7,122
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Italian COSMO-SkyMed atlas: R-Index and the percentage of measurability of movement

ORCID Icon, ORCID Icon, & ORCID Icon
Article: 2312705 | Received 09 Oct 2023, Accepted 28 Jan 2024, Published online: 12 Feb 2024

References

  • Ammirati, L., N. Mondillo, R. A. Rodas, C. Sellers, and D. Di Martire. 2020. “Monitoring Land Surface Deformation Associated with Gold Artisanal Mining in the Zaruma City (Ecuador).” Remote Sensing 12 (13): 2135. https://doi.org/10.3390/rs12132135.
  • Battagliere, M. L., M. Virelli, F. Lenti, D. Lauretta, and A. Coletta. 2019. “A Review of the Exploitation of the Operational Mission COSMO-Skymed: Global Trends (2014-2017).” Space Policy 48 (May 1): 60–45. https://doi.org/10.1016/j.spacepol.2019.01.003.
  • Boni, G., L. Ferraris, L. Pulvirenti, G. Squicciarino, N. Pierdicca, L. Candela, A. R. Pisani, et al. 2016. “A Prototype System for Flood Monitoring Based on Flood Forecast Combined with COSMO-Skymed and Sentinel-1 Data.” IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing 9 (6): 2794–2805. https://doi.org/10.1109/JSTARS.2016.2514402.
  • Bovenga, F., L. Candela, F. Casu, G. Fornaro, F. Guzzetti, R. Lanari, D. O. Nitti, R. Nutricato, and D. Reale. 2010. The COSMO SkyMed Constellation Turn on the l’Aquila Earthquake: DInSAR Results of the MORFEO Project. In 2010 IEEE International Geoscience and Remote Sensing Symposium, Honolulu, HI, USA, 4803–4806. IEEE.
  • 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. https://doi.org/10.1016/j.rse.2011.12.013.
  • Caló, F., D. Notti, J. P. Galve, S. Abdikan, T. Görüm, A. Pepe, and F. Balik Şanli. 2017. “DInSAR-Based Detection of Land Subsidence and Correlation with Groundwater Depletion in Konya Plain, Turkey.” Remote Sensing 9 (1): 83. https://doi.org/10.3390/rs9010083.
  • Caltagirone, F., G. De Luca, F. Covello, G. Marano, G. Angino, and M. Piemontese. 2010. Status, Results, Potentiality and Evolution of COSMO-Skymed, the Italian Earth Observation Constellation for Risk Management and Security. In 2010 IEEE International Geoscience and Remote Sensing Symposium, Honolulu, HI, USA, 4393–4396.
  • Carnemolla, F., G. De Guidi, A. Bondorte, F. Brighenti, and P. Briole. 2023. “The Ground Deformation of the South-Eastern Flank of Mount Etna Monitored by GNSS and SAR Interferometry from 2016 to 2019.” Geophysical Journal International 234 (1): 664–682. https://doi.org/10.1093/gji/ggad088.
  • Chini, M., L. Pulvirenti, and N. Pierdicca. 2012. “Analysis and Interpretation of the COSMO-Skymed Observations of the 2011 Japan Tsunami.” IEEE Geoscience and Remote Sensing Letters 9 (3): 467–471. https://doi.org/10.1109/LGRS.2011.2182495.
  • Ciappa, A., L. Pietranera, and F. Battazza. 2010. “Perito Moreno Glacier (Argentina) Flow Estimation by COSMO SkyMed Sequence of High-Resolution SAR-X Imagery.” Remote Sensing of Environment 114 (9): 2088–2096. ISSN 0034-4257. https://doi.org/10.1016/j.rse.2010.04.014.
  • Ciervo, F., G. Rianna, P. Mercogliano, and M. N. Papa. 2017. “Effects of Climate Change on Shallow Landslides in a Small Coastal Catchment in Southern Italy.” Landslides 14 (3): 1043–1055. https://doi.org/10.1007/s10346-016-0743-1.
