Monitoring of geohazards using differential interferometric satellite aperture radar in Australia

References

• 9 News Staff. 2019. “New SATELLITE images show impact westconnex is having on sydney homes [WWW Document].” Accessed 24 May 2022. https://www.9news.com.au/national/westconnex-sydney-news-inner-west-damage-houses/6b9517a7-6380-45ae-b8c6-e48595e1c1fa
   Google Scholar
• Andersen, H.-E. and R. Forester. 2019. “Sampling Designs for SAR-Assisted Forest Biomass Surveys 10.”
   Google Scholar
• Bagheri-Gavkosh, M., S. M. Hosseini, B. Ataie-Ashtiani, Y. Sohani, H. Ebrahimian, F. Morovat, and S. Ashrafi. 2021. “Land Subsidence: A Global Challenge.” The Science of the Total Environment 778: 146193. doi:10.1016/j.scitotenv.2021.146193.
   PubMed Web of Science ®Google Scholar
• Bamler, R. and P. Hartl. 1998. “Synthetic Aperture Radar Interferometry.” Inverse Problems 14 (4): R1. doi:10.1088/0266-5611/14/4/001.
   Web of Science ®Google Scholar
• Bar, N. and R. Dixon. 2021. “Unveiling Unknowns: Practical Application of InSar for Slope Performance Monitoring and Risk Management Across Multiple Surface Mines.” Engineering Geology 293: 106326. doi:10.1016/j.enggeo.2021.106326.
   Web of Science ®Google Scholar
• Bekaert, D. P. S., R. J. Walters, T. J. Wright, A. J. Hooper, and D. J. Parker. 2015. “Statistical Comparison of InSar Tropospheric Correction Techniques.” Remote Sensing of Environment 170: 40–47. doi:10.1016/j.rse.2015.08.035.
   Web of Science ®Google Scholar
• Bernardi, M. S., P. C. Africa, C. de Falco, L. Formaggia, A. Menafoglio, and S. Vantini. 2021. “On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards.” Mathematical Geosciences 53 (8): 1781–1812. doi:10.1007/s11004-021-09948-8.
   Web of Science ®Google Scholar
• Blasco, J. M. D. and M. Foumelis. 2018. “Automated SNAP Sentinel-1 DInSAR processing for StaMPS PSI with open source tools.” Zenodo, Valencia, Spain. doi:10.5281/zenodo.1322353
   Google Scholar
• Castellazzi, P., T. Doody, and L. Peeters. 2019. “Towards Monitoring Groundwater-Dependent Ecosystems Using Synthetic Aperture Radar Imagery.” Hydrological Processes 33: 3239–3250. doi:10.1002/hyp.13570.
   Web of Science ®Google Scholar
• Chang, H.-C., L. Ge, and C. Rizos. 2005. “DInSar for Mine Subsidence Monitoring Using Multi-Source Satellite SAR Images.” Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS ’05. Presented at the 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS ’05, 1742–1745. Seoul Korea: IEEE. doi:10.1109/IGARSS.2005.1526339.
   Google Scholar
• Chen, Y., G. Zhang, X. Ding, and Z. Li. 2000. ”Monitoring Earth Surface Deformations with InSar Technology: Principle and Some Critical Issues.” G B 19.
   Google Scholar
• Collados-Lara, A.-J., D. Pulido-Velazquez, R. M. Mateos, and P. Ezquerro. 2020. “Potential Impacts of Future Climate Change Scenarios on Ground Subsidence.” Water 12: 219. doi:10.3390/w12010219.
   Web of Science ®Google Scholar
• Costantini, M. 1998. “A Novel Phase Unwrapping Method Based on Network Programming.” IEEE Transactions on Geoscience and Remote Sensing 36: 813–821. doi:10.1109/36.673674.
   Web of Science ®Google Scholar
• Crosetto, M., O. Monserrat, M. Cuevas-González, N. Devanthéry, and B. Crippa. 2016. “Persistent Scatterer Interferometry: A Review.” ISPRS Journal of Photogrammetry and Remote Sensing 115: 78–89. doi:10.1016/j.isprsjprs.2015.10.011.
