Multidimensional Small Baseline Subset (MSBAS) for volcano monitoring in two dimensions: Opportunities and challenges. Case study Piton de la Fournaise volcano

Abstract Space-borne Synthetic Aperture Radar (SAR) provides an opportunity for monitoring ground deformation at active volcanoes with high temporal and spatial resolutions. Modern SAR satellites acquire very large volumes of data that no longer can be effectively and efficiently processed and interpreted manually. The development of novel automatic processing methodologies is warranted in order to fully utilize big data. The Multidimensional Small Baseline Subset (MSBAS) methodology is an example of the semi-automatic processing system for computing temporally dense two-dimensional, horizontal east-west and vertical time series of ground deformation from ascending and descending SAR imagery acquired by various satellites. Here MSBAS is used for mapping ground deformation at the Piton de la Fournaise volcano (La Reunion Island, France) during the February 2012–April 2016 period from RADARSAT-2 data. Five volcanic eruptions occurred during the June 2014–October 2015 period, producing over 60cm of horizontal and over 30cm of vertical ground deformation, well-resolved in the MSBAS-derived time series. Validation of DInSAR results by comparison with GNSS observations and modeling of the two last and largest eruptions was performed. Validation showed good overall agreement between DInSAR and GNSS observations while revealing the benefits and limitations of both techniques. Modeling of fault and dike geometries attempted to explain the dis-proportionally large eastward motion of the eastern flank of the Piton de la Fournaise volcano that occurred during these eruptions. We demonstrated that the simple elastic model consisting of two dikes and a sliding surface can account for the observed ground deformation.

[1]  V. Pinel,et al.  Cointrusive shear displacement by sill intrusion in a detachment: A numerical approach , 2014 .

[2]  S. Samsonov,et al.  Deep source model for Nevado del Ruiz Volcano, Colombia, constrained by interferometric synthetic aperture radar observations , 2015 .

[3]  Simon Day,et al.  Recent structural evolution of the Cumbre Vieja volcano, La Palma, Canary Islands: Volcanic rift zone reconfiguration as a precursor to volcano flank instability? , 1999 .

[4]  Kristy F. Tiampo,et al.  Spatiotemporal analysis and interpretation of 1993–2013 ground deformation at Campi Flegrei, Italy, observed by advanced DInSAR , 2014 .

[5]  A. Gregoriades,et al.  Assessing the reliability of socio‐technical systems , 2002 .

[6]  Ian Parsons,et al.  Surface deformation due to shear and tensile faults in a half-space , 1986 .

[7]  Kristy F. Tiampo,et al.  Volcanic source inversion using a genetic algorithm and an elastic-gravitational layered earth model for magmatic intrusions , 2004, Comput. Geosci..

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

[9]  Sergey V. Samsonov,et al.  Growth of a young pingo in the Canadian Arctic observed by RADARSAT-2 interferometric satellite radar , 2015 .

[10]  D. Massonnet,et al.  Evolution of magma conduits during the 1998–2000 eruptions of Piton de la Fournaise volcano, Réunion Island , 2010 .

[11]  Sergey V. Samsonov,et al.  Ground deformation in the Taupo Volcanic Zone, New Zealand, observed by ALOS PALSAR interferometry , 2011 .

[12]  John J. Clague,et al.  Rapidly accelerating subsidence in the Greater Vancouver region from two decades of ERS-ENVISAT-RADARSAT-2 DInSAR measurements , 2014 .

[13]  Wanpeng Feng,et al.  Patterns and mechanisms of coseismic and postseismic slips of the 2011 MW 7.1 Van (Turkey) earthquake revealed by multi-platform synthetic aperture radar interferometry , 2014 .

[14]  Kristy F. Tiampo,et al.  Modeling of fast ground subsidence observed in southern Saskatchewan (Canada) during 2008–2011 , 2013 .

[15]  Daniel Dzurisin,et al.  Volcano deformation : geodetic monitoring techniques , 2007 .

[16]  Thomas Fournier,et al.  Accounting for Atmospheric Delays in InSAR Data in a Search for Long-Wavelength Deformation in South America , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[17]  T. Wright,et al.  Statistical comparison of InSAR tropospheric correction techniques , 2015 .

[18]  P. Rosen,et al.  Atmospheric effects in interferometric synthetic aperture radar surface deformation and topographic maps , 1997 .

[19]  Sergey V. Samsonov,et al.  Ground deformation associated with post-mining activity at the French-German border revealed by novel InSAR time series method , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[20]  K. Tiampo,et al.  Spatio-temporal analysis of ground deformation occurring near Rice Lake, Saskatchewan, and observed by Radarsat-2 DInSAR during 2008–2011 , 2013 .

[21]  H. Ford,et al.  Recent Structural Evolution of Early-Type Galaxies: Size Growth from z = 1 to z = 0 , 2008, 0808.0077.

