The Multiple Aperture SAR Interferometry (MAI) Technique for the Detection of Large Ground Displacement Dynamics: An Overview

[1]  Gianfranco Fornaro,et al.  CAESAR: An Approach Based on Covariance Matrix Decomposition to Improve Multibaseline–Multitemporal Interferometric SAR Processing , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Yan Jiang,et al.  City subsidence observed with persistent scatterer InSAR , 2010 .

[3]  Piyush Agram,et al.  Multiscale InSAR Time Series (MInTS) analysis of surface deformation , 2011 .

[4]  Piyush Agram,et al.  A Network-Based Enhanced Spectral Diversity Approach for TOPS Time-Series Analysis , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[5]  V. Jayaraman,et al.  Remote sensing applications : An overview , 2007 .

[6]  Marie-Pierre Doin,et al.  Systematic InSAR tropospheric phase delay corrections from global meteorological reanalysis data , 2011 .

[7]  R. Goldstein,et al.  Mapping small elevation changes over large areas: Differential radar interferometry , 1989 .

[8]  M. Moro,et al.  Subsidence induced by urbanisation in the city of Rome detected by advanced InSar technique and geotechnical investigations , 2008 .

[9]  Urs Wegmüller,et al.  Synthetic Aperture Radar (SAR) Doppler Anomaly Detected During the 2010 Merapi (Java, Indonesia) Eruption , 2013, IEEE Geoscience and Remote Sensing Letters.

[10]  R. Goldstein,et al.  Interferometric radar measurement of ocean surface currents , 1987, Nature.

[11]  Hyung-Sup Jung,et al.  Feasibility of Along-Track Displacement Measurement From Sentinel-1 Interferometric Wide-Swath Mode , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[12]  Antonio Pepe,et al.  Investigation of the ground displacement in Saint Petersburg, Russia, using multiple-track differential synthetic aperture radar interferometry , 2020, Int. J. Appl. Earth Obs. Geoinformation.

[13]  Gianfranco Fornaro,et al.  A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms , 2002, IEEE Trans. Geosci. Remote. Sens..

[14]  Roland C. Warner,et al.  A method for sub-pixel scale feature-tracking using Radarsat images applied to the Mertz Glacier Tongue, East Antarctica , 2009 .

[15]  Fabio Rocca,et al.  Permanent scatterers in SAR interferometry , 2001, IEEE Trans. Geosci. Remote. Sens..

[16]  Teng Wang,et al.  Measuring Coseismic Displacements With Point-Like Targets Offset Tracking , 2014, IEEE Geoscience and Remote Sensing Letters.

[17]  T. Wright,et al.  Triggered slip: Observations of the 17 August 1999 Izmit (Turkey) Earthquake using radar interferometry , 2001 .

[18]  R. Bamler,et al.  Phase statistics of interferograms with applications to synthetic aperture radar. , 1994, Applied optics.

[19]  Thierry Toutin,et al.  State-of-the-art of elevation extraction from satellite SAR data , 2000 .

[20]  Francesco De Zan,et al.  Coregistration of Interferometric Stacks of Sentinel-1 TOPS Data , 2016, IEEE Geoscience and Remote Sensing Letters.

[21]  Michael Eineder,et al.  Accuracy of differential shift estimation by correlation and split-bandwidth interferometry for wideband and delta-k SAR systems , 2005, IEEE Geoscience and Remote Sensing Letters.

[22]  E. Chaussard,et al.  Land subsidence in central Mexico detected by ALOS InSAR time-series , 2014 .

[23]  T. Wright,et al.  InSAR observations of post-rifting deformation around the Dabbahu rift segment, Afar, Ethiopia , 2014 .

[24]  Timo Balz,et al.  Landslide deformation monitoring using point-like target offset tracking with multi-mode high-resolution TerraSAR-X data , 2015 .

[25]  George P. Petropoulos,et al.  Surface soil moisture retrievals from remote sensing: Current status, products & future trends , 2015 .