   Web of Science ®Google Scholar
• De Novellis, V., S. Atzori, C. De Luca, M. Manzo, E. Valerio, M. Bonano, C. Cardaci, et al. 2019. “DInSar Analysis and Analytical Modeling of Mount Etna Displacements: The December 2018 Volcano‐tectonic Crisis.” Geophysical Research Letters 46: 5817–5827. doi:10.1029/2019GL082467.
   Web of Science ®Google Scholar
• De Zan, F. and A. Monti Guarnieri. 2006. “TOPSAR: Terrain Observation by Progressive Scans.” IEEE Transactions on Geoscience and Remote Sensing 44: 2352–2360. doi:10.1109/TGRS.2006.873853.
   Web of Science ®Google Scholar
• Del Rosso, M. P., A. Sebastianelli, D. Spiller, P. P. Mathieu, and S. L. Ullo. 2021. “On-Board Volcanic Eruption Detection Through Cnns and Satellite Multispectral Imagery.” Remote Sensing 13: 3479. doi:10.3390/rs13173479.
   Web of Science ®Google Scholar
• Department for Environment and Water. 2020. “Musgrave and Southern Basins Prescribed Wells Areas 2018-19 Water Resources Assessment.”
   Google Scholar
• Di Martino, G., A. Di Simone, A. Iodice, D. Riccio, and G. Ruello. 2015. “Non-Local Means SAR Despeckling Based on Scattering. “ 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 26-31 July 2015 Milan, Italy, 3172–3174. IEEE.
   Google Scholar
• Digital Earth Australia. 2022. “Digital Earth Australia Home | Digital Earth Australia | Geoscience Australia [WWW Document].”” Digit. Earth Aust. Accessed 14 Februrary 2022. https://www.dea.ga.gov.au/
   Google Scholar
• Du, Z., L. Ge, X. Li, and A. Ng. 2016. “Subsidence Monitoring Over the Southern Coalfield, Australia Using Both L-Band and C-Band SAR Time Series Analysis.” Remote Sensing 8 (7): 543. doi:10.3390/rs8070543.
   Web of Science ®Google Scholar
• Du, Z., Ge, L., Ng, A.H.M. and Li, X., 2018. “Investigation on mining subsidence over Appin–West Cliff Colliery using time-series SAR interferometry.” International Journal of Remote Sensing 39(5), pp.1528–1547. 10.1080/01431161.2017.1407501
   Web of Science ®Google Scholar
• ESA. 2022. “SNAP Download – STEP.” Accessed 16July 2022. https://step.esa.int/main/download/snap-download/
   Google Scholar
• Euillades, P., L. Euillades, A. Pepe, P. Mastro, F. Falabella, P. Imperatore, Y. Tang, and P. Rosell. 2021. “Recent Advancements in Multi-Temporal Methods Applied to New Generation SAR Systems and Applications in South America.” Journal of South American Earth Sciences 111: 103410. doi:10.1016/j.jsames.2021.103410.
   Web of Science ®Google Scholar
• European Space Agency. 2020. “Sentinel-1 SAR User Guide.”
   Google Scholar
• Flores, A., K. Herndon, R. Thapa, and E. Cherrington. 2019. Synthetic Aperture Radar (SAR) Handbook: Comprehensive Methodologies for Forest Monitoring and Biomass Estimation. doi:10.25966/NR2C-S697.
   Google Scholar
• Flores Anderson, A. I., K. E. Herndon, and L. M. Kucera. 2019. “SAR Handbook: Background.”
   Google Scholar
• Franceschetti, G. and R. Lanari. 1999. Synthetic Aperture Radar Processing, Electronic Engineering Systems Series. Boca Raton: CRC Press.
   Google Scholar
• Garthwaite, M. C., M. Hazelwood, S. Nancarrow, A. Hislop, and J. H. Dawson. 2015. “A Regional Geodetic Network to Monitor Ground Surface Response to Resource Extraction in the Northern Surat Basin, Queensland.” Australian Journal of Earth Sciences 62: 469–477. doi:10.1080/08120099.2015.1040073.
