SBAS-based satellite orbit correction for the generation of DInSAR time-series: Application to RADARSAT-1 data

IEEE Transactions on Geoscience and Remote Sensing

Volumn 49, Issue 12 PART 2, 2011, Pages 5150-5165

  Pepe, Antonio ^a   Berardino, Paolo ^a   Bonano, Manuela ^a,b   Euillades, Leonardo Daniel ^c   Lanari, Riccardo ^a   Sansosti, Eugenio ^a  

^a IREACNR   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

^c UNIVERSIDAD NACIONAL DE CUYO   (Argentina)

Author keywords

Differential SAR interferometry (DInSAR); orbit correction; RADARSAT 1; Small BAseline Subset (SBAS)

Indexed keywords

AZIMUTH DIRECTION; D-INSAR; DATA SETS; DEFORMATION TIME-SERIES; DIFFERENTIAL INTERFEROGRAMS; DIFFERENTIAL PHASE; DIFFERENTIAL SAR INTERFEROMETRY; INTERFEROGRAMS; ORBIT ESTIMATION; ORBIT INFORMATION; PERPENDICULAR BASELINES; RADARSAT 1; SATELLITE ORBIT; SMALL BASELINE SUBSETS; SMALL BASELINES; SPATIAL COHERENCE; SVD METHOD; SYSTEM OF LINEAR EQUATIONS;

ALGORITHMS; DATA HANDLING; DEFORMATION; ESTIMATION; INTERFEROMETRY; SYNTHETIC APERTURE RADAR;

ORBITS;

ACCURACY ASSESSMENT; ALGORITHM; BASELINE CONDITIONS; DATA SET; ERROR CORRECTION; ORBIT DETERMINATION; RADAR INTERFEROMETRY; RADARSAT; SYNTHETIC APERTURE RADAR; TIME SERIES;

HAWAII [(ISL) HAWAIIAN ISLANDS]; HAWAII [UNITED STATES]; HAWAIIAN ISLANDS; UNITED STATES;

EID: 82155185314     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2011.2155069     Document Type: Article

References (57)