  • Cigna, F., R. Lasaponara, N. Masini, P. Milillo, and D. Tapete. 2014. “Persistent Scatterer Interferometry Processing of COSMO-Skymed StripMap HIMAGE Time Series to Depict Deformation of the Historic Centre of Rome, Italy.” Remote Sensing 6 (12): 12593–12618. https://doi.org/10.3390/rs61212593.
  • Colesanti, C., and J. Wasowski. 2006. “Investigating Landslides with Space-Borne Synthetic Aperture Radar (SAR) Interferometry.” Engineering Geology 88 (3): 173–199. https://doi.org/10.1016/j.enggeo.2006.09.013.
  • Confuorto, P., D. Di Martire, G. Centolanza, R. Iglesias, J. J. Mallorqui, A. Novellino, S. Plank, M. Ramondini, K. Thuro, and D. Calcaterra. 2017. “Post-Failure Evolution Analysis of a Rainfall-Triggered Landslide by Multi-Temporal Interferometry SAR Approaches Integrated with Geotechnical Analysis.” Remote Sensing of Environment 188 (1), (January): 51–72. https://doi.org/10.1016/j.rse.2016.11.002.
  • Costabile, S. 2010. “The National Geoportal: The Not-Ordinary Plan of Environmental Remote Sensing (In Italian).” GEOmedia 14:3.
  • Costantini, M., J. Bai, F. Malvarosa, F. Minati, F. Vecchioli, R. Wang, Q. Hu, J. Xiao, and J. Li. 2016. Ground Deformations and Building Stability Monitoring by COSMO-Skymed PSP SAR Interferometry: Results and Validation with Field Measurements and Surveys. In 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 6847–6850. IEEE.
  • Costantini, M., A. Ferretti, F. Minati, S. Falco, F. Trillo, D. Colombo, F. Novali, et al. 2017. “Analysis of Surface Deformations Over the Whole Italian Territory by Interferometric Processing of ERS, Envisat and COSMO-Skymed Radar Data.” Remote Sensing of Environment 202:250–275. December 1. https://doi.org/10.1016/j.rse.2017.07.017. Big Remotely Sensed Data: Tools, Applications and Experiences.
  • Costantini, M., F. Malvarosa, F. Minati, and F. Vecchioli. 2012. Multi-Scale and Block Decomposition Methods for Finite Difference Integration and Phase Unwrapping of Very Large Datasets in High Resolution SAR Interferometry. In 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany, 5574–5577. IEEE.
  • Costantini, M., F. Minati, F. Trillo, A. Ferretti, E. Passera, A. Rucci, J. Dehls. 2022. EGMS: Europe-Wide Ground Motion Monitoring Based on Full Resolution Insar Processing of All Sentinel-1 Acquisitions. In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 5093–5096.
  • Covello, F., F. Battazza, A. Coletta, E. Lopinto, C. Fiorentino, L. Pietranera, G. Valentini, and S. Zoffoli. 2010. “COSMO-Skymed an Existing Opportunity for Observing the Earth.” Journal of Geodynamics Volume 49 (3–4): 171–180. ISSN 0264-3707. https://doi.org/10.1016/j.jog.2010.01.001.
  • Crosetto, M., O. Monserrat, R. Iglesias, and B. Crippa. 2010. “Persistent Scatterer Interferometry.” Photogrammetric Engineering & Remote Sensing 76 (no. 9), (September 1): 1061–1069. https://doi.org/10.14358/PERS.76.9.1061.
  • Del Soldato, M., L. Solari, A. Novellino, O. Monserrat, and F. Raspini. 2021. “A New Set of Tools for the Generation of InSAR Visibility Maps Over Wide Areas.” Geosciences 2021 (6): 11, 229. https://doi.org/10.3390/geosciences11060229.
  • Dey, T. K., K. Biswas, D. Chakravarty, A. Misra, and B. Samanta. 2019. Spatio-Temporal Subsidence Estimation of Jharia Coal Field, India Using SBAS-Dinsar with Cosmo-Skymed Data. In IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, 2123–2126. IEEE.