   Web of Science ®Google Scholar
• Gebert, N., G. Krieger, and A. Moreira. 2009. “Digital Beamforming on Receive: Techniques and Optimization Strategies for High-Resolution Wide-Swath SAR Imaging.” IEEE Transactions on Aerospace and Electronic Systems 45: 564–592. doi:10.1109/TAES.2009.5089542.
   Web of Science ®Google Scholar
• Geudtner, D., R. Torres, P. Snoeij, M. Davidson, and B. Rommen. 2014. “Sentinel-1 System Capabilities and Applications. “ 2014 IEEE Geoscience and Remote Sensing Symposium. Presented at the IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, 1457–1460. Quebec City: IEEE. doi:10.1109/IGARSS.2014.6946711.
   Google Scholar
• Gold, R. D., D. Clark, W. D. Barnhart, T. King, M. Quigley, and R. W. Briggs. 2019. “Surface Rupture and Distributed Deformation Revealed by Optical Satellite Imagery: The Intraplate 2016 Mw 6.0 Petermann Ranges Earthquake, Australia.” Geophysical Research Letters 46: 10394–10403. doi:10.1029/2019GL084926.
   Web of Science ®Google Scholar
• Hanssen, R. F. 2001. Radar Interferometry: Data Interpretation and Error Analysis. Springer Science & Business Media.
   Google Scholar
• Hooper, A., H. Zebker, P. Segall, and B. Kampes. 2004. “A New Method for Measuring Deformation on Volcanoes and Other Natural Terrains Using InSar Persistent Scatterers: A NEW PERSISTENT SCATTERERS METHOD.” Geophysical Research Letters 31. doi:10.1029/2004GL021737.
   Web of Science ®Google Scholar
• Hooper, A., P. Segall, and H. Zebker. 2007. “Persistent Scatterer Interferometric Synthetic Aperture Radar for Crustal Deformation Analysis, with Application to Volcán Alcedo, Galápagos.” Journal of Geophysical Research. doi:10.1029/2006JB004763.
   Web of Science ®Google Scholar
• Hooper, A. 2008. “A Multi-Temporal InSar Method Incorporating Both Persistent Scatterer and Small Baseline Approaches.” Geophysical Research Letters 35. doi:10.1029/2008GL034654.
   PubMed Web of Science ®Google Scholar
• Hooper, A., K. Spaans, D. Bekaert, M. C. Cuenca, M. Arıkan, and A. Oyen. 2010. “StaMps/mti Manual.” Delft Institute of Earth Observation and Space Systems Delft University of Technology Kluyverweg 1: 2629.
   Google Scholar
• Jarosz, A. and D. Wanke. 2004. “Use of InSar for Monitoring of Mining Deformations 6.”
   Google Scholar
• Jarosz, A. 2006. “Using DInSar to Monitor Subsidence Caused by Underground Mining Utilising Block-Caving Method 5.”
   Google Scholar
• Johnston, P. J., M. S. Filmer, and T. Fuhrmann. 2021. “Evaluation of Methods for Connecting InSar to a Terrestrial Reference Frame in the Latrobe Valley, Australia.” Journal of Geodesy 95: 115. doi:10.1007/s00190-021-01560-2.
   Web of Science ®Google Scholar
• Kampes, B. M., R. F. Hanssen, and Z. Perski. 2003. “Radar Interferometry with Public Domain Tools.” Proceedings of FRINGE 1 Dec - 5 Dec 2003 Frascati, Italy.
   Google Scholar
• Karunarathne, A. 2016. “Investigation of Expansive Soil for Design of Light Residential.” footings in Melbourne 341.
   Google Scholar
• Kuang, J., L. Ge, G. I. Metternicht, A.-H.-M. Ng, H. Wang, M. Zare, and F. Kamranzad. 2019. “Coseismic Deformation and Source Model of the 12 November 2017 M W 7.3 Kermanshah Earthquake (Iran–Iraq Border) Investigated Through DInSar Measurements.” International Journal of Remote Sensing 40: 532–554. doi:10.1080/01431161.2018.1514542.
