LiCSAR: An Automatic InSAR Tool for Measuring and Monitoring Tectonic and Volcanic Activity

Space-borne Synthetic Aperture Radar (SAR) Interferometry (InSAR) is now a key geophysical tool for surface deformation studies. The European Commission’s Sentinel-1 Constellation began acquiring data systematically in late 2014. The data, which are free and open access, have global coverage at moderate resolution with a 6 or 12-day revisit, enabling researchers to investigate large-scale surface deformation systematically through time. However, full exploitation of the potential of Sentinel-1 requires specific processing approaches as well as the efficient use of modern computing and data storage facilities. Here we present Looking Into Continents from Space with Synthetic Aperture Radar (LiCSAR), an operational system built for large-scale interferometric processing of Sentinel-1 data. LiCSAR is designed to automatically produce geocoded wrapped and unwrapped interferograms and coherence estimates, for large regions, at 0.001° resolution (WGS-84 coordinate system). The products are continuously updated at a frequency depending on prioritised regions (monthly, weekly or live update strategy). The products are open and freely accessible and downloadable through an online portal. We describe the algorithms, processing, and storage solutions implemented in LiCSAR, and show several case studies that use LiCSAR products to measure tectonic and volcanic deformation. We aim to accelerate the uptake of InSAR data by researchers as well as non-expert users by mass producing interferograms and derived product.

[1]  D. Massonnet,et al.  Deflation of Mount Etna monitored by spaceborne radar interferometry , 1995, Nature.

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

[3]  C. Werner,et al.  Radar interferogram filtering for geophysical applications , 1998 .

[4]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[5]  C. Werner,et al.  GAMMA SAR AND INTERFEROMETRIC PROCESSING SOFTWARE , 2000 .

[6]  T. Wright,et al.  Measurement of interseismic strain accumulation across the North Anatolian Fault by satellite radar interferometry , 2001 .

[7]  Howard A. Zebker,et al.  Phase unwrapping for large SAR interferograms: statistical segmentation and generalized network models , 2002, IEEE Trans. Geosci. Remote. Sens..

[8]  A. John Haines,et al.  An integrated global model of present‐day plate motions and plate boundary deformation , 2003 .

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

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

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

[12]  Michele Manunta,et al.  Postseismic displacement of the 1999 Athens earthquake retrieved by the Differential Interferometry by Synthetic Aperture Radar time series , 2008 .

[13]  Juliet Biggs,et al.  Multiple inflation and deflation events at Kenyan volcanoes, East African Rift , 2009 .

[14]  Zhong Lu,et al.  The postseismic response to the 2002 M 7.9 Denali Fault earthquake: Constraints from InSAR 2003-2005 , 2009 .

[15]  Franz J. Meyer,et al.  Using L-band SAR coherence to delineate glacier extent , 2010 .

[16]  Yngvar Larsen,et al.  Detailed rockslide mapping in northern Norway with small baseline and persistent scatterer interferometric SAR time series methods. , 2010 .

[17]  Paul Wessel,et al.  Open radar interferometry software for mapping surface Deformation , 2011 .

[18]  Gian Franco Sacco,et al.  InSAR Scientific Computing Environment , 2011 .

[19]  Tim J. Wright,et al.  Interseismic strain accumulation across the North Anatolian Fault from Envisat InSAR measurements , 2011 .

[20]  Tim J. Wright,et al.  Earthquake cycle deformation and the Moho: Implications for the rheology of continental lithosphere , 2013 .

[21]  Bryan Lawrence,et al.  Storing and manipulating environmental big data with JASMIN , 2013, 2013 IEEE International Conference on Big Data.

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

[23]  David T. Sandwell,et al.  El Mayor‐Cucapah (Mw 7.2) earthquake: Early near‐field postseismic deformation from InSAR and GPS observations , 2014 .

[24]  Fabiana Calò,et al.  Enhanced landslide investigations through advanced DInSAR techniques: The Ivancich case study, Assisi, Italy , 2014 .

[25]  Michele Manunta,et al.  New advances in intensive DInSAR processing through cloud computing environments , 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[26]  C. Werner,et al.  Sentinel-1 support in the GAMMA Software , 2015 .

[27]  J. Avouac,et al.  Himalayan megathrust geometry and relation to topography revealed by the Gorkha earthquake , 2016 .

[28]  Charles Werner,et al.  Sentinel-1 Support in the GAMMA Software , 2016 .

[29]  T.J. Wright,et al.  The role of space-based observation in understanding and responding to active tectonics and earthquakes , 2016, Nature Communications.

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

[31]  T. Duman,et al.  Active fault database of Turkey , 2018, Bulletin of Earthquake Engineering.

[32]  Tim J. Wright,et al.  Interseismic strain accumulation across the central North Anatolian Fault from iteratively unwrapped InSAR measurements , 2016 .

