G004
Geodetic InSAR Time-series Analysis; Applications and Uncertainty Quantification
Session ID#: 82055
Session Description:
Sentinel-1 and NISAR with their free and open data policy, as well as, their regular acquisition and global coverage, are unlocking the operational use of InSAR for studying various geophysical processes. Unfortunately many of the existing processing methods are challenged by the shear volume and high spatial-temporal sampling of these data. There is a clear need to efficiently explore the full capacity of modern SAR observations. We welcome contributions that focus on new methods and algorithms to efficiently process large InSAR stacks for time-series analysis (including those at full resolution), and approaches that aim at quantifying the uncertainty of InSAR displacement time-series due to processing, propagation delays, as well as, environmental and scattering effects. In addition we welcome application of these methods for tectonic and non-tectonic studies including but not limited to near fault observations and modeling, critical infrastructure monitoring, soil moisture, landslides, and subsidence.
Index Terms:
1209 Tectonic deformation [GEODESY AND GRAVITY]
1211 Non-tectonic deformation [GEODESY AND GRAVITY]
1240 Satellite geodesy: results [GEODESY AND GRAVITY]
1241 Satellite geodesy: technical issues [GEODESY AND GRAVITY]
Primary Convener: Heresh Fattahi, Jet Propulsion Laboratory, Pasadena, CA, United States
Conveners: David P Bekaert, NASA Jet Propulsion Laboratory, Pasadena, United States and Rowena Lohman, Cornell University, Earth and Atmospheric Sciences, Ithaca, NY, United States
Primary Liaison: Heresh Fattahi, Jet Propulsion Laboratory, Pasadena, CA, United States
Linking InSAR-based deformation monitoring with the national geodetic infrastructure in Denmark (489407)
Joanna Balasis-Levinsen1, Martin Nissen2, Aslak Meister1 and Kristian Keller1, (1)Agency for Data Supply and Efficiency, Danish Ministry for Climate, Energy and Utilities, Spatial References, Copenhagen, Denmark, (2)Agency for Data Supply and Efficiency, Danish Ministry for Climate, Energy and Utilities, Earth Observation, Copenhagen, Denmark
Automated methods for detecting volcanic deformation using Sentinel-1 InSAR time series (Invited) (489522)
Juliet Biggs, University of Bristol, COMET, School of Earth Sciences, Bristol, United Kingdom, Fabien Albino, University of Miami, Marine Geology and Geophysics, Miami, FL, United States, Fikret Dogru, Ataturk Universitesi, Erzurum, Turkey, Stanley Yip, University of Bristol, School of Earth Sciences, Bristol, United Kingdom, Chen Yu, COMET, Newcastle University, School of Engineering, Tyne and Wear, United Kingdom, Zhenhong Li, COMET, Newcastle University, School of Engineering, Newcastle Upon Tyne, United Kingdom and Nantheera Anantrasirichai, University of Bristol, Bristol, BS8, United Kingdom
Surface and subsurface dynamics of the Slumgullion landslide, CO from Sentinel-1 and UAVSAR radar images and in-situ observations (490278)
Xie Hu, University of California Berkeley, Berkeley, CA, United States, Roland Burgmann, Univ California Berkeley, Seismological Laboratory, Berkeley, CA, United States, William H Schulz, USGS, Geologic Hazards Science Center, Golden, CO, United States and Eric Jameson Fielding, Jet Propulsion Lab Caltech, Pasadena, CA, United States
InSAR Observation and Geodetic Modeling of the 2017 Mw 6.3 Jinghe Earthquake (491183)
Wenyu Gong1, Yingfeng Zhang1, Tao Li1, Shaoyan Wen2, Dezheng Zhao3 and Xinjian Shan1, (1)State Key Laboratory of Earthquake Dynamics, Institute of Geology, China Earthquake Administration, Beijing, China, (2)Earthquake Administration of Xinjiang, Ürümqi, China, (3)Institute of Geology, China Earthquake Administration, Beijing, China
Subsidence associated with oil extraction, measured from time-series analysis of Sentinel-1 data : case study of the Patos-Marinza oil field, Albania (492034)
