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

Title: A GRACE ‐based assessment of interannual groundwater dynamics in the C ommunity L and M odel

Abstract

Abstract The estimation of groundwater storage variations is important for quantifying available water resources and managing storage surpluses to alleviate storage deficiencies during droughts. This is particularly true in semi‐arid regions, where multiyear droughts can be common. To complement the local information provided by soil moisture and well level measurements, land models such as the Community Land Model (CLM) can be used to simulate regional scale water storage variations. CLM includes a bulk aquifer model to simulate saturated water storage dynamics below the model soil column. Aquifer storage increases when it receives recharge from the overlying soil column, and decreases due to lateral flow (i.e., base flow) and capillary rise. In this study, we examine the response of the CLM aquifer model to transitions between low and high recharge inputs, and show that the model simulates unrealistic long‐period behavior relative to total water storage (TWS) observations from the Gravity Recovery and Climate Experiment (GRACE). We attribute the model's poor response to large wetting events to the lack of a finite lower boundary in the bulk aquifer model. We show that by removing the bulk aquifer model and adding a zero‐flux boundary condition at the base of the soil column, goodmore » agreement with GRACE observations can be achieved. In addition, we examine the sensitivity of simulated total water storage to the depth at which the zero‐flux boundary is applied, i.e., the thickness of the soil column. Based on comparisons to GRACE, an optimal soil thickness map is constructed. Simulations using the modified CLM with the derived soil thickness map are shown to perform as well or better than standard CLM simulations. The improvements in simulated, climatically induced, long‐period water storage variability will reduce the uncertainty in GRACE‐based estimates of anthropogenic groundwater depletion.« less

Authors:
 [1];  [1]
  1. Climate and Global Dynamics Division National Center for Atmospheric Research Boulder Colorado USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1402377
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Water Resources Research
Additional Journal Information:
Journal Name: Water Resources Research Journal Volume: 51 Journal Issue: 11; Journal ID: ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Swenson, S. C., and Lawrence, D. M. A GRACE ‐based assessment of interannual groundwater dynamics in the C ommunity L and M odel. United States: N. p., 2015. Web. doi:10.1002/2015WR017582.
Swenson, S. C., & Lawrence, D. M. A GRACE ‐based assessment of interannual groundwater dynamics in the C ommunity L and M odel. United States. https://doi.org/10.1002/2015WR017582
Swenson, S. C., and Lawrence, D. M. Fri . "A GRACE ‐based assessment of interannual groundwater dynamics in the C ommunity L and M odel". United States. https://doi.org/10.1002/2015WR017582.
@article{osti_1402377,
title = {A GRACE ‐based assessment of interannual groundwater dynamics in the C ommunity L and M odel},
author = {Swenson, S. C. and Lawrence, D. M.},
abstractNote = {Abstract The estimation of groundwater storage variations is important for quantifying available water resources and managing storage surpluses to alleviate storage deficiencies during droughts. This is particularly true in semi‐arid regions, where multiyear droughts can be common. To complement the local information provided by soil moisture and well level measurements, land models such as the Community Land Model (CLM) can be used to simulate regional scale water storage variations. CLM includes a bulk aquifer model to simulate saturated water storage dynamics below the model soil column. Aquifer storage increases when it receives recharge from the overlying soil column, and decreases due to lateral flow (i.e., base flow) and capillary rise. In this study, we examine the response of the CLM aquifer model to transitions between low and high recharge inputs, and show that the model simulates unrealistic long‐period behavior relative to total water storage (TWS) observations from the Gravity Recovery and Climate Experiment (GRACE). We attribute the model's poor response to large wetting events to the lack of a finite lower boundary in the bulk aquifer model. We show that by removing the bulk aquifer model and adding a zero‐flux boundary condition at the base of the soil column, good agreement with GRACE observations can be achieved. In addition, we examine the sensitivity of simulated total water storage to the depth at which the zero‐flux boundary is applied, i.e., the thickness of the soil column. Based on comparisons to GRACE, an optimal soil thickness map is constructed. Simulations using the modified CLM with the derived soil thickness map are shown to perform as well or better than standard CLM simulations. The improvements in simulated, climatically induced, long‐period water storage variability will reduce the uncertainty in GRACE‐based estimates of anthropogenic groundwater depletion.},
doi = {10.1002/2015WR017582},
journal = {Water Resources Research},
number = 11,
volume = 51,
place = {United States},
year = {Fri Nov 06 00:00:00 EST 2015},
month = {Fri Nov 06 00:00:00 EST 2015}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1002/2015WR017582