[26]  Lei Zhang,et al.  3D coseismic Displacement of 2010 Darfield, New Zealand earthquake estimated from multi-aperture InSAR and D-InSAR measurements , 2012, Journal of Geodesy.

[27]  Riccardo Lanari,et al.  Interferometric synthetic aperture radar–GPS integration: Interseismic strain accumulation across the Hunter Mountain fault in the eastern California shear zone , 2010 .

[28]  Howard A. Zebker,et al.  Decorrelation in interferometric radar echoes , 1992, IEEE Trans. Geosci. Remote. Sens..

[29]  Mark D. Pritt,et al.  Least-squares two-dimensional phase unwrapping using FFT's , 1994, IEEE Trans. Geosci. Remote. Sens..

[30]  Bing Yu,et al.  Deformation Trend Extraction Based on Multi-Temporal InSAR in Shanghai , 2013, Remote. Sens..

[31]  I. Joughin,et al.  Contribution to the glaciology of northern Greenland from satellite radar interferometry , 2001 .

[32]  Jordi J. Mallorquí,et al.  Linear and nonlinear terrain deformation maps from a reduced set of interferometric SAR images , 2003, IEEE Trans. Geosci. Remote. Sens..

[33]  T. Wright,et al.  InSAR Observations of Low Slip Rates on the Major Faults of Western Tibet , 2004, Science.

[34]  Jean Taboury,et al.  Measuring ground displacements from SAR amplitude images: Application to the Landers Earthquake , 1999 .

[35]  Mario Costantini,et al.  A novel phase unwrapping method based on network programming , 1998, IEEE Trans. Geosci. Remote. Sens..

[36]  Thomas Hobiger,et al.  Are numerical weather model outputs helpful to reduce tropospheric delay signals in InSAR data? , 2013, Journal of Geodesy.

[37]  Masanobu Shimada,et al.  Accuracy and Resolution of ALOS Interferometry: Vector Deformation Maps of the Father's Day Intrusion at Kilauea , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[38]  Franz J. Meyer,et al.  SAR interferometry at Venus for topography and change detection , 2012 .

[39]  Oliver L. Stephenson,et al.  Hierarchical interlocked orthogonal faulting in the 2019 Ridgecrest earthquake sequence , 2019, Science.

[40]  Xi Chen,et al.  Error Propagation Analysis in Three-Dimensional Coseismic Displacement Inversion , 2014, IEEE Geoscience and Remote Sensing Letters.

[41]  Giuseppe Puglisi,et al.  Structural assessment of Mount Etna volcano from Permanent Scatterers analysis , 2011 .

[42]  Yann Klinger,et al.  September 2005 Manda Hararo‐Dabbahu rifting event, Afar (Ethiopia): Constraints provided by geodetic data , 2009 .

[43]  Fabiana Calò,et al.  A Review of Interferometric Synthetic Aperture RADAR (InSAR) Multi-Track Approaches for the Retrieval of Earth’s Surface Displacements , 2017 .

[44]  Andrew Hooper,et al.  A multi‐temporal InSAR method incorporating both persistent scatterer and small baseline approaches , 2008 .

[45]  Xiaohua Xu,et al.  Tectonic and Anthropogenic Deformation at the Cerro Prieto Geothermal Step-Over Revealed by Sentinel-1A InSAR , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[46]  Fuk K. Li,et al.  Synthetic aperture radar interferometry , 2000, Proceedings of the IEEE.

[47]  Yuxiao Qin,et al.  Investigations on the Coregistration of Sentinel-1 TOPS with the Conventional Cross-Correlation Technique , 2018, Remote. Sens..

[48]  Xiaoli Ding,et al.  Inferring three-dimensional surface displacement field by combining SAR interferometric phase and amplitude information of ascending and descending orbits , 2010 .

[49]  Werner Alpers,et al.  Simulation of ocean waves imaging by an along-track interferometric synthetic aperture radar , 1997, IEEE Trans. Geosci. Remote. Sens..

[50]  K. Feigl,et al.  The displacement field of the Landers earthquake mapped by radar interferometry , 1993, Nature.