[22]  Pablo J. González,et al.  Detailed multidisciplinary monitoring reveals pre- and co-eruptive signals at Nyamulagira volcano (North Kivu, Democratic Republic of Congo) , 2013, Bulletin of Volcanology.

[23]  Geneviève Roult,et al.  A new comprehensive classification of the Piton de la Fournaise activity spanning the 1985–2010 period. Search and analysis of short-term precursors from a broad-band seismological station , 2011 .

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

[25]  Aline Peltier,et al.  Magma transport and storage at Piton de La Fournaise (La Réunion) between 1972 and 2007: A review of geophysical and geochemical data , 2009 .

[26]  A. Feijt,et al.  A First Quantitative Evaluation of Atmospheric Effects on SAR Interferometry , 1997 .

[27]  E. Casarotti,et al.  Volcanic deformation and flank instability due to magmatic sources and frictional rheology: the case of Mount Etna , 2012 .

[28]  Pierre Briole,et al.  The deformation field of the August 2003 eruption at Piton de la Fournaise, Reunion Island, mapped by ASAR interferometry , 2004 .

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

[30]  Y. Okada Surface deformation due to shear and tensile faults in a half-space , 1985 .

[31]  F. Massin,et al.  Internal structure and building of basaltic shield volcanoes: the example of the Piton de La Fournaise terminal cone (La Réunion) , 2012, Bulletin of Volcanology.

[32]  Sergey V. Samsonov,et al.  A simultaneous inversion for deformation rates and topographic errors of DInSAR data utilizing linear least square inversion technique , 2011, Comput. Geosci..

[33]  Dianne P. O'Leary,et al.  The Use of the L-Curve in the Regularization of Discrete Ill-Posed Problems , 1993, SIAM J. Sci. Comput..

[34]  A. Peltier,et al.  Cyclic magma storages and transfers at Piton de La Fournaise volcano (La Réunion hotspot) inferred from deformation and geochemical data , 2008 .

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

[36]  Steven N. Ward,et al.  An inversion for slip distribution and fault shape from geodetic observations of the 1983, Borah Peak, Idaho, Earthquake , 1986 .

[37]  J. Aitken Glacier Motion , 1873, Nature.

[38]  S. Samsonov,et al.  Airborne and Spaceborne Remote Sensing Characterization for Aquistore Carbon Capture and Storage Site , 2016 .

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

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

[41]  O. Lengliné,et al.  Uncovering the hidden signature of a magmatic recharge at Piton de la Fournaise volcano using small earthquakes , 2016 .

[42]  K. Mogi Relations between the Eruptions of Various Volcanoes and the Deformations of the Ground Surfaces around them , 1958 .

[43]  Sergey V. Samsonov,et al.  Dike model for the 2012–2013 Tolbachik eruption constrained by satellite radar interferometry observations , 2015 .

[44]  A. Peltier,et al.  Edifice strength and magma transfer modulation at Piton de la Fournaise volcano , 2013 .

[45]  J. Lénat,et al.  Active Volcanoes of the Southwest Indian Ocean: Piton de la Fournaise and Karthala , 2015 .

[46]  Jan-Peter Muller,et al.  Interferometric synthetic aperture radar (InSAR) atmospheric correction: GPS, moderate resolution Imaging spectroradiometer (MODIS), and InSAR integration , 2005 .

[47]  Urs Wegmüller,et al.  Gamma SAR processor and interferometry software , 1997 .

[48]  N. Villeneuve,et al.  Assessing the reliability and consistency of InSAR and GNSS data for retrieving 3D-displacement rapid changes, the example of the 2015 Piton de la Fournaise eruptions , 2017 .

[49]  Tjondro Indrasutanto,et al.  Dynamics of Lava Flows , 2009 .

[50]  R. Parker Geophysical Inverse Theory , 1994 .

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

[52]  Sergey Samsonov,et al.  Satellite interferometry for high-precision detection of ground deformation at a carbon dioxide storage site , 2015 .

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

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

[55]  Yu Zhang,et al.  Removal of systematic seasonal atmospheric signal from interferometric synthetic aperture radar ground deformation time series , 2014 .

[56]  Valérie Cayol,et al.  Finding realistic dike models from interferometric synthetic aperture radar data: The February 2000 eruption at Piton de la Fournaise , 2005 .

[57]  A. Derrien,et al.  Deep fluid transfer evidenced by surface deformation during the 2014-2015 unrest at Piton de la Fournaise volcano , 2016 .

[58]  M. Simons,et al.  3.12 Interferometric Synthetic Aperture Radar Geodesy , 2007 .

[59]  Aline Peltier,et al.  Ground Deformation at Piton de la Fournaise, a Review From 20 Years of GNSS Monitoring , 2016 .

[60]  Peter J. Clarke,et al.  Atmospheric models, GPS and InSAR measurements of the tropospheric water vapour field over Mount Etna , 2002 .