On the contribution of groundwater storage to interannual streamflow anomalies in the Colorado River basin

We assess the significance of groundwater stor- age for seasonal streamflow forecasts by evaluating its con- tribution to interannual streamflow anomalies in the 29 trib- utary sub-basins of the Colorado River. Monthly and an- nual changes in total basin storage are simulated by two implementations of the Variable Infiltration Capacity (VIC) macroscale hydrology model - the standard release of the model, and an alternate version that has been modified to include the SIMple Groundwater Model (SIMGM), which represents an unconfined aquifer underlying the soil column. These estimates are compared to those resulting from basin- scale water balances derived exclusively from observational data and changes in terrestrial water storage from the Grav- ity Recovery and Climate Experiment (GRACE) satellites. Changes in simulated groundwater storage are then com- pared to those derived via baseflow recession analysis for 72 reference-quality watersheds. Finally, estimates are statis- tically analyzed for relationships to interannual streamflow anomalies, and predictive capacities are compared across storage terms. We find that both model simulations result in similar estimates of total basin storage change, that these es- timates compare favorably with those obtained from basin- scale water balances and GRACE data, and that baseflow recession analyses are consistent with simulated changes in groundwater storage. Statistical analyses reveal essentially no relationship between groundwater storage and interannual streamflow anomalies, suggesting that operational seasonal streamflow forecasts, which do not account for groundwater conditions implicitly or explicitly, are likely not detrimen- tally affected by this omission in the Colorado River basin.

[1]  Maoyi Huang,et al.  A Generalized Subsurface Flow Parameterization Considering Subgrid Spatial Variability of Recharge and Topography , 2008 .

[2]  D. Lettenmaier,et al.  The Effects of Climate Change on the Hydrology and Water Resources of the Colorado River Basin , 2004 .

[3]  M. A. Kohler,et al.  Hydrology for engineers , 1958 .

[4]  J. Miller Ground Water Atlas of the United States: Introduction and National Summary , 1999 .

[5]  Reed M. Maxwell,et al.  On the Development of a Coupled Land Surface and Groundwater Model , 2004 .

[6]  J. Randerson,et al.  Technical Description of version 4.0 of the Community Land Model (CLM) , 2010 .

[7]  M. Temimi,et al.  Stream recession curves and storage variability in small watersheds , 2011 .

[8]  Catherine Ottlé,et al.  Land water storage variability over West Africa estimated by Gravity Recovery and Climate Experiment (GRACE) and land surface models , 2011 .

[9]  Anne Steinemann,et al.  Statistical applications of physically based hydrologic models to seasonal streamflow forecasts , 2011 .

[10]  P. Meyboom,et al.  Estimating ground‐water recharge from stream hydrographs , 1961 .

[11]  Dennis P. Lettenmaier,et al.  Soil Moisture, Snow, and Seasonal Streamflow Forecasts in the United States , 2012 .

[12]  Bridget R. Scanlon,et al.  Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States , 2009 .

[13]  Eric A. Rosenberg,et al.  A Long-Term Hydrologically Based Dataset of Land Surface Fluxes and States for the Conterminous United States: Update and Extensions* , 2002 .

[14]  Richard M. Vogel,et al.  Regional geohydrologic‐geomorphic relationships for the estimation of low‐flow statistics , 1992 .

[15]  Gerald N. Day,et al.  Extended Streamflow Forecasting Using NWSRFS , 1985 .

[16]  W. O. Smith,et al.  Comprehensive survey of sedimentation in Lake Mead, 1948-49 , 1960 .

[17]  Pat Jen-Feng Yeh,et al.  Representation of water table dynamics in a land surface scheme : observations, models, and analyses , 2003 .

[18]  Wilfried Brutsaert,et al.  Long‐term groundwater storage trends estimated from streamflow records: Climatic perspective , 2008 .

[19]  D. Garen Improved Techniques in Regression‐Based Streamflow Volume Forecasting , 1992 .

[20]  John L. Nieber,et al.  Regionalized drought flow hydrographs from a mature glaciated plateau , 1977 .

[21]  Dennis P. Lettenmaier,et al.  Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow , 2010 .

[22]  Qiuhong Tang,et al.  Estimating the water budget of major US river basins via remote sensing , 2010 .

[23]  S. Swenson,et al.  Post‐processing removal of correlated errors in GRACE data , 2006 .

[24]  Eric F. Wood,et al.  Global and Continental Drought in the Second Half of the Twentieth Century: Severity–Area–Duration Analysis and Temporal Variability of Large-Scale Events , 2009 .

[25]  D. Lettenmaier,et al.  A Long-Term Hydrologically Based Dataset of Land Surface Fluxes and States for the Conterminous United States* , 2002 .