[51]  Antonio Pepe,et al.  Improved EMCF-SBAS Processing Chain Based on Advanced Techniques for the Noise-Filtering and Selection of Small Baseline Multi-Look DInSAR Interferograms , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[52]  Claudio Prati,et al.  A New Algorithm for Processing Interferometric Data-Stacks: SqueeSAR , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[53]  P. Rosen,et al.  Surface Displacement of the 17 May 1993 Eureka Valley, California, Earthquake Observed by SAR Interferometry , 1995, Science.

[54]  Paul Lundgren,et al.  Joint Inversion of InSAR, GPS, Teleseismic, and Strong-Motion Data for the Spatial and Temporal Distribution of Earthquake Slip: Application to the 1999 İzmit Mainshock , 2002 .

[55]  G. Evensen,et al.  Satellite earth observation in operational oceanography , 2000 .

[56]  Piyush Agram,et al.  InSAR Time-Series Estimation of the Ionospheric Phase Delay: An Extension of the Split Range-Spectrum Technique , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[57]  Lionel Wilson,et al.  EnVision: taking the pulse of our twin planet , 2012 .

[58]  Antonio Pepe,et al.  The Parallel SBAS Approach for Sentinel-1 Interferometric Wide Swath Deformation Time-Series Generation: Algorithm Description and Products Quality Assessment , 2019, IEEE Transactions on Geoscience and Remote Sensing.

[59]  Kazuo Ouchi,et al.  Recent Trend and Advance of Synthetic Aperture Radar with Selected Topics , 2013, Remote. Sens..

[60]  Michael Eineder,et al.  Current measurements by SAR along-track interferometry from a Space Shuttle , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[61]  Jan-Peter Muller,et al.  Evaluating sub-pixel offset techniques as an alternative to D-InSAR for monitoring episodic landslide movements in vegetated terrain , 2014 .

[62]  B. Brisco,et al.  The application of C-band polarimetric SAR for agriculture: a review , 2004 .

[63]  Wei Xu,et al.  A region-growing algorithm for InSAR phase unwrapping , 1999, IEEE Trans. Geosci. Remote. Sens..

[64]  Yang Yu,et al.  Monitoring Mining Subsidence Using A Combination of Phase-Stacking and Offset-Tracking Methods , 2015, Remote. Sens..

[65]  Yehuda Bock,et al.  Satellite interferometric observations of displacements associated with seasonal groundwater in the Los Angeles basin , 2002 .

[66]  James Jackson,et al.  The 2009 L'Aquila earthquake (central Italy): A source mechanism and implications for seismic hazard , 2009 .

[67]  Federico Raspini,et al.  From ERS 1/2 to Sentinel-1: Subsidence Monitoring in Italy in the Last Two Decades , 2018, Front. Earth Sci..

[68]  Qiang Liu,et al.  Progresses on microwave remote sensing of land surface parameters , 2012, Science China Earth Sciences.

[69]  W. Johnson Magellan imaging radar mission to Venus , 1991, Proc. IEEE.

[70]  Ramon F. Hanssen,et al.  Merging GPS and Atmospherically Corrected InSAR Data to Map 3-D Terrain Displacement Velocity , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[71]  R. Tomás,et al.  Radar interferometry techniques for the study of ground subsidence phenomena: a review of practical issues through cases in Spain , 2013, Environmental Earth Sciences.

[72]  D. Schmidt Time-dependent land uplift and subsidence in the Santa Clara Valley , 2003 .

[73]  Moeness G. Amin,et al.  Introducing the Spectral Diversity , 1993, IEEE Transactions on Signal Processing.

[74]  Alberto Moreira,et al.  Coregistration of interferometric SAR images using spectral diversity , 2000, IEEE Trans. Geosci. Remote. Sens..

[75]  J. W. Park,et al.  Ice velocity determined using conventional and multiple-aperture InSAR , 2011 .

[76]  Francesco De Zan,et al.  Design Principles and Considerations for Spaceborne ATI SAR-Based Observations of Ocean Surface Velocity Vectors , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[77]  H. Zebker,et al.  A new method for measuring deformation on volcanoes and other natural terrains using InSAR persistent scatterers , 2004 .