1. D.Massonnet and K. L. Feigl, "Radar interferometry and its application to changes in the earth's surface," Rev. Geophys., vol. 36, no. 4, pp. 441-500, 1998. (Pubitemid 29083897)
2. R. Bürgmann, P. A. Rosen, and E. J. Fielding, "Synthetic aperture radar interferometry to measure Earth's surface topography and its deformation," Annu. Rev. Earth Planet. Sci., vol. 28, pp. 169-209, May 2000.
3. A. K. Gabriel, R. M. Goldstein, and H. A. Zebker, "Mapping small elevation changes over large areas: Differential interferometry," J. Geophys. Res., vol. 94, no. B7, pp. 9183-9191, Mar. 1989.
4. R. Scharroo and P. Visser, "Precise orbit determination and gravity field improvement for the ERS satellites," J. Geophys. Res., vol. 103, no. C4, pp. 8113-8127, Apr. 1998. (Pubitemid 128718257)
5. E. Doornbos, R. Scharroo, H. Klinkrad, R. Zandbergen, and B. Fritsche, "Improved modelling of surface forces in the orbit determination of ERS and ENVISAT," Can. J. Remote Sens., vol. 28, no. 4, pp. 535-543, 2002.
6. F. Covello, F. Battazza, A. Coletta, E. Lopinto, C. Fiorentino, L. Pietranera, G. Valentini, and S. Zoffoli, "COSMO-SkyMed an existing opportunity for observing the Earth," J. Geod., vol. 49, no. 3/4, pp. 171-180, Apr. 2010.
7. R.Werninghaus and S. Buckreuss, "The TerraSAR-X mission and system design," IEEE Geosci. Remote Sens. Lett., vol. 48, no. 2, pp. 606-614, Feb. 2010.
8. L. C. Morena, K. V. James, and J. Beck, "An introduction to the RADARSAT-2 mission," Can. J. Remote Sens., vol. 30, no. 3, pp. 221-234, 2004.
9. P. A. Rosen, S. Hensley, I. R. Joughin, F. K. Li, S. N. Madsen, E. Rodriguez, and R. M. Goldstein, "Synthetic aperture radar interferometry," Proc. IEEE, vol. 88, no. 3, pp. 333-382, Mar. 2000.
10. G. Franceschetti and R. Lanari, Synthetic Aperture Radar Processing. Boca Raton, FL: CRC Press, Mar. 1999.
11. H. A. Zebker and J. Villasenor, "Decorrelation in interferometric radar echoes," IEEE Trans. Geosci. Remote Sens., vol. 30, no. 5, pp. 950-959, Sep. 1992. (Pubitemid 23608390)
12. R. M. Goldstein, "Atmospheric limitations to repeat-track radar interferometry," Geophys. Res. Lett., vol. 22, no. 18, pp. 2517-2520, Sep. 1995.
13. F. Amelung, D. L. Galloway, J.W. Bell, H. A. Zebker, and R. J. Laczniak, "Sensing the ups and downs of Las Vegas: InSAR reveals structural control of land subsidence and aquifer-system deformation," Geology, vol. 27, no. 6, pp. 483-486, Jun. 1999. (Pubitemid 29483681)
14. G. Peltzer, F. Crampe, S. Hensley, and P. Rosen, "Transient strain accumulation and fault interaction in the Eastern California shear zone," Geology, vol. 29, no. 11, pp. 975-978, Nov. 2001. (Pubitemid 35374837)
15. M. E. Pritchard, M. Simons, P. A. Rosen, S. Hensley, and F. H. Webb, "Co-seismic slip from the 1995 July 30 Mw = 8.1 Antofagasta, Chile, earthquake as constrained by InSAR and GPS observations," Geophys. J. Int., vol. 150, no. 2, pp. 362-376, Aug. 2002. (Pubitemid 34842577)
16. T. J. Wright, B. Parsons, P. C. England, and E. J. Fielding, "InSAR observations of low slip rates on the major faults of western Tibet," Science, vol. 305, no. 5681, pp. 236-239, Jul. 2004. (Pubitemid 38886735)
17. F. Amelung, S. H. Yun, T. R. Walter, P. Segall, and S. W. Kim, "Stress control of deep rift intrusion at Mauna Loa Volcano, Hawaii," Science, vol. 316, no. 5827, pp. 1026-1030, May 2007. (Pubitemid 46799489)
18. S. Knedlik, O. Loffeld, A. Hein, and C. Arndt, "A novel approach to accurate baseline estimation," in Proc. IGARSS, Hamburg, Germany, 1999, vol. 1, pp. 254-256. (Pubitemid 30538901)
19. P. A. Rosen, S. Hensley, G. Peltzer, and M. Simons, "Updated repeat orbit interferometry package released," Eos, vol. 85, no. 5, p. 47, Feb. 2004.
20. P. A. Rosen and P. Persaud, ROIPAC Documentation: Repeat Orbit Interferometry Package, May 2000. [Online]. Available: www.geo.cornell.edu/eas/ PeoplePlaces/Faculty/matt/ROIPAC-doc.pdf
21. A. O. Kohlhase, K. L. Feigl, and D. Massonnet, "Applying differential InSAR to orbital dynamics: A new approach for estimating ERS trajectories," J. Geod., vol. 77, no. 9, pp. 493-502, Dec. 2003. (Pubitemid 38498224)
22. 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. (Pubitemid 32191279)