Marianne Metois1, Mouna Benjelloun1, Cécile Lasserre1, Raphael Grandin2, Laurie Barrier2, Edmond Dushi3 and Rexhep Koci3, (1)University Claude Bernard Lyon 1, LGLTPE Laboratoire de Géologie de Lyon: Terre, Planètes et Environnement, Villeurbanne, France, (2)Institut de Physique du Globe de Paris, Paris, France, (3)Polytechnic University of Tirana, Institute of Geosciences, Tirana, Albania
FRInGE; Full-Resolution InSAR timeseries using Generalized Eigenvectors (497561)
Heresh Fattahi1, Piyush S. Agram2, Ekaterina Tymofyeyeva1 and David P Bekaert3, (1)Jet Propulsion Laboratory, Pasadena, CA, United States, (2)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, United States
Noise Analysis of InSAR SBAS-derived Deformation Time Series: Tests on Simulated Data (500636)
Luyen K. Bui, Curtin University, Department of Spatial Sciences, Perth, WA, Australia, William E Featherstone, Curtin Univ Technology, Perth, WA, Australia and Michael S Filmer, Curtin University, Perth, WA, Australia
A wavelet-based method to map swelling clays coupling the ground displacement and the surface soil moisture acquired by Sentinel-1 and SMOS satellites. Application at a gas storage site in Southwestern France (Lussagnet). (506713)
André Burnol1, Hideo Aochi1, Daniel Raucoules1, Fernanda M. L. Veloso1, Fifamè N. Koudogbo2, Pierre Chiquet3 and Christophe Maisons4, (1)BRGM, DRP, Orléans, France, (2)TRE ALTAMIRA S.L.U, Barcelona, Spain, Barcelona, Spain, (3)TEREGA, Pau, France, (4)MAGNITUDE, Sainte-Tulle, France
Relating Sentinel 1 InSAR and ECOSTRESS Thermal Data to Monitor the Lava Flow at Kilauea Volcano, Hawaii (509445)
Ninad P Bhagwat, Montana Technological University, Butte, MT, United States and Xiaobing Zhou, Montana Tech, Geophysical Engineering, Butte, MT, United States
Investigation of Deep Bedrock Geometries Using Insar Time Series and Geophysical Investigations (511322)
Carlo Alberto Brunori, Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy, Daniela Famiani, Istituto Nazionale di Geofisica e Vulcanologia, Roma, Italy, Federica Murgia, Università degli Studi di Roma La Sapienza, Roma, Italy and Luca Pizzimenti, INGV, Roma, Italy
Variational Bayesian Independent Component Analysis for InSAR displacement time series with application to Central Valley, California (513971)
Adriano Gualandi, NASA Jet Propulsion Laboratory, Pasadena, CA, United States and Zhen Liu, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States
Parallel Processing of Sentinel-1 InSAR Time-series Data for Detection of Large Scale Deformation in North China Plain (515813)
Mingjia Li1,2, Jianbao Sun1, Zhengkang Shen2,3, Shiyong Zhou2 and Cécile Lasserre4, (1)State Key Lab. of Earthquake Dynamics, Institute of Geology, CEA, Beijing, China, (2)ITAG Institute of Theoretical and Applied Geophysics, Peking University, Beijing, China, (3)University of California Los Angeles, Dept. of Earth, Planetary, and Space Sciences, Los Angeles, CA, United States, (4)University Claude Bernard Lyon 1, LGLTPE Laboratoire de Géologie de Lyon: Terre, Planètes et Environnement, Villeurbanne, France
Continuous monitoring of ground deformation in Qatar, using Sentinel-1 InSAR time series (518708)
Mustafa Kemal Emil1, Mohamed Sultan1, Khaled Al-Akhras2, Guzalay Sataer1, Sabreen Gozi3 and Nicholas Shaw1, (1)Western Michigan University, Department of Geological and Environmental Sciences, Kalamazoo, MI, United States, (2)Ministry of Municipality & Environment, Infrastructure Planning Department, Doha, Qatar, (3)Suez Canal University, Geology, Faculty of Science, Ismailia, Egypt
Deep learning InSAR: atmospheric noise removal and small deformation signal extraction from InSAR time series using a convolutional autoencoder (525652)
Bertrand Rouet-Leduc, Los Alamos National Laboratory, Los Alamos, NM, United States, Manon Dalaison, Ecole Normale Supérieure Paris, Paris, France, Paul A Johnson, Los Alamos National Laboratory, Earth and Environmental Sciences: Geophysics (EES-17), Los Alamos, NM, United States and Romain Jolivet, Ecole Normale Supérieure Paris, Département de Géosciences, Paris, France
Analyzing InSAR time series: Case study on salt diapir intrusions and sabkhas in Southwestern Saudi Arabia (541048)