  • Di Martire, D., M. Paci, P. Confuorto, S. Costabile, F. Gustaferro, A. Verta, and D. Calcaterra 2017. “A Nation-Wide System for Landslide Mapping and Risk Management in Italy: The Second Not-Ordinary Plan of Environmental Remote Sensing.” International Journal of Applied Earth Observation and Geoinformation 63:143–157. https://doi.org/10.1016/j.jag.2017.07.018.
  • Di Napoli, M., D. Di Martire, G. Bausilio, D. Calcaterra, P. Confuorto, M. Firpo, G. Pepe, and A. Cevasco. 2021. “Rainfall-Induced Shallow Landslide Detachment, Transit and Runout Susceptibility Mapping by Integrating Machine Learning Techniques and GIS-Based Approaches.” Water 13 (4): 488. https://doi.org/10.3390/w13040488.
  • Duro, J., D. Albiol, O. Mora, and B. Payàs, 2013. Application of Advanced InSAR Techniques for the Measurement of Vertical and Horizontal Ground Motion in Longwall Minings. Resource Operators Conference (January 1). https://ro.uow.edu.au/coal/442.
  • Esposito, C., N. Belcecchi, F. Bozzano, A. Brunetti, G. M. Marmoni, P. Mazzanti, S. Romeo, F. Cammillozzi, G. Cecchini, and M. Spizzirri. 2021. “Integration of Satellite-Based A-DInSAR and Geological Modeling Supporting the Prevention from Anthropogenic Sinkholes: A Case Study in the Urban Area of Rome.” Geomatics, Natural Hazards and Risk 12 (no. 1), (January 1): 2835–2864. https://doi.org/10.1080/19475705.2021.1978562.
  • ESRI Inc. 2016. ArcMap (Version 10.5). Environmental Systems Research Institute.
  • Ferretti, A., C. Prati, and F. Rocca. 2001. “Permanent scatterers in SAR interferometry.” IEEE Transactions on Geoscience and Remote Sensing 39 (1): 8–20. https://doi.org/10.1109/36.898661.
  • Fielding, E. J., M. Simons, S. Owen, P. Lundgren, H. Hua, P. Agram, Z. Liu, et al. 2014. “Rapid Imaging of Earthquake Ruptures with Combined Geodetic and Seismic Analysis.” Procedia Technology 16:876–885. https://doi.org/10.1016/j.protcy.2014.10.038.
  • Franceschetti, G., and R. Lanari. 1999. Synthetic Aperture Radar Processing. Boca Raton: CRC Press.
  • Fusco, F., R. Tufano, P. De Vita, D. Di Martire, M. Di Napoli, L. Guerriero, F. A. Mileti, F. Terribile, and D. Calcaterra. 2023. “A Revised Landslide Inventory of the Campania Region (Italy).” Scientific Data 10 (1): 355. https://doi.org/10.1038/s41597-023-02155-6.
  • Galve, J. P., C. Castañeda, F. Gutiérrez, and G. Herrera. 2015. “Assessing Sinkhole Activity in the Ebro Valley Mantled Evaporite Karst Using Advanced DInSAR. Geomorphology 229.” Karst Geomorphology: From Hydrological Functioning to Palaeoenvironmental Reconstructions (January 15:30–44. https://doi.org/10.1016/j.geomorph.2014.07.035.
  • García-Davalillo, J. C., G. Herrera, D. Notti, T. Strozzi, and I. Álvarez-Fernández. 2014. “DInSAR Analysis of ALOS PALSAR Images for the Assessment of Very Slow Landslides: The Tena Valley Case Study.” Landslides 11 (no. 2), (April 1): 225–246. https://doi.org/10.1007/s10346-012-0379-8.
