Natural Hazard
Mitigation, National Research Council, 1991. Mitigating Losses
from Land Subsidence in the United States. The National
Academies Press, Washington, D. C., 68 pp.
Perfettini, H. and Avouac, J.-P., 2004. Postseismic relaxation
driven by brittle creep: A possible mechanism to reconcile
geodetic measurements and the decay rate of aftershocks,