Estimation of Spatio-Temporally Variable Groundwater Recharge Using a Rainfall-Runoff Model
Publication: Journal of Hydrologic Engineering
Volume 18, Issue 2
Abstract
This paper describes the radar-based estimation of groundwater recharge by means of distributed hydrologic modeling used to estimate components of the hydrologic water balance. Conventional management of water resources has focused on groundwater as a separate constituent of surface water in hydrologic systems, but factors such as precipitation, surface runoff, base flow, evapotranspiration, and water demands determine the change in storage in a stream-aquifer system that varies in both time and space. The temporal and spatial variability of groundwater recharge have been estimated in the eastern outcrop of the Arbuckle-Simpson aquifer, located in Oklahoma. Distributed maps of precipitation from radar were corrected for bias using rain gauges and used as input to a distributed hydrologic model. Distributed grids of infiltration were combined with evapotranspiration to extend groundwater recharge estimates from three years, when streamflow records existed, to 13 years, using archival radar. The results show that better characterization of precipitation and runoff, achieved with bias-corrected radar, produces more reliable estimates of runoff and groundwater recharge than those derived from the use of rain gauge data alone.
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References
Arnold, J. G., Allen, P. M., and Bernhardt, G. (1993). “A comprehensive surface-groundwater flow model.” J. Hydrol. (Amsterdam), 142(1–4), 47–69.
Arnold, J. G., Muttiah, R. S., Srinivasan, R., and Allen, P. M. (2000). “Regional estimation of baseflow and groundwater recharge in the Upper Mississippi River Basin.” J. Hydrol. (Amsterdam), 227(1–4), 21–40.
Bedient, P. B., Huber, W. C., and Vieux, B. E. (2008). Hydrology and floodplain analysis, 4th Ed., Prentice-Hall, Upper Saddle River, NJ, 816.
Bencala, K. E., Mcknight, D. M., and Zellweger, G. W. (1990). “Characterization of transport in an acidic and metal-rich mountain stream based on a lithium tracer injection and simulations of transient storage.” Water Resour. Res., 26(5), 989–1000.
De Vries, J. J., and Simmers, I. (2002). “Groundwater recharge: An overview of processes and challenges.” Hydrogeol. J., 10(1), 5–17.
Fabian, R. S. (2008). “Hydrologic investigation of Blue River (stream system 1–6).” Oklahoma Water Resources Board. 〈http://www.owrb.ok.gov/studies/reports/reports_pdf/TR2008_1_HydroInvestigationBlueRiver.pdf〉 (Jun. 27, 2011).
Fairchild, R. W., and Davis, R. E. (1983). “Hydrologic data for the Arbuckle Mountain Area, South Central Oklahoma.”, Oklahoma Geological Survey (OGS), Norman, OK.
Fairchild, R. W., Hanson, R. L., and Davis, R. E. (1982). “Hydrology of Arbuckle Mountains Area, South-Central Oklahoma.”, USGS, Denver, Colorado.
Fairchild, R. W., Hanson, R. L., and Davis, R. E. (1990). “Hydrology of the Arbuckle Mountains area, South-Central Oklahoma.” Circular 91, Oklahoma Geological Survey (OGS), Norman, OK.
Fazal, M. A., Imaizumi, M., Ishida, S., Kawachi, T., and Tsuchihara, T. (2005). “Estimating groundwater recharge using the SMAR conceptual model calibrated by genetic algorithm.” J. Hydrol. (Amsterdam), 303(1–4), 56–78.
French, M. A., and Silvestri, S. (1999). Ground-water recharge and aquifer potential for Cape May County, New Jersey, New Jersey Department of Environmental Protection, New Jersey Geological Survey, Trenton, NJ.
Gourley, J. J., and Vieux, B. E. (2005). “A method for evaluating the accuracy of quantitative precipitation estimates from a hydrologic modeling prospective.” J. Hydrometeorol., 6(2), 115–133.
Halihan, T., Mouri, S., and Puckette, J. (2008). “Evaluation of fracture properties of the Arbuckle-Simpson Aquifer.” Oklahoma Water Resources Board, Oklahoma City, OK.
Huffman, J. H. (2006). “Impacts of estimating recharge on groundwater modeling for arid basins.” M.A. thesis, Dept. of Geology, Baylor Univ., Waco, TX.
Jobson, H. E., and Harbaugh, A. W. (1999). “Modifications to the diffusion analogy surface-water flow model (DAFLOW) for coupling to the modular finite-difference ground-water flow model (MODFLOW).”, USGS, Reston, VA.
Kalbus, E., Reinstorf, F., and Schrimer, M. (2006). “Measuring methods for ground water–surface water interactions: A review.” Hydrol. Earth Syst. Sci., 10(6), 873–887.
Kollet, S. J., and Maxwell, R. M. (2006). “Integrated surface-groundwater flow modeling: A free-surface overland flow boundary condition in a parallel groundwater flow model.” Adv. Water Resour., 29(7), 945–958.