Citation Metrics:
Cited by: 54 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The Community Earth System Model: A Framework for Collaborative Research
journal, September 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 9
  • DOI: 10.1175/BAMS-D-12-00121.1

The global groundwater crisis
journal, October 2014


Dwindling groundwater resources in northern India, from satellite gravity observations
journal, January 2009

  • Tiwari, V. M.; Wahr, J.; Swenson, S.
  • Geophysical Research Letters, Vol. 36, Issue 18
  • DOI: 10.1029/2009GL039401

Contribution of global groundwater depletion since 1900 to sea-level rise: GROUNDWATER DEPLETION
journal, September 2011


Long-Term Groundwater Depletion in the United States
journal, December 2014


Development of a Coupled Land Surface and Groundwater Model
journal, June 2005

  • Maxwell, Reed M.; Miller, Norman L.
  • Journal of Hydrometeorology, Vol. 6, Issue 3
  • DOI: 10.1175/JHM422.1

Groundwater use for irrigation – a global inventory
journal, January 2010

  • Siebert, S.; Burke, J.; Faures, J. M.
  • Hydrology and Earth System Sciences, Vol. 14, Issue 10
  • DOI: 10.5194/hess-14-1863-2010

Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations
journal, March 2014

  • Joodaki, Gholamreza; Wahr, John; Swenson, Sean
  • Water Resources Research, Vol. 50, Issue 3
  • DOI: 10.1002/2013WR014633

Future long-term changes in global water resources driven by socio-economic and climatic changes
journal, April 2007

  • Alcamo, Joseph; FlÖRke, Martina; MÄRker, Michael
  • Hydrological Sciences Journal, Vol. 52, Issue 2
  • DOI: 10.1623/hysj.52.2.247

Groundwater depletion during drought threatens future water security of the Colorado River Basin: GROUNDWATER LOSS IN COLORADO RIVER BASIN
journal, August 2014

  • Castle, Stephanie L.; Thomas, Brian F.; Reager, John T.
  • Geophysical Research Letters, Vol. 41, Issue 16
  • DOI: 10.1002/2014GL061055

Multimodel projections and uncertainties of irrigation water demand under climate change: IRRIGATION DEMAND UNDER CLIMATE CHANGE
journal, September 2013

  • Wada, Yoshihide; Wisser, Dominik; Eisner, Stephanie
  • Geophysical Research Letters, Vol. 40, Issue 17
  • DOI: 10.1002/grl.50686

Water balance of global aquifers revealed by groundwater footprint
journal, August 2012

  • Gleeson, Tom; Wada, Yoshihide; Bierkens, Marc F. P.
  • Nature, Vol. 488, Issue 7410
  • DOI: 10.1038/nature11295

Accuracy of scaled GRACE terrestrial water storage estimates: ACCURACY OF GRACE-TWS
journal, April 2012

  • Landerer, F. W.; Swenson, S. C.
  • Water Resources Research, Vol. 48, Issue 4
  • DOI: 10.1029/2011WR011453

Assessing a dry surface layer-based soil resistance parameterization for the Community Land Model using GRACE and FLUXNET-MTE data
journal, September 2014

  • Swenson, S. C.; Lawrence, D. M.
  • Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 17
  • DOI: 10.1002/2014JD022314

Accuracy of GRACE mass estimates
journal, January 2006

  • Wahr, John; Swenson, Sean; Velicogna, Isabella
  • Geophysical Research Letters, Vol. 33, Issue 6
  • DOI: 10.1029/2005GL025305

Representation of Water Table Dynamics in a Land Surface Scheme. Part I: Model Development
journal, June 2005

