A methodology for improving landslide PSI data analysis

International Journal of Remote Sensing

Volumn 35, Issue 6, 2014, Pages 2186-2214

  Notti, Davide ^a,b   Herrera, Gerardo ^b   Bianchini, Silvia ^b,c   Meisina, Claudia ^a   García Davalillo, Juan Carlos ^b   Zucca, Francesco ^a  

^a UNIVERSITY OF PAVIA   (Italy)

^b INSTITUTO GEOLÓGICO Y MINERO DE ESPAÑA   (Spain)

^c UNIVERSITY OF FLORENCE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; GEODETIC SATELLITES; INFORMATION ANALYSIS; INTERFEROMETRY;

LINE OF SIGHT; MOUNTAINOUS ENVIRONMENT; PERMANENT SCATTERER INTERFEROMETRIES; PERSISTENT SCATTERER INTERFEROMETRY (PSI); PERSISTENT SCATTERERS; POSTPROCESSING METHODS; STABILITY THRESHOLDS; VERTICAL COMPONENT;

LANDSLIDES;

DATA ASSIMILATION; INTERFEROMETRY; LANDSLIDE; MONITORING; SATELLITE; STABILITY ANALYSIS; SYNTHETIC APERTURE RADAR;

ITALY; SPAIN;

EID: 84896847788     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2014.889864     Document Type: Article

References (41)