Hannah G Pankratz1, Mohamed Sultan1, Saleh Sefry2, Hassan Alharbi2, Mustafa Kemal Emil1 and Sabreen Gozi3, (1)Western Michigan University, Department of Geological and Environmental Sciences, Kalamazoo, MI, United States, (2)Saudi Geological Survey, Jeddah, Saudi Arabia, (3)Suez Canal University, Geology, Faculty of Science, Ismailia, Egypt
Ground Deformation of Wuhan, China, revealed by Multi-temporal InSAR (555462)
Yakun Han, Wuhan University /Southern Methodist University, School of Geodesy and Geomatics/ Huffington Department of Earth Sciences, Dallas, TX, United States, Jingui Zou, Wuhan University, School of Geodesy and Geomatics, Wuhan, China, Zhong Lu, Southern Methodist University, Dallas, TX, United States and Ya Kang, Chang'an University, Xi'an, China
Inflation of Okmok volcano during 2015 to 2018 from PS analyses (556214)
Jiahui Wang, Southern Methodist University, Department of Earth Science, Dallas, TX, United States, Zhong Lu, Southern Methodist University, Dallas, TX, United States and Patricia M Gregg, University of Illinois at Urbana-Champaign, Urbana, IL, United States
Line-of-Sight Deformation Time-series along the San Andreas Fault System from Sentinel-1 InSAR and GPS (556281)
David T Sandwell1, Xiaohua Xu2, Emilie Klein3, Peng Fang2 and Yehuda Bock2, (1)University of California San Diego, La Jolla, CA, United States, (2)Scripps Institution of Oceanography, Institute of Geophysics and Planetary Physics, La Jolla, CA, United States, (3)Scripps Institution of Oceanography, La Jolla, United States
An Assessment of Soil Moisture Effects on C- and L-band InSAR Observables (557893)
Wesley Neely1, Adrian A Borsa1 and Xiaohua Xu2, (1)Scripps Institution of Oceanography, La Jolla, CA, United States, (2)Scripps Institution of Oceanography, Institute of Geophysics and Planetary Physics, La Jolla, CA, United States
Rapid subsidence in Konya city (C. Turkey) revealed by Sentinel 1 InSAR time series (576635)
Nurdan Sireci, Istanbul Technical University, Eurasia Institute of Earth Sciences, Istanbul, Turkey, Gokhan Aslan, Istanbul Technical Univ, Eurasia Earth. Sci. Ins., Istanbul, Turkey and Ziyadin Cakir, Istanbul Technical University, Department of Geology, Maslak, Turkey
Rethinking workflows: A fully dynamic InSAR processing system for ground motion monitoring (580935)
Petar Marinkovic1, Yngvar Larsen2, Tom Rune Lauknes2 and John Fitzgerald Dehls3, (1)PPO Labs, The Hague, Netherlands, (2)Norwegian Research Centre (NORCE), Tromsø, Norway, (3)Geological Survey of Norway, Trondheim, Norway
Monitoring recent land subsidence in the Nile Delta of Egypt using Sentinel-1 InSAR time series (586986)
Soha Reda Hassan1,2, Mohamed Sultan1, Mustafa Kemal Emil1, K.H. Zahran2, Elsayed Issawy2, Abdelaziz Abdeldayem3, Samir Kamh3 and Esraa Emam2, (1)Western Michigan University, Department of Geological and Environmental Sciences, Kalamazoo, MI, United States, (2)National Research Institute of Astronomy and Geophysics, Department of Earth Geo-dynamics, Helwan, Egypt, (3)Tanta University, Department of Geology, Tanta, Egypt
Linking Land Subsidence and Land Use in Western Taiwan by Sentinel-1 PSInSAR Timeseries and A Network of GPS Continuous Stations (587522)
LiuXuan Jian, National Central University, Taoyuan, Taiwan, Kuo-Hsin Tseng, National Central University, Kanagawa, Japan, Yu-Heng Tai, Center for Space and Remote Sensing Research, National Central University, Taoyuan, Taiwan and Yu-Ching Lin, Chung Cheng Institute of Technology, Taoyuan, Taiwan
Transient Injection Well Deformation Observed by InSAR and Explained with Poroelastic Modeling (589705)
Emily Jo Graves, University of Alaska Fairbanks, Geophysical Institute, Fairbanks, AK, United States, Ronni Grapenthin, University of Alaska Fairbanks, Geophysical Institute, Fairbanks, United States, Alex J Rinehart, New Mexico Institute of Mining and Technology, Earth and Environmental Science, Socorro, NM, United States and Mark Austin Person, New Mexico Tech, Earth & Environmental Science, Socorro, NM, United States
Land subsidence in Xiongan New Area revealed by Time Series SAR Interferometry (590604)