  • Geudtner, D., R. Winter, and P. W. Vachon. 1996. Flood Monitoring Using ERS-1 SAR Interferometry Coherence Maps. In IGARSS ’96. 1996 International Geoscience and Remote Sensing Symposium, Lincoln, NE, USA , Vol. 2, 966–968.
  • Giardina, G., P. Milillo, M. J. DeJong, D. Perissin, and G. Milillo. 2019. “Evaluation of InSAR monitoring data for post‐tunnelling settlement damage assessment.” Structural Control and Health Monitoring 26 (2): e2285. https://doi.org/10.1002/stc.2285.
  • Giordano, P. F., G. Miraglia, E. Lenticchia, R. Ceravolo, and M. P. Limongelli. 2023. Satellite Interferometric Data for Seismic Damage Assessment. Procedia Structural Integrity 44. XIX ANIDIS Conference, Seismic Engineering in Italy, Turin, Vol. 1, 1570–1577.
  • Grassi, F., F. Mancini, E. Bassoli, and L. Vincenzi. 2022. “Contribution of Anthropogenic Consolidation Processes to Subsidence Phenomena from Multi-Temporal DInSAR: A GIS-Based Approach.” GIScience & Remote Sensing 59 (no. 1), (December 31): 1901–1917. https://doi.org/10.1080/15481603.2022.2143683.
  • Hu, B., L. Chen, Y. Zou, X. Wu, and P. Washaya. 2021. “Methods for Monitoring Fast and Large Gradient Subsidence in Coal Mining Areas Using SAR Images: A Review.” Institute of Electrical and Electronics Engineers Access 9:159018–159035. https://doi.org/10.1109/ACCESS.2021.3126787.
  • Iasio, C., F. Novali, A. Corsini, M. Mulas, M. Branzanti, E. Benedetti, C. Giannico, A. Tamburini, and V. Mair. 2012. COSMO SkyMed High Frequency-High Resolution Monitoring of an Alpine Slow Landslide, Corvara in Badia, Northern Italy. In 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany, 7577–7580. IEEE.
  • Khalili, M. A., G. Bausilio, C. Di Muro, S. P. Zampelli, and D. Di Martire. 2023. “Investigating Gravitational Slope Deformations with COSMO-Skymed-Based Differential Interferometry: A Case Study of San Marco Dei Cavoti.” Applied Sciences 13 (10), (January): 6291. https://doi.org/10.3390/app13106291.
  • Kropatsch, W. G., and D. Strobl. 1990. “The Generation of SAR Layover and Shadow Maps from Digital Elevation Models.” IEEE Transactions on Geoscience & Remote Sensing 28 (no. 1), January): 98–107. https://doi.org/10.1109/36.45752.
  • Kussul, N., A. Shelestov, and S. Skakun. 2011. “Flood Monitoring from SAR Data.” In Use of Satellite and in-Situ Data to Improve Sustainability, edited by F. Kogan, A. Powell, and O. Fedorov, NATO Science for Peace and Security Series C: Environmental Security 19–29. Dordrecht: Springer Netherlands.
  • Liao, M., T. Balz, L. Zhang, Y. Pei, and H. Jiang, 2009. Analyzing TerraSAR-X and COSMO-Skymed High-Resolution SAR Data of Urban Areas. In Proceedings of the ISPRS Workshop on HR Earth Imaging for Geospatial Information, Hannover, Germany (Vol. 25).
  • Macchiarulo, V., P. Milillo, C. Blenkinsopp, and G. Giardina. 2022. “Monitoring Deformations of Infrastructure Networks: A Fully Automated GIS Integration and Analysis of InSAR Time-Series.” Structural Health Monitoring 21 (4): 1849–1878. https://doi.org/10.1177/14759217211045912.
  • Macchiarulo, V., P. Milillo, M. J. DeJong, J. Gonzalez Marti, J. Sánchez, and G. Giardina. 2021. “Integrated InSar Monitoring and Structural Assessment of Tunnelling‐Induced Building Deformations.” Structural Control and Health Monitoring 28 (9): e2781. https://doi.org/10.1002/stc.2781.