  • Yeh, Pat J-F.; Eltahir, Elfatih A. B.
  • Journal of Climate, Vol. 18, Issue 12
  • DOI: 10.1175/JCLI3330.1

Global depletion of groundwater resources: GLOBAL GROUNDWATER DEPLETION
journal, October 2010

  • Wada, Yoshihide; van Beek, Ludovicus P. H.; van Kempen, Cheryl M.
  • Geophysical Research Letters, Vol. 37, Issue 20
  • DOI: 10.1029/2010GL044571

Effect of water table dynamics on land surface hydrologic memory
journal, January 2010

  • Lo, Min-Hui; Famiglietti, James S.
  • Journal of Geophysical Research, Vol. 115, Issue D22
  • DOI: 10.1029/2010JD014191

Post-processing removal of correlated errors in GRACE data
journal, January 2006

  • Swenson, Sean; Wahr, John
  • Geophysical Research Letters, Vol. 33, Issue 8
  • DOI: 10.1029/2005GL025285

GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas: GRACE-BASED DROUGHT MONITORING
journal, July 2013

  • Long, Di; Scanlon, Bridget R.; Longuevergne, Laurent
  • Geophysical Research Letters, Vol. 40, Issue 13
  • DOI: 10.1002/grl.50655

The Global Precipitation Climatology Project (GPCP) Combined Precipitation Dataset
journal, January 1997


Incorporating water table dynamics in climate modeling: 2. Formulation, validation, and soil moisture simulation: SOIL MOISTURE SIMULATION WITH WATER TABLE
journal, July 2007

  • Miguez-Macho, Gonzalo; Fan, Ying; Weaver, Christopher P.
  • Journal of Geophysical Research: Atmospheres, Vol. 112, Issue D13
  • DOI: 10.1029/2006JD008112

A simple TOPMODEL-based runoff parameterization (SIMTOP) for use in global climate models
journal, January 2005

  • Niu, Guo-Yue; Yang, Zong-Liang; Dickinson, Robert E.
  • Journal of Geophysical Research, Vol. 110, Issue D21
  • DOI: 10.1029/2005JD006111

Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model
journal, January 2011

  • Lawrence, David M.; Oleson, Keith W.; Flanner, Mark G.
  • Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 3
  • DOI: 10.1029/2011MS000045

The ERA-Interim reanalysis: configuration and performance of the data assimilation system
journal, April 2011

  • Dee, D. P.; Uppala, S. M.; Simmons, A. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 656
  • DOI: 10.1002/qj.828

Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE
journal, December 1998

  • Wahr, John; Molenaar, Mery; Bryan, Frank
  • Journal of Geophysical Research: Solid Earth, Vol. 103, Issue B12
  • DOI: 10.1029/98JB02844

A comparison of terrestrial water storage variations from GRACE with in situ measurements from Illinois
journal, January 2006

  • Swenson, Sean; Yeh, Pat J. -F.; Wahr, John
  • Geophysical Research Letters, Vol. 33, Issue 16
  • DOI: 10.1029/2006GL026962

The gravity recovery and climate experiment: Mission overview and early results: GRACE MISSION OVERVIEW AND EARLY RESULTS
journal, May 2004

  • Tapley, B. D.; Bettadpur, S.; Watkins, M.
  • Geophysical Research Letters, Vol. 31, Issue 9
  • DOI: 10.1029/2004GL019920

Incorporating water table dynamics in climate modeling: 3. Simulated groundwater influence on coupled land-atmosphere variability
journal, January 2008

  • Anyah, Richard O.; Weaver, Christopher P.; Miguez-Macho, Gonzalo
  • Journal of Geophysical Research, Vol. 113, Issue D7
  • DOI: 10.1029/2007JD009087

Monitoring the water balance of Lake Victoria, East Africa, from space
journal, May 2009


Development of a simple groundwater model for use in climate models and evaluation with Gravity Recovery and Climate Experiment data
journal, January 2007

  • Niu, Guo-Yue; Yang, Zong-Liang; Dickinson, Robert E.
  • Journal of Geophysical Research, Vol. 112, Issue D7
  • DOI: 10.1029/2006JD007522