Mi Chen1, Zhenhong Li2, Huili Gong1, Xiaojuan Li1, Yun Pan1, Lin Zhu1 and Xinyue Xu1, (1)Capital Normal University, Beijing, China, (2)COMET, Newcastle University, School of Engineering, Newcastle Upon Tyne, United Kingdom
DinSAR Sentinel-1A/B Time Series Analysis to Map Subsidence of the Ganges-Brahmaputra-Meghna Delta (594263)
Clay Woods, Boulder, CO, United States, Irina Overeem, University of Colorado, Institute of Arctic and Alpine Research, Boulder, CO, United States, Kristy French Tiampo, University of Western Ontario, Department of Earth Sciences, London, ON, Canada and Michael S Steckler, Lamont-Doherty Earth Obs, Palisades, NY, United States
Tectonic Deformation and Surface Processes Across the Tibetan Plateau: Insights from Time Series Analysis of Sentinel-1 InSAR Data (602633)
Robert Wayne Zinke, NASA Jet Propulsion Laboratory, Earth Science, Pasadena, CA, United States, Gilles Peltzer, Jet Propulsion Laboratory, Pasadena, United States, Eric Jameson Fielding, Jet Propulsion Lab Caltech, Pasadena, CA, United States, Simran Sangha, NASA Jet Propulsion Laboratory, Pasadena, CA, United States, David P Bekaert, JPL/NASA/Caltech, Pasadena, United States, Susan E Owen, Jet Propulsion Laboratory, Pasadena, CA, United States and ARIA Team
Machine Learning Prediction of Groundwater-Induced Land Subsidence: A Case Study for the Pahrump Valley in Nevada (606181)
Hai V Pham, Desert Research Institute Las Vegas, Division of Hydrologic Sciences, Las Vegas, NV, United States, Phong V. V. Le, University of Illinois at Urbana Champaign, Urbana, IL, United States, Luyen K. Bui, Hanoi University of Geology and Mining, Hanoi, Vietnam, John M Klenke, Nye County, Pahrump, NV, United States and Karl Pohlmann, Desert Research Institute, Las Vegas, NV, United States
Mitigation of Tropospheric Effects on X-band InSAR Time-Series Datasets over Nicaraguan Volcanoes (607876)
Kirsten Stephens1, Rebecca Collette Bussard2, Christelle Wauthier1,3, Peter C La Femina1 and Machel Higgins1, (1)Pennsylvania State University Main Campus, Department of Geosciences, University Park, PA, United States, (2)University of Oregon, Department of Earth Sciences, Eugene, OR, United States, (3)Institute for CyberScience, Pennsylvania State University, University Park, PA, United States
Improvements and evaluation of methods for reducing tropospheric effects in InSAR (609328)
Kyle D Murray, Cornell University, Ithaca, NY, United States, David P Bekaert, Jet Propulsion Laboratory, Pasadena, United States and Rowena Lohman, Cornell University, Earth and Atmospheric Sciences, Ithaca, NY, United States
Employing Machine Learning Optimization Techniques In Radar Imagery Phase Unwrapping (614593)
Bardia Barabadi1, Matt Gara2, Amirali Baniasadi3 and Nikitas J Dimopoulos3, (1)Student, ECE, Victoria, BC, Canada, (2)3v Geomatics, Vancouver, Canada, (3)University of Victoria, ECE, Victoria, BC, Canada
Landslide analysis in Eldorado National Forest based on InSAR (615498)
Ya Kang1, Zhong Lu2, Chaoying Zhao1, Jin Woo Kim2 and Yakun Han3, (1)Chang'an University, Xi'an, China, (2)Southern Methodist University, Dallas, TX, United States, (3)Wuhan University /Southern Methodist University, School of Geodesy and Geomatics/ Huffington Department of Earth Sciences, Dallas, TX, United States
Convolutional Neural Network Super-Resolution for Co-registration (615537)
Khaled Kelany1, Matt Gara2, Amirali Baniasadi1 and Nikitas J Dimopoulos1, (1)University of Victoria, ECE, Victoria, BC, Canada, (2)3v Geomatics, Vancouver, Canada
An Exploration Through Various Optimization Methods for InSAR Images (618233)
Pouya Shiri1, Khaled Kelany1, Matt Gara2 and Amirali Baniasadi1, (1)University of Victoria, ECE, Victoria, BC, Canada, (2)3v Geomatics, Vancouver, Canada
Towards a cost-effective approach for Vertical Land Motion mapping integrating InSAR and GNSS : An Application in Hampton Roads, Virginia (619958)
Brett A Buzzanga1, David P Bekaert2, Simran Sangha3 and Benjamin Hamlington3, (1)Old Dominion University, Norfolk, VA, United States, (2)NASA Jet Propulsion Laboratory, Pasadena, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, CA, United States
