DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Using Sentinel-1 and GRACE satellite data to monitor the hydrological variations within the Tulare Basin, California

Journal Article · · Scientific Reports

Abstract Subsidence induced by groundwater depletion is a grave problem in many regions around the world, leading to a permanent loss of groundwater storage within an aquifer and even producing structural damage at the Earth’s surface. California’s Tulare Basin is no exception, experiencing about a meter of subsidence between 2015 and 2020. However, understanding the relationship between changes in groundwater volumes and ground deformation has proven difficult. We employ surface displacement measurements from Interferometric Synthetic Aperture Radar (InSAR) and gravimetric estimates of terrestrial water storage from the Gravity Recovery and Climate Experiment (GRACE) satellite pair to characterize the hydrological dynamics within the Tulare basin. The removal of the long-term aquifer compaction from the InSAR time series reveals coherent short-term variations that correlate with hydrological features. For example, in the winter of 2018–2019 uplift is observed at the confluence of several rivers and streams that drain into the southeastern edge of the basin. These observations, combined with estimates of mass changes obtained from the orbiting GRACE satellites, form the basis for imaging the monthly spatial variations in water volumes. This approach facilitates the quick and effective synthesis of InSAR and gravimetric datasets and will aid efforts to improve our understanding and management of groundwater resources around the world.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
National Aeronautic and Space Administration (NASA); USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Basic Energy Sciences (BES), Chemical Sciences, Geosciences & Biosciences Division
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1854050
Journal Information:
Scientific Reports, Journal Name: Scientific Reports Journal Issue: 1 Vol. 12; ISSN 2045-2322
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (30)

Quantifying renewable groundwater stress with GRACE journal July 2015
High-resolution CSR GRACE RL05 mascons: HIGH-RESOLUTION CSR GRACE RL05 MASCONS journal October 2016
Development of a three-dimensional model of sedimentary texture in valley-fill deposits of Central Valley, California, USA journal October 2009
Water availability and land subsidence in the Central Valley, California, USA journal November 2015
Apportioning deformation among depth intervals in an aquifer system using InSAR and head data journal September 2021
Small baseline InSAR time series analysis: Unwrapping error correction and noise reduction journal December 2019
Quantitative mapping of groundwater depletion at the water management scale using a combined GRACE/InSAR approach journal February 2018
Detectability of variations in continental water storage from satellite observations of the time dependent gravity field journal September 1999
Satellites measure recent rates of groundwater depletion in California's Central Valley: CENTRAL VALLEY GROUNDWATER DEPLETION journal February 2011
Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products: WATER AND ENERGY FLUX ANALYSIS journal February 2012
Accuracy of scaled GRACE terrestrial water storage estimates: ACCURACY OF GRACE-TWS journal April 2012
Sustained Groundwater Loss in California's Central Valley Exacerbated by Intense Drought Periods journal July 2018
Groundwater Loss and Aquifer System Compaction in San Joaquin Valley During 2012–2015 Drought journal March 2019
A New Method for Isolating Elastic From Inelastic Deformation in Aquifer Systems: Application to the San Joaquin Valley, CA journal October 2019
A Decade of Water Storage Changes Across the Contiguous United States From GPS and Satellite Gravity journal November 2019
Extending the Global Mass Change Data Record: GRACE Follow‐On Instrument and Science Data Performance journal June 2020
Toward Sustained Monitoring of Subsidence at the Coast Using InSAR and GPS: An Application in Hampton Roads, Virginia journal September 2020
Characterization of Groundwater Recharge and Flow in California's San Joaquin Valley From InSAR‐Observed Surface Deformation journal April 2021
Adjoint‐Based Inversion of Geodetic Data for Sources of Deformation and Strain journal September 2021
Using surface displacement and strain observations to determine deformation at depth, with an application to Long Valley Caldera, California journal January 1988
Satellite-based monitoring of groundwater depletion in California’s Central Valley journal November 2019
Mechanics of Deformation and Acoustic Propagation in Porous Media journal April 1962
On the use of adjoints in the inversion of observed quasi-static deformation journal October 2020
A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms journal November 2002
Assessing Groundwater Depletion and Dynamics Using GRACE and InSAR: Potential and Limitations: P. Castellazzi et al. Groundwater X, no. X: XX-XX journal August 2016
Short-lived pause in Central California subsidence after heavy winter precipitation of 2017 journal August 2018
Algorithm 583: LSQR: Sparse Linear Equations and Least Squares Problems journal June 1982
Rapid Computation of Gravitational Attraction of Three‐Dimensional Bodies of Arbitrary Shape journal February 1960
The Gravitational Attraction of a Right Rectangular Prism journal April 1966
Inversion of airborne gravity gradient data, southwestern Oklahoma journal January 1991