  • Ma, P., H. Lin, W. Wang, H. Yu, F. Chen, L. Jiang, L. Zhou, Z. Zhang, G. Shi, and J. Wang. 2022. “Toward Fine Surveillance: A Review of Multitemporal Interferometric Synthetic Aperture Radar for Infrastructure Health Monitoring.” IEEE Geoscience and Remote Sensing Magazine 10 (no. 1), (March): 207–230. https://doi.org/10.1109/MGRS.2021.3098182.
  • Massonnet, D., M. Rossi, C. Carmona, F. Adragna, G. Peltzer, K. Feigl, and T. Rabaute. 1993. “The Displacement Field of the Landers Earthquake Mapped by Radar Interferometry.” Nature 364 (no. 6433), (July): 138–142. https://doi.org/10.1038/364138a0.
  • Mele, A., A. Miano, D. Di Martire, D. Infante, M. Ramondini, and A. Prota. 2022. “Potential of Remote Sensing Data to Support the Seismic Safety Assessment of Reinforced Concrete Buildings Affected by Slow-Moving Landslides.” Archives of Civil and Mechanical Engineering 22. ISSN: 1644-9665. https://doi.org/10.1007/s43452-022-00407-7.
  • Mele, A., A. Vitiello, M. Bonano, A. Miano, R. Lanari, G. Acampora, and A. Prota. 2022. “On the Joint Exploitation of Satellite DInSar Measurements and DBSCAN-Based Techniques for Preliminary Identification and Ranking of Critical Constructions in a Built Environment.” Remote Sensing 14 (8): 1872. https://doi.org/10.3390/rs14081872.
  • Milillo, P., R. Bürgmann, P. Lundgren, J. Salzer, D. Perissin, E. Fielding, F. Biondi, and G. Milillo. 2016. “Space Geodetic Monitoring of Engineered Structures: The Ongoing Destabilization of the Mosul Dam, Iraq.” Scientific Reports 6 (1): 37408. https://doi.org/10.1038/srep37408.
  • Milillo, P., G. Giardina, D. Perissin, G. Milillo, A. Coletta, and C. Terranova. 2019. “Pre-Collapse Space Geodetic Observations of Critical Infrastructure: The Morandi Bridge, Genoa, Italy.” Remote Sensing 11 (12): 1403. https://doi.org/10.3390/rs11121403.
  • Milillo, P., D. Perissin, J. T. Salzer, P. Lundgren, G. Lacava, G. Milillo, and C. Serio. 2016. “Monitoring Dam Structural Health from Space: Insights from Novel InSar Techniques and Multi-Parametric Modeling Applied to the Pertusillo Dam Basilicata, Italy.” International Journal of Applied Earth Observation and Geoinformation 52:221–229. https://doi.org/10.1016/j.jag.2016.06.013.
  • Nitti, D. O., R. Nutricato, F. Bovenga, F. Rana, D. Conte, G. Milillo, and L. Guerriero. (2009, July). Quantitative Analysis of Stripmap and Spotlight SAR Interferometry with COSMO-Skymed Constellation. In 2009 IEEE International Geoscience and Remote Sensing Symposium, Vol. 2, pp. II–925. IEEE.
  • Notti, D., J. C. Davalillo, G. Herrera, and O. J. N. H. 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 (9): 1865–1875. https://doi.org/10.5194/nhess-10-1865-2010.
  • 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. In Fringe 2011 Workshop, Frascati, Italy, 19–23.
  • Novellino, A., F. Cigna, M. Brahmi, A. Sowter, L. Bateson, and S. Marsh. 2017. “Assessing the Feasibility of a National InSAR Ground Deformation Map of Great Britain with Sentinel-1.” Geosciences 7 (no. 2), (June): 19. https://doi.org/10.3390/geosciences7020019.