23. P. Lundgren, S. Usai, E. Sansosti, R. Lanari, M. Tesauro, G. Fornaro, and P. Berardino, "Modeling surface deformation observed with synthetic aperture radar interferometry at Campi Flegrei caldera," J. Geophys. Res., vol. 106, no. B9, pp. 19 355-19 366, Sep. 2001.
24. P. Berardino, G. Fornaro, R. Lanari, and E. Sansosti, "A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 11, pp. 2375-2383, Nov. 2002.
25. C. Werner, U. Wegmüller, T. Strozzi, and A. Wiesmann, "Interferometric point target analysis for deformation mapping," in Proc. IGARSS, Toulouse, France, 2003, vol. 7, pp. 4362-4364.
26. D. A. Schmidt and R. Burgmann, "Time-dependent land uplift and subsidence in the Santa Clara valley, California, from a large interferometric synthetic aperture radar data set," J. Geophys. Res., vol. 108, no. B9, p. 2416, Sep. 2003. doi:10.1029/2002JB002267.
27. O. Mora, J. J. Mallorquí, and A. Broquetas, "Linear and nonlinear terrain deformation maps from a reduced set of interferometric SAR images," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 10, pp. 2243-2253, Oct. 2003.
28. R. Lanari, O. Mora, M. Manunta, J. J. Mallorquì, P. Berardino, and E. Sansosti, "A small baseline approach for investigating deformation on full resolution differential SAR interferograms," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 7, pp. 1377-1386, Jul. 2004.
29. A. Hooper, H. Zebker, P. Segall, and B. Kampes, "A new method for measuring deformation on volcanoes and other natural terrains using InSAR persistent scatterers," Geophys. Res. Lett., vol. 31, p. L23 611, Dec. 2004. doi:10.1029/2004GL021737. (Pubitemid 40482462)
30. M. Crosetto, E. Biescas, J. Duro, J. Closa, and A. Arnaud, "A generation of advanced ERS and Envisat interferometric SAR products using the stable point network technique," Photogramm. Eng. Remote Sens., vol. 74, no. 4, pp. 443-450, Apr. 2008. (Pubitemid 351466474)
31. A. Hooper, "A multi-temporal InSAR method incorporating both persistent scatterer and small baseline approaches," Geophys. Res. Lett., vol. 35, p. L16 302, Aug. 2008., doi: 10.1029/2008GL034654.
32. C. Prati, A. Ferretti, and D. Perissin, "Recent advances on surface ground deformation measurement by means of repeated space-borne SAR observations," J. Geod., vol. 49, no. 3/4, pp. 161-170, Apr. 2010.
33. R. Lanari, F. Casu, M. Manzo, G. Zeni, P. Berardino, M. Manunta, and A. Pepe, "An overview of the small baseline subset algorithm: A DInSAR technique for surface deformation analysis," Pure Appl. Geophys., vol. 164, no. 4, pp. 637-661, Apr. 2007. (Pubitemid 46772793)
34. R. Lanari, P. Lundgren, M. Manzo, and F. Casu, "Satellite radar interferometry time series analysis of surface deformation for Los Angeles, California," Geophys. Res. Lett., vol. 31, p. L23 613, 2004., doi: 10.1029/2004GL021294. (Pubitemid 40482464)
35. A. Borgia, P. Tizzani, G. Solaro, M. Manzo, F. Casu, G. Luongo, A. Pepe, P. Berardino, G. Fornaro, E. Sansosti, G. P. Ricciardi, N. Fusi, G. Di Donna, and R. Lanari, "Volcanic spreading of Vesuvius, a new paradigm for interpreting its volcanic activity," Geophys. Res. Lett., vol. 32, p. L03 303, Feb. 2005., doi: 10.1029/2004GL022155. (Pubitemid 40578629)
36. M. Manzo, G. P. Ricciardi, F. Casu, G. Ventura, G. Zeni, S. Borgstrom, P. Berardino, C. Del Gaudio, and R. Lanari, "Surface deformation analysis in the Ischia Island (Italy) based on spaceborne radar interferometry," J. Volcanol. Geotherm. Res., vol. 151, no. 4, pp. 399-416, Mar. 2006. (Pubitemid 43286441)
37. P. Tizzani, P. Berardino, F. Casu, P. Euillades, M. Manzo, G. P. Ricciardi, G. Zeni, and R. Lanari, "Surface deformation of Long Valley Caldera and Mono Basin, California, investigated with the SBAS-InSAR approach," Remote Sens. Environ., vol. 108, no. 3, pp. 277-289, Jun. 2007. (Pubitemid 46669601)
38. R. Lanari, F. Casu, M. Manzo, and P. Lundgren, "Application of the SBAS-DInSAR technique to fault creep: A case study of the Hayward fault, California," Remote Sens. Environ., vol. 109, no. 1, pp. 20-28, Jul. 2007. (Pubitemid 46776736)
39. N. Gourmelen, F. Amelung, F. Casu, M. Manzo, and R. Lanari, "Miningrelated ground deformation in Crescent Valley, Nevada: Implications for sparse GPS networks," Geophys. Res. Lett., vol. 34, no. 9, p. L09 309, May 2007.