[33]  A. Wiesmann GAMMA Software information , 2017 .

[34]  Andrew Hooper,et al.  Anthropogenic and natural ground deformation in the Hengill geothermal area, Iceland , 2017 .

[35]  Fabiana Calò,et al.  Evaluation of the SBAS InSAR Service of the European Space Agency's Geohazard Exploitation Platform (GEP) , 2017, Remote. Sens..

[36]  David Bull,et al.  Application of Machine Learning to Classification of Volcanic Deformation in Routinely Generated InSAR Data , 2018, Journal of Geophysical Research: Solid Earth.

[37]  Qiang Qiu,et al.  Global Monitoring of Fault Zones and Volcanoes with Sentinel-1 , 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

[38]  Yuri Fialko,et al.  Observations and Modeling of Coseismic and Postseismic Deformation Due To the 2015 Mw 7.8 Gorkha (Nepal) Earthquake , 2018 .

[39]  Zhenhong Li,et al.  Generic Atmospheric Correction Model for Interferometric Synthetic Aperture Radar Observations , 2018, Journal of Geophysical Research: Solid Earth.

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

[41]  Songbo Wu,et al.  Interseismic Ground Deformation and Fault Slip Rates in the Greater San Francisco Bay Area From Two Decades of Space Geodetic Data , 2018, Journal of Geophysical Research: Solid Earth.

[42]  Andrew Hooper,et al.  Blind Signal Separation Methods for InSAR: The Potential to Automatically Detect and Monitor Signals of Volcanic Deformation , 2018, Journal of Geophysical Research: Solid Earth.

[43]  Bryan N. Lawrence,et al.  Beating data bottlenecks in weather and climate science , 2018 .

[44]  Tim J. Wright,et al.  Spatial and temporal patterns of deformation at the Tendaho geothermal prospect, Ethiopia , 2018 .

[45]  Daniele Perissin,et al.  Using PS-InSAR to detect surface deformation in geothermal areas of West Java in Indonesia , 2018, Int. J. Appl. Earth Obs. Geoinformation.

[46]  M. E. Gaddes,et al.  Using Machine Learning to Automatically Detect Volcanic Unrest in a Time Series of Interferograms , 2019, Journal of Geophysical Research: Solid Earth.

[47]  Fabien Albino,et al.  Dyke intrusion between neighbouring arc volcanoes responsible for 2017 pre-eruptive seismic swarm at Agung , 2019, Nature Communications.

[48]  H. Hua,et al.  Development of open-access Standardized InSAR Displacement Products by the Advanced Rapid Imaging and Analysis (ARIA) Project for Natural Hazards , 2019 .

[49]  Andrew Hooper,et al.  A Spatially Varying Scaling Method for InSAR Tropospheric Corrections Using a High‐Resolution Weather Model , 2019, Journal of Geophysical Research: Solid Earth.

[50]  Patrick Hostert,et al.  Remote sensing and geospatial technologies in support of a normative land system science: status and prospects , 2019, Current Opinion in Environmental Sustainability.

[51]  Karsten Spaans,et al.  A New Method for Large-Scale Landslide Classification from Satellite Radar , 2019, Remote. Sens..

[52]  J. Biggs,et al.  The 2017 Eruption of Erta 'Ale Volcano, Ethiopia: Insights Into the Shallow Axial Plumbing System of an Incipient Mid‐Ocean Ridge , 2019, Geochemistry, Geophysics, Geosystems.

[53]  N. Anantrasirichai,et al.  The application of Convolutional Neural Networks to Detect Slow, Sustained Deformation in InSAR Timeseries , 2019, ArXiv.

[54]  Nantheera Anantrasirichai,et al.  A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets , 2019, Remote Sensing of Environment.

[55]  Henriette Sudhaus,et al.  A Python framework for efficient use of pre-computed Green's functions in seismological and other physical forward and inverse source problems , 2019, Solid Earth.

[56]  Zdenek Sustr,et al.  Displacements Monitoring over Czechia by IT4S1 System for Automatised Interferometric Measurements Using Sentinel-1 Data , 2020, Remote. Sens..

[57]  Milan Lazecký,et al.  LiCSBAS: An Open-Source InSAR Time Series Analysis Package Integrated with the LiCSAR Automated Sentinel-1 InSAR Processor , 2020, Remote. Sens..

[58]  Thomas Blaschke,et al.  Big Earth data: disruptive changes in Earth observation data management and analysis? , 2019, Int. J. Digit. Earth.

[59]  Milan Lazecky,et al.  High‐Resolution Surface Velocities and Strain for Anatolia From Sentinel‐1 InSAR and GNSS Data , 2020 .

[60]  J. Elliott,et al.  Earth Observation for the Assessment of Earthquake Hazard, Risk and Disaster Management , 2020, Surveys in Geophysics.