   Web of Science ®Google Scholar
• Lee, J.-S. 1981. “Speckle Analysis and Smoothing of Synthetic Aperture Radar Images.” Computer Graphics and Image Processing 17: 24–32. doi:10.1016/S0146-664X(81)80005-6.
   Google Scholar
• Li, J., J. Zou, P. Bayetto, and N. Barker. 2016. “Shrink-Swell Index Database for Melbourne.” Australian Geomechanics Journal 51: 61–76.
   Google Scholar
• Linlin, G., T. Tsujii, and C. Rizos. 2002. “Tropospheric Heterogeneities Corrections in Differential Radar Interferometry. “ IEEE International Geoscience and Remote Sensing Symposium. Presented at the IEEE International Geoscience and Remote Sensing Symposium. IGARSS 2002, 1747–1749. Toronto, Ontario: IEEE. doi:10.1109/IGARSS.2002.1026241
   Google Scholar
• Lopes, A., R. Touzi, and E. Nezry. 1990. “Adaptive Speckle Filters and Scene Heterogeneity.” IEEE Transactions on Geoscience and Remote Sensing 28: 992–1000. doi:10.1109/36.62623.
   Web of Science ®Google Scholar
• Lu, Z., J. Zhang, Y. Zhang, and D. Dzurisin. 2010. “Monitoring and Characterizing Natural Hazards with Satellite InSar Imagery.” Annals of GIS 16: 55–66. doi:10.1080/19475681003700914.
   Google Scholar
• Lubis, A. M., T. Sato, N. Tomiyama, N. Isezaki, and T. Yamanokuchi. 2011. “Ground Subsidence in Semarang-Indonesia Investigated by ALOS–PALSAR Satellite SAR Interferometry.” Journal of Asian Earth Sciences 40: 1079–1088. doi:10.1016/j.jseaes.2010.12.001.
   Web of Science ®Google Scholar
• Lyle, R. R., P. Eng, M.-A. Brideau, P. Lipovsky, and P. Geo. 2014. “Landslides on Ice-Rich Slopes – A Geohazard in a Changing Climate 10.”
   Google Scholar
• 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: 138–142. doi:10.1038/364138a0.
   Web of Science ®Google Scholar
• Meyer, F., R. Bamler, N. Jakowski, and T. Fritz. 2006. “The Potential of Low-Frequency SAR Systems for Mapping Ionospheric TEC Distributions.” IEEE Geoscience and Remote Sensing Letters 3: 560–564. doi:10.1109/LGRS.2006.882148.
   Web of Science ®Google Scholar
• Meyer, F. 2019. “Spaceborne Synthetic Aperture Radar: Principles, Data Access, and Basic Processing Techniques 24.”
   Google Scholar
• Mining Data Online. 2022. “Major Mines & Projects | Gregory Crinum Mine [WWW Document].” Accessed 24 May 2022. https://miningdataonline.com/property/297/Gregory-Crinum-Mine.aspx
   Google Scholar
• Moro, M., M. Saroli, S. Stramondo, C. Bignami, M. Albano, E. Falcucci, S. Gori, et al. 2017. “New Insights into Earthquake Precursors from InSar.” Scientific Reports 7: 12035. doi:10.1038/s41598-017-12058-3.
   PubMed Web of Science ®Google Scholar
• Ng, A.-H.-M., L. Ge, Y. Yan, X. Li, H.-C. Chang, K. Zhang, and C. Rizos. 2010. “Mapping Accumulated Mine Subsidence Using Small Stack of SAR Differential Interferograms in the Southern Coalfield of New South Wales, Australia.” Engineering Geology 115: 1–15. doi:10.1016/j.enggeo.2010.07.004.
   Web of Science ®Google Scholar
• Ng, A.-H.-M., L. Ge, and X. Li. 2015. “Assessments of Land Subsidence in the Gippsland Basin of Australia Using ALOS PALSAR Data.” Remote Sensing of Environment 159: 86–101. doi:10.1016/j.rse.2014.12.003.