40. M. Manunta, M. Marsella, G. Zeni, M. Sciotti, S. Atzori, and R. Lanari, "Two-scale surface deformation analysis using the SBASDInSAR technique: A case study of the city of Rome, Italy," Int. J. Remote Sens., vol. 29, no. 6, pp. 1665-1684, Mar. 2008. (Pubitemid 351338294)
41. E. Trasatti, F. Casu, C. Giunchi, S. Pepe, G. Solaro, S. Tagliaventi, P. Berardino, M. Manzo, A. Pepe, G. P. Ricciardi, E. Sansosti, P. Tizzani, G. Zeni, and R. Lanari, "The 2004-2006 uplift episode at Campi Flegrei caldera (Italy): Constraints from SBAS-DInSAR ENVISAT data and Bayesian source inference," Geophys. Res. Lett., vol. 35, no. 7, p. L07 308, Apr. 2008.
42. P. Tizzani, M. Battaglia, G. Zeni, S. Atzori, P. Berardino, and R. Lanari, "Uplift and magma intrusion at Long Valley caldera from InSAR and gravity measurements," Geology, vol. 37, no. 1, pp. 63-66, Jan. 2009.
43. M. Neri, F. Casu, V. Acocella, G. Solaro, S. Pepe, P. Berardino, E. Sansosti, T. Caltabiano, and P. Lundgren, "Deformation and eruptions at Mt. Etna (Italy): A lesson from 15 years of observations," Geophys. Res. Lett., vol. 36, p. L02 309, Jan. 2009.
44. J. Fernandez, P. Tizzani, M. Manzo, A. Borgia, P. J. Gonzales, J. Marti, A. Pepe, A. G. Camacho, F. Casu, P. Berardino, J. F. Prieto, and R. Lanari, "Gravity-driven deformation of Tenerife measured by InSAR time series analysis," Geophys. Res. Lett., vol. 36, p. L04 306, Feb. 2009.
45. J. Hunstad, A. Pepe, S. Atzori, C. Tolomei, S. Salvi, and R. Lanari, "Surface deformation in the Abruzzi region, Central Italy, from multitemporal DInSAR analysis," Geophys. J. Int., vol. 178, no. 2, pp. 1193-1197, Sep. 2009.
46. J. Ruch, A. Manconi, G. Zeni, G. Solaro, A. Pepe, M. Shirzaei, T. R. Walter, and R. Lanari, "Stress transfer in the Lazufre volcanic area, central Andes," Geophys. Res. Lett., vol. 36, no. 6, p. L22 303, Nov. 2009.
47. S. Parashar, E. Langham, J. McNally, and S. Ahmed, "RADARSAT mission requirements and concept," Can. J. Remote Sens., vol. 19, no. 4, pp. 280-288, Nov. 1993.
48. B. Rabus, C. Werner, U. Wegmueller, and A. McCardle, " Interferometric point target analysis of RADARSAT-1 data for deformation monitoring at the Belridge/Lost Hills oil fields," in Proc. IGARSS, Anchorage, AK, 2004, vol. 4, pp. 2611-2613. (Pubitemid 40437974)
49. C. Prati, F. Rocca, and A. Ferretti, "Requirements for a space mission for DInSAR and PS analysis based on past and present missions," in Proc. IGARSS, Anchorage, AK, 2004, vol. 3, pp. 1695-1698. (Pubitemid 40438068)
50. F. Casu, M. Manzo, and R. Lanari, "A quantitative assessment of the SBAS algorithm performance for surface deformation retrieval from DInSAR data," Remote Sens. Environ., vol. 102, no. 3/4, pp. 195-210, Jun. 2006. (Pubitemid 43776712)
51. J. Biggs, T. Wright, Z. Lu, and B. Parsons, "Multi-interferogram method for measuring interseismic deformation: Denali fault, Alaska," Geophys. J. Int., vol. 170, no. 3, pp. 1165-1179, Sep. 2007. (Pubitemid 47299478)
52. Y. Fialko, "Interseismic strain accumulation and the earthquake potential on the southern San Andreas fault system," Nature, vol. 441, no. 7096, pp. 968-971, Jun. 2006. (Pubitemid 43980348)
53. R. Burgmann, G. Hilley, A. Ferretti, and F. Novali, "Resolving vertical tectonics in the San Francisco Bay area from permanent scatterer InSAR and GPS analysis," Geology, vol. 34, no. 3, pp. 221-224, Mar. 2006.
54. N. Gourmelen, F. Amelung, and R. Lanari, "InSAR-GPS Integration: Inter-seismic strain accumulation across the hunter mountain fault in the eastern California shear zone," J. Geophys. Res., vol. 115, p. B09 408, 2010., doi: 10.1029/2009JB007064.
55. H. A. Zebker and R. M. Goldstein, "Topographic mapping from interferometric SAR observations," J. Geophys. Res., vol. 91, no. B5, pp. 4993-4999, Apr. 1986.
56. E. Sansosti, "A simple and exact solution for the interferometric and stereo SAR geolocation problem," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 8, pp. 1625-1634, Aug. 2004.
57. E. Sansosti, P. Berardino, M. Manunta, F. Serafino, and G. Fornaro, "Geometrical SAR image registration," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2861-2870, Oct. 2006.