Lee, C. H., Chen, W. P., and Lee, R. H. (2006). “Estimation of groundwater recharge using water balance coupled with base-flow-record estimation and stable-base-flow analysis.” Environ. Geol., 51(1), 73–82.
Looper, J. P., Vieux, B. E., and Moreno, M. A. (2009). “Assessing the impacts of precipitation bias on distributed hydrologic model calibration and prediction accuracy.” J. Hydrol., 418–419, 110–122.
Machusick, M., Wleker, A., and Traver, R. (2011). “Groundwater mounding at a storm-water infiltration BMP.” J. Irrig. Drain. Eng., 137(3), 154–160.
Oklahoma Water Resources Board. (2006). “Arbuckle-Simpson hydrology study.” Annual Rep. Federal Fiscal Year 2006. 〈http://www.owrb.ok.gov/studies/groundwater/arbuckle_simpson/pdf/06_report_burec.pdf〉 (Jun. 27, 2011).
Rutledge, A. T. (1998). “Computer programs for describing the recession of ground-water discharge and for estimating mean ground-water recharge and discharge from streamflow records-update.”, USGS, Reston, Virginia.
Scanlon, B. R., Dutton, A., and Sophocleous, M. A. (2003). Groundwater recharge in Texas, Texas Water Development Board, Austin, TX.
Scibek, J., Allen, D. M., Cannon, A. J., and Whitfield, P. H. (2007). “Groundwater-surface water interaction under scenarios of climate change using a high-resolution transient groundwater model.” J. Hydrol. (Amsterdam), 333(2–4), 165–181.
Seo, D. J., and Breidenbach, J. P. (2002). “Real-time correction of spatially nonuniform bias in radar rainfall data using rain gauge measurements.” J. Hydrometeorol. 3(2), 93–111.
Sophocleous, M. A. (1991). “Combining the soil-water-balance and water-level fluctuation methods to estimate natural ground-water recharge: Practical aspects.” J. Hydrol. (Amsterdam), 124(3–4), 229–241.
Sophocleous, M. A., and Perkins, S. R. (2000). “Methodology and application of combined watershed and ground-water models in Kansas.” J. Hydrol. (Amsterdam), 236(3–4), 185–201.
Sun, H., and Cornish, P. S. (2005). “Estimating shallow groundwater recharge in the headwaters of the Liverpool Plains using the SWAT.” Hydrol. Processes, 19(3), 795–807.
Swain, E. D., and Wexler, E. J. (1993). “A coupled surface-water and ground-water flow model for simulation of stream-aquifer interaction.”, USGS, Tallahassee, FL.
Szilagyi, J. (2010). “Discussion of ‘Estimation of the water balance using observed soil water in the Nebraska sandhills.’” J. Hydrol. Eng., 15(12), 1075–1076.
Valett, H. M., and Sheibley, R. W. (2009). “Ground water and surface water interaction.” Encyclopedia of inland waters, G. E. Likens, ed., Academic Press, Oxford, UK, 691–702.
Vieux, B. E. (2004). Distributed hydrologic modeling using GIS, Water Science Technology Series, Vol. 48, 2nd Ed., Kluwer Academic Publishers, Norwell, MA, 289.
Vieux, B. E., and Bedient, P. B. (2004). “Assessing urban hydrologic prediction accuracy through event reconstruction.” J. Hydrol. (Amsterdam), 299(3–4), 217–236.
Vieux, B. E., and Moreda, F. G. (2003). “Ordered physics-based parameter adjustment of a distributed model.” Chapter 20, Advances in calibration of watershed models, Water Science and Application Series, 6, Q. Duan, S. Sorooshian, H. V. Gupta, A. N. Rousseau, and R. Turcotte, eds., American Geophysical Union, Washington, DC, 267–281.
Vieux, B. E., Park, J., and Kang, B. (2009). “On distributed hydrologic prediction: Sensitivity to accuracy of initial soil moisture conditions and radar rainfall input.” J. Hydrol. Eng., 14(7), 671–689.
Vieux, B. E., and Vieux, J. E. (2002). “Vflo: A real-time distributed hydrologic model.” Proc., 2nd Federal Interagency Hydrologic Modeling Conf., U.S. Geologic Survey, Reston, VA.
Westcott, N. E., Knapp, H. V., and Hilberg, S. D. (2008). “Comparison of gage and multi-sensor precipitation estimates over a range of spatial and temporal scales in the Midwestern United States.” J. Hydrol. (Amsterdam), 351(1–2), 1–12.
Wilson, J. W., and Brandes, E. A. (1979). “Radar measurement of rainfall—A summary.” Bull. Am. Meteorol. Soc., 60(9), 1048–1058.
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© 2013 American Society of Civil Engineers.
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Received: Feb 15, 2011
Accepted: Sep 13, 2011
Published online: Sep 24, 2011
Published in print: Feb 1, 2013
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