   Web of Science ®Google Scholar
• Nhu, V.-H., A. Mohammadi, H. Shahabi, B. B. Ahmad, N. Al-Ansari, A. Shirzadi, J. J. Clague, A. Jaafari, W. Chen, and H. Nguyen. 2020. “Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment.” International Journal of Environmental Research and Public Health 17: 4933. doi:10.3390/ijerph17144933.
   PubMed Web of Science ®Google Scholar
• Nobile, A., A. Dille, E. Monsieurs, J. Basimike, T. Bibentyo, N. D’Oreye, F. Kervyn, and O. Dewitte. 2018. “Multi-Temporal DInSar to Characterise Landslide Ground Deformations in a Tropical Urban Environment: Focus on Bukavu (DR Congo).” Remote Sensing 10: 626. doi:10.3390/rs10040626.
   Web of Science ®Google Scholar
• NSW Government. 2022. “Chatswood to Sydenham | Sydney Metro [WWW Document].” Accessed 14 March 2022. https://www.sydneymetro.info/citysouthwest/chatswood-sydenham
   Google Scholar
• Osman, N., C. Simmat, J. Hargreaves, and I. Mason. 2003. “Three-Dimensional Kinematic Imaging of Borehole Radar Data.” Exploration Geophysics 34: 103–109. doi:10.1071/EG03103.
   Web of Science ®Google Scholar
• Parker, A., M. Filmer, and W. Featherstone. 2017. “First Results from Sentinel-1A InSar Over Australia: Application to the Perth Basin.” Remote Sensing 9: 299. doi:10.3390/rs9030299.
   Web of Science ®Google Scholar
• Perski, Z., R. Hanssen, A. Wojcik, and T. Wojciechowski. 2009. “InSar Analyses of Terrain Deformation Near the Wieliczka Salt Mine, Poland.” Engineering Geology 106: 58–67. doi:10.1016/j.enggeo.2009.02.014.
   Web of Science ®Google Scholar
• Plank, S. 2014. “Rapid Damage Assessment by Means of Multi-Temporal SAR — A Comprehensive Review and Outlook to Sentinel-1.” Remote Sensing 6: 4870–4906. doi:10.3390/rs6064870.
   Web of Science ®Google Scholar
• Quegan, S. and J. J. Yu. 2001. “Filtering of Multichannel SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 39: 2373–2379. doi:10.1109/36.964973.
   Web of Science ®Google Scholar
• Rahmati, O., F. Falah, S. A. Naghibi, T. Biggs, M. Soltani, R. C. Deo, A. Cerdà, F. Mohammadi, and D. Tien Bui. 2019. “Land Subsidence Modelling Using Tree-Based Machine Learning Algorithms.” The Science of the Total Environment 672: 239–252. doi:10.1016/j.scitotenv.2019.03.496.
   PubMed Web of Science ®Google Scholar
• Ramirez, R., S.-R. Lee, and T.-H. Kwon. 2020. “Long-Term Remote Monitoring of Ground Deformation Using Sentinel-1 Interferometric Synthetic Aperture Radar (InSar): Applications and Insights into Geotechnical Engineering Practices.” Applied Sciences 10: 7447. doi:10.3390/app10217447.
   Google Scholar
• Rosen, P. A., S. Hensley, G. Peltzer, and M. Simons. 2004. ”Updated Repeat Orbit Interferometry Package Released”. Eos, Transactions American Geophysical Union 85 47–47 10.1029/2004EO050004.
   Google Scholar
• Rucci, A., A. Ferretti, A. Monti Guarnieri, and F. Rocca. 2012. “Sentinel 1 SAR Interferometry Applications: The Outlook for Sub Millimeter Measurements.” Remote Sensing of Environment 120: 156–163. doi:10.1016/j.rse.2011.09.030.
   Web of Science ®Google Scholar
• Standards Australia. 2011. “Residential Slabs and Footings.” Sydney. NSW Stand, 886.
   Google Scholar
• Standen, S., M. Dentith, and D. Clark. 2021. “A Geophysical Investigation of the 2018 Lake Muir Earthquake Sequence: Reactivated Precambrian Structures Controlling Modern Seismicity.” Australian Journal of Earth Sciences 68: 717–730. doi:10.1080/08120099.2021.1848924.