  • Nutricato, R., J. Wasowski, F. Bovenga, A. Refice, G. Pasquariello, D. O. Nitti, and M. T. Chiaradia. 2013. “C/X-Band SAR Interferometry Used to Monitor Slope Instability in Daunia, Italy.” In Landslide Science and Practice: Volume 2: Early Warning, Instrumentation and Monitoring, edited by C. Margottini, P. Canuti, and K. Sassa, 423–430. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-31445-2_55.
  • Perissin, D., Z. Wang, and H. Lin. 2012. “Shanghai Subway Tunnels and Highways Monitoring Through Cosmo-SkyMed Persistent Scatterers.” ISPRS Journal of Photogrammetry and Remote Sensing 73:58–67. https://doi.org/10.1016/j.isprsjprs.2012.07.002.
  • Pierdicca, N., L. Pulvirenti, M. Chini, L. Guerriero, and L. Candela. 2013. “Observing Floods from Space: Experience Gained from COSMO-Skymed Observations.” Acta Astronautica 84 (March 1): 122–133. https://doi.org/10.1016/j.actaastro.2012.10.034.
  • 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 (no. 20), (October 20): 6623–6637. https://doi.org/10.1080/01431161.2012.693646.
  • Pulvirenti, L., M. Chini, N. Pierdicca, and G. Boni. 2016. “Use of SAR Data for Detecting Floodwater in Urban and Agricultural Areas: The Role of the Interferometric Coherence.” IEEE Transactions on Geoscience & Remote Sensing 54 (no. 3), (March): 1532–1544. https://doi.org/10.1109/TGRS.2015.2482001.
  • Rispoli, C., D. Di Martire, D. Calcaterra, P. Cappelletti, S. F. Graziano, and L. Guerriero. 2020. “Sinkholes Threatening Places of Worship in the Historic Center of Naples.” Journal of Cultural Heritage 46 (November 1): 313–319. https://doi.org/10.1016/j.culher.2020.09.009.
  • Sacco, P., M. L. Battagliere, and A. Coletta. 2015. COSMO-Skymed Mission Status: Results, Lessons Learnt and Evolutions. In 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy, 207–210.
  • Solari, L., M. Del Soldato, F. Raspini, A. Barra, S. Bianchini, P. Confuorto, N. Casagli, and M. Crosetto. 2020. “Review of Satellite Interferometry for Landslide Detection in Italy.” Remote Sensing 12 (no. 8), (January): 1351. https://doi.org/10.3390/rs12081351.
  • Tapete, D., and F. Cigna. 2019. “COSMO-Skymed SAR for Detection and Monitoring of Archaeological and Cultural Heritage Sites.” Remote Sensing 11 (11), January): 1326. https://doi.org/10.3390/rs11111326.
  • Tapete, D., F. Cigna, T. Balz, H. Tanveer, J. Wang, and H. Jiang. 2021. Multi-Temporal Insar and Target Detection with COSMO-Skymed SAR Big Data to Monitor Urban Dynamics in Wuhan (China). In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 3793–3796. IEEE.
  • Thompson, J. M. T., and T. J. Wright. 2002. “Remote Monitoring of the Earthquake Cycle Using Satellite Radar Interferometry. Philosophical Transactions of the Royal Society of London.” Series A: Mathematical, Physical and Engineering Sciences 360 (no. 1801), October 17): 2873–2888. https://doi.org/10.1098/rsta.2002.1094.
  • Virelli, M., A. Coletta, and M. L. Battagliere. 2014. “ASI COSMO-Skymed: Mission Overview and Data Exploitation.” IEEE Geoscience and Remote Sensing Magazine 2 (no. 2), June): 64–66. https://doi.org/10.1109/MGRS.2014.2317837.
  • Xu, W., L. Xie, Y. Aoki, E. Rivalta, and S. Jónsson. 2020. “Volcano‐Wide Deformation After the 2017 Erta Ale Dike Intrusion, Ethiopia, Observed with Radar Interferometry.” Journal of Geophysical Research: Solid Earth 125 (8): e2020JB019562. https://doi.org/10.1029/2020JB019562.