[78]  Urs Wegmüller,et al.  Glacier motion estimation using SAR offset-tracking procedures , 2002, IEEE Trans. Geosci. Remote. Sens..

[79]  R. S. J. Sparks,et al.  Global link between deformation and volcanic eruption quantified by satellite imagery , 2014, Nature Communications.

[80]  H. Zebker,et al.  Measuring two‐dimensional movements using a single InSAR pair , 2006 .

[81]  Tom Rune Lauknes InSAR Tropospheric Stratification Delays: Correction Using a Small Baseline Approach , 2011, IEEE Geoscience and Remote Sensing Letters.

[82]  Bertrand Chapron,et al.  Direct measurements of ocean surface velocity from space: Interpretation and validation , 2005 .

[83]  J. L. van Genderen,et al.  SAR interferometry : issues, techniques, applications , 1996 .

[84]  Urs Wegmüller,et al.  Mapping regional land displacements in the Venice coastland by an integrated monitoring system , 2005 .

[85]  J. Carstensen,et al.  Three‐dimensional surface motion maps estimated from combined interferometric synthetic aperture radar and GPS data , 2002 .

[86]  Andreas Reigber,et al.  TOPS Interferometry With TerraSAR-X , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[87]  Daniele Perissin,et al.  Recent advances on surface ground deformation measurement by means of repeated space-borne SAR observations , 2010 .

[88]  Qian Sun,et al.  Kalman-Filter-Based Approach for Multisensor, Multitrack, and Multitemporal InSAR , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[89]  Mi Jiang,et al.  Minimum Spanning Tree Co-registration Approach for Time-Series Sentinel-1 TOPS Data , 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[90]  Michael Eineder,et al.  Interferometric Processing of Sentinel-1 TOPS Data , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[91]  Hyung-Sup Jung,et al.  An Improvement of Ionospheric Phase Correction by Multiple-Aperture Interferometry , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[92]  I. Hajnsek,et al.  A tutorial on synthetic aperture radar , 2013, IEEE Geoscience and Remote Sensing Magazine.

[93]  Joong-Sun Won,et al.  Mapping Three-Dimensional Surface Deformation by Combining Multiple-Aperture Interferometry and Conventional Interferometry: Application to the June 2007 Eruption of Kilauea Volcano, Hawaii , 2011, IEEE Geoscience and Remote Sensing Letters.

[94]  Jianjun Zhu,et al.  Using Dual-Polarization Interferograms to Correct Atmospheric Effects for InSAR Topographic Mapping , 2018, Remote. Sens..

[95]  A. Hooper,et al.  Recent advances in SAR interferometry time series analysis for measuring crustal deformation , 2012 .

[96]  Chang Su,et al.  Mapping Two-Dimensional Deformation Field Time-Series of Large Slope by Coupling DInSAR-SBAS with MAI-SBAS , 2015, Remote. Sens..

[97]  D. Agnew,et al.  The complete (3‐D) surface displacement field in the epicentral area of the 1999 MW7.1 Hector Mine Earthquake, California, from space geodetic observations , 2001 .

[98]  Fabio Rocca,et al.  Dynamics of Slow-Moving Landslides from Permanent Scatterer Analysis , 2004, Science.

[99]  David Clifford Wilson,et al.  New episodes of volcanism at Kilauea Volcano, Hawaii , 2008 .

[100]  Franz J. Meyer,et al.  Traffic monitoring with spaceborne SAR - Theory, simulations, and experiments , 2007, Comput. Vis. Image Underst..

[101]  Janusz Wasowski,et al.  Investigating landslides with space-borne Synthetic Aperture Radar (SAR) interferometry , 2006 .

[102]  Francesco De Zan,et al.  TOPSAR: Terrain Observation by Progressive Scans , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[103]  Michael Eineder,et al.  Toward Operational Compensation of Ionospheric Effects in SAR Interferograms: The Split-Spectrum Method , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[104]  H. Zebker,et al.  Persistent scatterer interferometric synthetic aperture radar for crustal deformation analysis, with application to Volcán Alcedo, Galápagos , 2007 .