1. Arnaud, A., N. Adam, R. Hanssen, J. Inglada, J. Duro, J. Closa, and M. Eineder. 2003. "ASAR ERS Interferometric Phase Continuity." Geoscience and Remote Sensing Symposium, 2003. IGARSS'03. Proceedings. 2003 IEEE International, 21-25 July 2003 2: 1133-1135.
2. Berardino, P., G. Fornaro, R. Lanari, and E. Sansosti. 2002. "A New Algorithm for Surface Deformation Monitoring Based on Small Baseline Differential SAR Interferograms." IEEE Transactions on Geoscience and Remote Sensing 40 (11): 2375-2383. doi:10.1109/TGRS.2002.803792.
3. Bianchini, S., F. Cigna, G. Righini, C. Proietti, and N. Casagli. 2012. "Landslide Hotspot Mapping by Means of Persistent Scatterer Interferometry." Environmental Earth Sciences 67: 1155-1172. doi:10.1007/s12665-012-1559-5.
4. Blanco-Sanchez, P., J. J. Mallorquí, S. Duque, and D. Monells. 2008. "The Coherent Pixels Technique (CPT): An Advanced DInSAR Technique for Nonlinear Deformation Monitoring." Pure and Applied Geophysics 165: 1167-1193. doi:10.1007/s00024-008-0352-6.
5. Bovenga, F., J. Wasowski, D. O. Nitti, R. Nutricato, and M. T. Chiaradia. 2012. "Using COSMO/SkyMed X-band and ENVISAT C-band SAR Interferometry for Landslides Analysis." Remote Sensing of Environment 119: 272-285. doi:10.1016/j.rse.2011.12.013.
6. Cascini, L., G. Fornaro, and D. Peduto. 2010. "Advanced Low- and Full-Resolution DInSAR Map Generation for Slow-moving Landslide Analysis at Different Scales." Engineering Geology 112 (1-4): 29-42. ISSN 0013-7952. doi:10.1016/j.enggeo.2010.01.003.
7. Cigna, F., S. Bianchini, and N. Casagli. 2013. "How to Assess Landslide Activity and Intensity with Persistent Scatterer Interferometry (PSI): The PSI-based Matrix Approach." Landslides 10 (3): 267-283. doi:10.1007/s10346-012-0335-7.
8. Colesanti, C., and J. Wasowski. 2006. "Investigating Landslides with Space-Borne Synthetic Aperture Radar (SAR) Interferometry." Engineering Geology 88: 173-199. doi:10.1016/j.enggeo.2006.09.013.
9. Colombo, A., L. Mallen, R. Pispico, C. Giannico, M. Bianchi, and G. Savio. 2007. "Mappatura regionale delle aree monitorabili mediante l'uso della tecnica PS." Proceedings of 10° National Conference ASITA, Bolzano, November 14-17, 2006.
10. Cruden, D. M., and D. J. Varnes. 1996. "Landslide Types and Processes." In Landslides, Investigation and Mitigation, Special Report 247, edited by A. K. Turner and R. L. Schuster, 36-75. Transportation Research Board, National Research Council. Washington, DC: National Academy Press.
11. Duro, J., J. Closa, E. Biescas, M. Crosetto, and A. Arnaud. 2005. "High Resolution Differential Interferometry Using Time Series of ERS and ENVISAT SAR Data." Proceedings 6th Geomatic Week Conference, Barcelona, February 8-11.
12. Farina, P., D. Colombo, A. Fumagalli, F. Marks, and S. Moretti. 2006. "Permanent Scatterers for Landslide Investigations: Outcomes from the ESA-SLAM Project." Engineering Geology 88 (3-4): 200-217.
13. Ferretti, A., A. Fumagalli, F. Novali, C. Prati, F. Rocca, and A. Rucci. 2011. "A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR." IEEE Transactions on Geoscience and Remote Sensing 49 (9): 3460-3470. doi:10.1109/TGRS.2011.2124465.
14. Ferretti, A., C. Prati, and F. Rocca. 2001. "Permanent Scatterers in SAR Interferometry." IEEE Transactions on Geoscience and Remote Sensing 39 (1): 8-20. doi:10.1109/36.898661.
15. Gabriel, A. K., R. M. Goldstein, and H. A. Zebker. 1989. "Mapping Small Elevation Changes over Large Areas: Differential Radar Interferometry." Journal of Geophysical Research: Solid Earth (1978-2012) 94 (B7): 9183-9191.
16. García-Davalillo, J. C., G. Herrera, D. Notti, and T. Strozzi. 2013. "DInSAR Analysis of ALOS PALSAR Images for the Assessment of Very Slow Landslides: The Tena Valley Case Study." Landslides. doi:10.1007/s10346-012-0379-8.
17. García-Ruiz, J. M., J. Chueca, and A. Julián. 2004. "Los movimientos en masa del alto gállego." In Geografía física de aragón. aspectos generales y temáticos, edited by J. L. Peña, L. A. Longares, and M. Sánchez, 142-152. Zaragozza: Universidad de Zaragoza e Institución Fernando el Católico. ISBN: 84-96214-29-X.
18. Guzzetti, F., M. Manunta, F. Ardizzone, A. Pepe, M. Cardinali, and G. Zeni. 2009. "Analysis of Ground Deformation Detected Using the SBAS-DInSAR Technique in Umbria, Central Italy." Pure and Applied Geophysics 166: 1425-1459. doi:10.1007/s00024-009-0491-4.
19. Hein, A. 2004. Processing of SAR Data, 70-71. Berlin: Springer-Verlag.
20. Herrera, G., J. C. García-Davalillo, J. Mulas, G. Cooksley, O. Monserrat, and V. Pancioli. 2009. "Mapping and Monitoring Geomorphological Processes in Mountainous Areas Using PSI Data: Central Pyrenees Case Study." Natural Hazards and Earth System Sciences 9: 1587-1598. doi:10.5194/nhess-9-1587-2009.
21. Herrera, G., F. Gutierrez, J. C. García-Davalillo, J. Guerrero, D. Notti, J. P. Galve, J. Fernández-Merodo, and G. Cooksley. 2013. "Multi-Sensor Advanced DInSAR Monitoring of Very Slow Landslides: The Tena Valley Case Study (Central Spanish Pyrenees)." Remote Sensing of Environment 128: 31-43. doi:10.1016/j.rse.2012.09.020.