[26]  Elfatih A. B. Eltahir,et al.  Representation of Water Table Dynamics in a Land Surface Scheme. Part I: Model Development , 2005 .

[27]  Dennis P. Lettenmaier,et al.  A TEST BED FOR NEW SEASONAL HYDROLOGIC FORECASTING APPROACHES IN THE WESTERN UNITED STATES , 2006 .

[28]  Matthew Rodell,et al.  Analysis of terrestrial water storage changes from GRACE and GLDAS , 2008 .

[29]  David L. T. Anderson,et al.  Seasonal Climate: Forecasting and Managing Risk , 2008 .

[30]  Zong-Liang Yang,et al.  Improving land‐surface model hydrology: Is an explicit aquifer model better than a deeper soil profile? , 2007 .

[31]  Dennis P. Lettenmaier,et al.  A multimodel ensemble approach to assessment of climate change impacts on the hydrology and water resources of the Colorado River Basin , 2006 .

[32]  S. Shukla,et al.  Assessment of Drought due to Historic Climate Variability and Projected Future Climate Change in the Midwestern United States , 2010 .

[33]  Zhenghui Xie,et al.  A new parameterization for surface and groundwater interactions and its impact on water budgets with the variable infiltration capacity (VIC) land surface model , 2003 .

[34]  Dennis P. Lettenmaier,et al.  Seasonal hydrologic prediction in the United States: understanding the role of initial hydrologic conditions and seasonal climate forecast skill , 2011 .

[35]  Peter M. Cox,et al.  The Sensitivity of Global Climate Model Simulations to the Representation of Soil Moisture Heterogeneity , 2003 .

[36]  Zong-Liang Yang,et al.  Development of a simple groundwater model for use in climate models and evaluation with Gravity Recovery and Climate Experiment data , 2007 .

[37]  Emmanouil N. Anagnostou,et al.  Improving the representation of river–groundwater interactions in land surface modeling at the regional scale: Observational evidence and parameterization applied in the Community Land Model , 2012 .

[38]  Bertram S. Barnes The structure of discharge-recession curves , 1939 .

[39]  Kevin W. Manning,et al.  The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements , 2011 .

[40]  Haibin Li,et al.  SIMULATED WATER TABLE AND SOIL MOISTURE CLIMATOLOGY OVER NORTH AMERICA , 2008 .

[41]  Peter E. Thornton,et al.  Improvements to the Community Land Model and their impact on the hydrological cycle , 2008 .

[42]  Eric F. Wood,et al.  Quantifying uncertainty in a remote sensing-based estimate of evapotranspiration over continental USA , 2010 .

[43]  N. S. Christensen Effects of Climate Change on the Hydrology and Water Resources of the Colorado River , 2004 .

[44]  Edmond Maillet,et al.  Essais d'hydraulique souterraine & fluviale , 1905 .

[45]  D. Lettenmaier,et al.  A simple hydrologically based model of land surface water and energy fluxes for general circulation models , 1994 .

[46]  S. Running,et al.  A continuous satellite‐derived global record of land surface evapotranspiration from 1983 to 2006 , 2010 .

[47]  M. J. HALL,et al.  Hydrology for Engineers , 1969, Nature.

[48]  David W. Pierce,et al.  Sustainable water deliveries from the Colorado River in a changing climate , 2009, Proceedings of the National Academy of Sciences.

[49]  Ben Livneh,et al.  A Long-term hydrologically based dataset of land surface fluxes and states for the conterminous U.S.: Update and extensions , 2013 .

[50]  J. Miller Ground water atlas of the United States , 1993 .

[51]  P. Milly,et al.  Relating low‐flow characteristics to the base flow recession time constant at partial record stream gauges , 2007 .

[52]  D. Lettenmaier,et al.  An ensemble approach for attribution of hydrologic prediction uncertainty , 2008 .

[53]  T. Casadevall,et al.  Computer programs for describing the recession of ground-water discharge and for estimating mean ground-water recharge and discharge from streamflow records-update , 1993 .

[54]  Daren M. Carlisle,et al.  GAGES: A stream gage database for evaluating natural and altered flow conditions in the conterminous United States , 2010 .

[55]  J. Kirchner Catchments as simple dynamical systems: Catchment characterization, rainfall‐runoff modeling, and doing hydrology backward , 2009 .

[56]  J. Miller Ground water atlas of the United States , 1993 .

[57]  D. Lettenmaier,et al.  Satellite‐based near‐real‐time estimation of irrigated crop water consumption , 2009 .

[58]  Ying Fan,et al.  Incorporating water table dynamics in climate modeling: 1. Water table observations and equilibrium water table simulations , 2007 .

[59]  William E. Easterling,et al.  Making climate forecasts matter , 1999 .

[60]  Reed M. Maxwell,et al.  Development of a Coupled Land Surface and Groundwater Model , 2005 .