[105]  Dirk Geudtner,et al.  Speckle Tracking and Interferometric Processing of TerraSAR-X TOPS Data for Mapping Nonstationary Scenarios , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[106]  K. Feigl,et al.  Radar interferometry and its application to changes in the Earth's surface , 1998 .

[107]  Antonio Pepe,et al.  On the Extension of the Minimum Cost Flow Algorithm for Phase Unwrapping of Multitemporal Differential SAR Interferograms , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[108]  Fabio Rocca,et al.  The wavenumber shift in SAR interferometry , 1994, IEEE Trans. Geosci. Remote. Sens..

[109]  Michele Manunta,et al.  A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[110]  R. Bamler,et al.  Synthetic aperture radar interferometry , 1998 .

[111]  Joong-Sun Won,et al.  An Improvement of the Performance of Multiple-Aperture SAR Interferometry (MAI) , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[112]  T. Wright,et al.  Toward mapping surface deformation in three dimensions using InSAR , 2004 .

[113]  Thomas J. Flynn,et al.  TWO-DIMENSIONAL PHASE UNWRAPPING WITH MINIMUM WEIGHTED DISCONTINUITY , 1997 .

[114]  Alberto Moreira,et al.  Extended chirp scaling algorithm for air- and spaceborne SAR data processing in stripmap and ScanSAR imaging modes , 1996, IEEE Trans. Geosci. Remote. Sens..

[115]  M. Simons,et al.  An InSAR‐based survey of volcanic deformation in the central Andes , 2004 .

[116]  J Li,et al.  Sentinel-1 TOPS interferometry for along-track displacement measurement , 2017 .

[117]  H. Zebker,et al.  Fault Slip Distribution of the 1999 Mw 7.1 Hector Mine, California, Earthquake, Estimated from Satellite Radar and GPS Measurements , 2002 .

[118]  Joong-Sun Won,et al.  Ionospheric Correction of SAR Interferograms by Multiple-Aperture Interferometry , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[119]  Hui Lin,et al.  Shanghai subway tunnels and highways monitoring through Cosmo-SkyMed Persistent Scatterers , 2012 .

[120]  Hyung-Sup Jung,et al.  Theoretical Accuracy of Along-Track Displacement Measurements from Multiple-Aperture Interferometry (MAI) , 2014, Sensors.

[121]  Yngvar Larsen,et al.  InSAR Deformation Time Series Using an $L_{1}$ -Norm Small-Baseline Approach , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[122]  Sergey V. Samsonov,et al.  Multidimensional time‐series analysis of ground deformation from multiple InSAR data sets applied to Virunga Volcanic Province , 2012 .

[123]  Fabiana Calò,et al.  A Minimum Acceleration Approach for the Retrieval of Multiplatform InSAR Deformation Time Series , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[124]  Manoochehr Shirzaei,et al.  A seamless multitrack multitemporal InSAR algorithm , 2015 .

[125]  Joong-Sun Won,et al.  Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking , 2015, Journal of Geodesy.

[126]  T. Schmugge,et al.  Passive microwave remote sensing system for soil moisture: some supporting research , 1989 .

[127]  Sergey V. Samsonov,et al.  Topographic Correction for ALOS PALSAR Interferometry , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[128]  Laurence Gray,et al.  Using multiple RADARSAT InSAR pairs to estimate a full three‐dimensional solution for glacial ice movement , 2011 .

[129]  D. Sandwell,et al.  Three-dimensional deformation caused by the Bam, Iran, earthquake and the origin of shallow slip deficit , 2005, Nature.

[130]  Antonio Pepe,et al.  Deformation Time-Series Generation in Areas Characterized by Large Displacement Dynamics: The SAR Amplitude Pixel-Offset SBAS Technique , 2011, IEEE Transactions on Geoscience and Remote Sensing.