   Web of Science ®Google Scholar
• Strozzi, T., A. Luckman, T. Murray, U. Wegmuller, and C. L. Werner. 2002. “Glacier Motion Estimation Using SAR Offset-Tracking Procedures.” IEEE Transactions on Geoscience and Remote Sensing 40: 2384–2391. doi:10.1109/TGRS.2002.805079.
   Web of Science ®Google Scholar
• Svennevig, K., G. Lützenburg, M. K. Keiding, and S. A. Schack Pedersen. 2020. Preliminary Landslide Mapping in Denmark Indicates an Underestimated Geohazard. GEUS Bull. doi:10.34194/geusb.v44.5302.
   Google Scholar
• Teodosio, B., K. S. K. Baduge, and P. Mendis. 2020a. “Simulating Reactive Soil and Substructure Interaction Using a Simplified Hydro-Mechanical Finite Element Model Dependent on Soil Saturation, Suction and Moisture-Swelling Relationship.” Computers and Geotechnics 119: 103359. doi:10.1016/j.compgeo.2019.103359.
   Web of Science ®Google Scholar
• Teodosio, B., K. S. K. Baduge, and P. Mendis. 2020b. “Relationship Between Reactive Soil Movement and Footing Deflection: A Coupled Hydro-Mechanical Finite Element Modelling Perspective.” Computers and Geotechnics 126: 103720. doi:10.1016/j.compgeo.2020.103720.
   Web of Science ®Google Scholar
• Teodosio, B., K. S. K. Baduge, and P. Mendis. 2021. ”Design of Prefabricated Footing Connection Using a Coupled Hydro-Mechanical Finite Element Model.” Structural Concrete. doi:10.1002/suco.202100315.
   Web of Science ®Google Scholar
• Theodoridis, S. 2020. “Machine Learning - 2nd Edition [WWW Document].” Accessed 12 June 2021. https://www.elsevier.com/books/machine-learning/theodoridis/978-0-12-818803-3
   Google Scholar
• Tofani, V., S. Segoni, A. Agostini, F. Catani, and N. Casagli. 2013. “Technical Note: Use of Remote Sensing for Landslide Studies in Europe.” Natural Hazards and Earth System Sciences 13: 299–309. doi:10.5194/nhess-13-299-2013.
   Web of Science ®Google Scholar
• Van Zyl, J. J. 2011. “Synthetic aperture radar polarimetry.” John Wiley & Sons.
   Google Scholar
• Vaze, J., N. Viney, M. Stenson, L. Renzullo, A. Van Dijk, D. Dutta, R. Crosbie, J. Lerat, D. Penton, and J. Vleeshouwer. 2013. “The Australian Water Resource Assessment Modelling System (AWRA). “ 20th International Congress on Modelling and Simulation, Adelaide, Australia.
   Google Scholar
• Wei, R., Q. Zeng, T. Davies, G. Yuan, K. Wang, X. Xue, and Q. Yin. 2018. “Geohazard Cascade and Mechanism of Large Debris Flows in Tianmo Gully, SE Tibetan Plateau and Implications to Hazard Monitoring.” Engineering Geology 233: 172–182. doi:10.1016/j.enggeo.2017.12.013.
   Web of Science ®Google Scholar
• Woodhouse, I. H. 2017. Introduction to Microwave Remote Sensing. Boca Raton: Taylor&Francis.
   Google Scholar
• Yaghoubi, E., M. Yaghoubi, M. Guerrieri, and N. Sudarsanan. 2021. “Improving Expansive Clay Subgrades Using Recycled Glass: Resilient Modulus Characteristics and Pavement Performance.” Construction and Building Materials 302: 124384. doi:10.1016/j.conbuildmat.2021.124384.
   Web of Science ®Google Scholar
• Zebker, H. A., P. A. Rosen, R. M. Goldstein, A. Gabriel, and C. L. Werner. 1994. “On the Derivation of Coseismic Displacement Fields Using Differential Radar Interferometry: The Landers Earthquake.” Journal of Geophysical Research: Solid Earth 99: 19617–19634. doi:10.1029/94JB01179.
   Web of Science ®Google Scholar