22. Herrera, G., D. Notti, J. C. García-Davalillo, O. Mora, G. Cooksley, M. Sánchez, A. Arnaud, and M. Crosetto. 2011. "Analysis with C- and X-band Satellite SAR Data of the Portalet Landslide Area." Landslides 8 (2): 195-206. doi:10.1007/s10346-010-0239-3.
23. Lauknes, T. R., A. Piyush Shanker, J. F. Dehls, H. A. Zebker, I. H. C. Henderson, and Y. Larsen. 2010. "Detailed Rockslide Mapping in Northern Norway with Small Baseline and Persistent Scatterer Interferometric SAR Time Series Methods." Remote Sensing of Environment 114 (9): 2097-2109. doi:10.1016/j.rse.2010.04.015.
24. Liao, M. S., J. Tang, T. Wang, T. Balz, and L. Zhang. 2012. "Landslide Monitoring with High-Resolution SAR Data in the Three Gorges Region." Science China Earth Sciences 55: 590-601. doi:10.1007/s11430-011-4259-1.
25. Lu, P., N. Casagli, F. Catani, and V. Tofani. 2012. "Persistent Scatterers Interferometry Hotspot and Cluster Analysis (PSI-HCA) for Detection of Extremely Slow-Moving Landslides." International Journal of Remote Sensing 33 (2): 466-489. doi:10.1080/01431161.2010.536185.
26. Manzo, M., G. P. Ricciardi, F. Casu, G. Ventura, G. Zeni, S. Borgstrom, P. Berardino, C. Del Gaudio, and R. Lanari. 2006. "Surface Deformation Analysis in the Ischia Island (Italy) Based on Spaceborne Radar Interferometry." Journal of Volcanology and Geothermal Research 151: 399-416. doi:10.1016/j.jvolgeores.2005.09.010.
27. Meisina, C., F. Zucca, D. Fossati, M. Ceriani, and J. Allievi. 2006. "Ground Deformation Monitoring by Using the Permanent Scatterers Technique: The Example of the Oltrepo Pavese (Lombardy, Italy)." Engineering Geology 88 (3-4): 240-259.
28. Meisina, C., F. Zucca, D. Notti, A. Colombo, A. Cucchi, G. Savio, C. Giannico, and M. Bianchi. 2008. "Geological Interpretation of PSInSAR Data at Regional Scale." Sensors 8 (11): 7469-7492. doi:10.3390/s8117469.
29. Mora, O., J. J. Mallorqui, and A. Broquetas. 2003. "Linear and Nonlinear Terrain Deformation Maps from a Reduced Set of Interferometric SAR Images." IEEE Transactions on Geoscience and Remote Sensing 41 (10): 2243-2253.
30. Notti, D., J. C. García-Davalillo, G. Herrera, and O. Mora. 2010. "Assessment of the Performance of X-band Satellite Radar Data for Landslide Mapping and Monitoring: Upper Tena Valley Case Study." Natural Hazards and Earth System Sciences 10: 1865-1875. doi:10.5194/nhess-10-1865-2010.
31. Notti, D., C. Meisina, F. Zucca, and A. Colombo. 2011. "Models to Predict Persistent Scatterers Data Distribution and Their Capacity to Register Movement Along the Slope." Proceedings of Fringe 2011 Workshop, ESRIN, Frascati, September, 17-23.
32. Notti, D., C. Meisina, F. Zucca, A. Colombo, A. Cucchi, and F. Poggi. 2012. "Pro and Cons of Non-Linear SqueeSAR Time Series Compared with Other Monitoring Systems in Landslides Study." Geophysical Research Abstracts 14: EGU2012-8599.
33. Plank, S., J. Singer, C. Minet, and K. Thuro. 2012. "Pre-Survey Suitability Evaluation of the Differential Synthetic Aperture Radar Interferometry Method for Landslide Monitoring." International Journal of Remote Sensing 33 (20): 6623-6637. doi:10.1080/01431161.2012.693646.
34. Proietti, C., G. Righini, F. Cigna, V. Pancioli, and N. Casagli. 2009. Linee Guida per l'analisi di dati interferometrici satellitari in aree soggette a dissesti idrogeologici" nell'ambito di progetto del Piano Straordinario di Telerilevamento Ambientale (PST-A). Editor: Ministero della Tutela del Territorio e del Mare (MATTM), Rome.
35. Raspini, F., F. Cigna, and S. Moretti. 2012. "Multi-Temporal Mapping of Land Subsidence at Basin Scale Exploiting Persistent Scatterer Interferometry: Case Study of Gioia Tauro Plain (Italy)." Journal of Maps. doi:10.1080/17445647.2012.743440.
36. Ríos-Aragüés, L. M., J. M. Galera-Fernández, and D. Barettino-Fraile. 1987. Mapa Geológico de España escala 1:50.000 (MAGNA) N 145-Sallent. Madrid: Instituto Geológico y Minero de España.
37. Rott, H., and T. Nagler. 2006. "The Contribution of Radar Interferometry to the Assessment of Landslide Hazards." Advances in Space Research 37: 710-719. doi:10.1016/j.asr.2005.06.059.
38. Strozzi, T., P. Farina, A. Corsini, C. Ambrosi, M. Thüring, J. Zilger, A. Wiesmann, U. Wegmüller, and C. Werner. 2005. "Survey and Monitoring of Landslide Displacements by Means of L-Band Satellite SAR Interferometry." Landslides 2 (3): 193-201. doi:10.1007/s10346-005-0003-2.
39. Tamburini, A., M. Bianchi, C. Giannico, and F. Novali. 2010. "Retrieving Surface Deformation by PSInSAR™ Technology: A Powerful Tool in Reservoir Monitoring." International Journal of Greenhouse Gas Control 4 (6): 928-937.
40. Yin, Y., W. Zheng, Y. Liu, J. Zhang, and X. Li. 2010. "Integration of GPS with InSAR to Monitoring of the Jiaju Landslide in Sichuan, China." Landslides 7: 359-365. doi:10.1007/s10346-010-0225-9.
41. Zhao, C., L. Zhong, Q. Zhang, and J. De La Fuente. 2012. "Large-Area Landslide Detection and Monitoring with ALOS/PALSAR Imagery Data over Northern California and Southern Oregon, USA." Remote Sensing of Environment 124: 348-359. doi:10.1016/j.rse.2012.05.025.