High-Resolution Simulations of Decadal Climate Variability Impacts on Water Yield in the Missouri River Basin with the Soil and Water Assessment Tool (SWAT)

Vikram M. Mehta Center for Research on the Changing Earth System, Catonsville, Maryland

Search for other papers by Vikram M. Mehta in
Current site
Google Scholar
PubMed
Close
,
Katherin Mendoza Center for Research on the Changing Earth System, Catonsville, Maryland

Search for other papers by Katherin Mendoza in
Current site
Google Scholar
PubMed
Close
,
Prasad Daggupati Texas A&M University, College Station, Texas

Search for other papers by Prasad Daggupati in
Current site
Google Scholar
PubMed
Close
,
Raghavan Srinivasan Texas A&M University, College Station, Texas

Search for other papers by Raghavan Srinivasan in
Current site
Google Scholar
PubMed
Close
,
Norman J. Rosenberg Center for Research on the Changing Earth System, Catonsville, Maryland

Search for other papers by Norman J. Rosenberg in
Current site
Google Scholar
PubMed
Close
, and
Debjani Deb Texas A&M University, College Station, Texas

Search for other papers by Debjani Deb in
Current site
Google Scholar
PubMed
Close
Restricted access

ABSTRACT

The Missouri River basin (MRB) is the largest river basin in the United States and is one of the most important agricultural regions in the world. Three decadal climate variability (DCV) phenomena—the Pacific decadal oscillation (PDO), the tropical Atlantic sea surface temperature (SST) gradient variability (TAG), and the west Pacific warm pool SST variability (WPWP)—substantially influence hydrometeorology in the MRB. The authors report on a simulation study with the Soil and Water Assessment Tool (SWAT) to estimate impacts on water availability in response to realistic values of PDO, TAG, and WPWP indices in approximately 13 500 hydrologic unit areas covering the MRB. SWAT, driven by hydrometeorological anomalies associated with positive and negative phases of PDO and TAG, indicated major impacts on water yields and streamflows, as much as ±40% of the average in many locations. Impacts of the WPWP index were smaller. Consistent with observations during 1949–2010, SWAT showed water flow increases of as much as 80% of the average, causing very wet periods when the positive phase of the PDO and the negative phase of the TAG at extreme amplitudes were superposed. Water flows decreased by a similar amount, resulting in severe to extreme droughts when the negative phase of the PDO and the positive phase of the TAG at extreme amplitudes were superposed. Thus, the combined and cumulative effects of these DCV phenomena on water flows, droughts, and wet periods in the MRB can be dramatic, with important consequences for all water-consuming sectors as well as for feedbacks to the climate system.

Corresponding author address: Vikram M. Mehta, Center for Research on the Changing Earth System, 5523 Research Park Dr., Suite 315, Catonsville, MD 21228. E-mail: vikram@crces.org

ABSTRACT

The Missouri River basin (MRB) is the largest river basin in the United States and is one of the most important agricultural regions in the world. Three decadal climate variability (DCV) phenomena—the Pacific decadal oscillation (PDO), the tropical Atlantic sea surface temperature (SST) gradient variability (TAG), and the west Pacific warm pool SST variability (WPWP)—substantially influence hydrometeorology in the MRB. The authors report on a simulation study with the Soil and Water Assessment Tool (SWAT) to estimate impacts on water availability in response to realistic values of PDO, TAG, and WPWP indices in approximately 13 500 hydrologic unit areas covering the MRB. SWAT, driven by hydrometeorological anomalies associated with positive and negative phases of PDO and TAG, indicated major impacts on water yields and streamflows, as much as ±40% of the average in many locations. Impacts of the WPWP index were smaller. Consistent with observations during 1949–2010, SWAT showed water flow increases of as much as 80% of the average, causing very wet periods when the positive phase of the PDO and the negative phase of the TAG at extreme amplitudes were superposed. Water flows decreased by a similar amount, resulting in severe to extreme droughts when the negative phase of the PDO and the positive phase of the TAG at extreme amplitudes were superposed. Thus, the combined and cumulative effects of these DCV phenomena on water flows, droughts, and wet periods in the MRB can be dramatic, with important consequences for all water-consuming sectors as well as for feedbacks to the climate system.

Corresponding author address: Vikram M. Mehta, Center for Research on the Changing Earth System, 5523 Research Park Dr., Suite 315, Catonsville, MD 21228. E-mail: vikram@crces.org
Save
  • Abbaspour, K. C., Vejdani M. , and Haghighat S. , 2007: SWAT-CUP calibration and uncertainty programs for SWAT. MODSIM 2007 International Congress on Modelling and Simulation, L. Oxley and D. Kulasiri, Eds., Modelling and Simulation Society of Australia and New Zealand, 15961602. [Available online at http://www.mssanz.org.au/MODSIM07/papers/24_s17/SWAT-CUP_s17_Abbaspour_.pdf.]

  • An, S.-I., and Wang B. , 2000: Interdecadal change of the structure of the ENSO mode and its impact on the ENSO frequency. J. Climate, 13, 20442055, doi:10.1175/1520-0442(2000)013<2044:ICOTSO>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Arnold, J. G., and Allen P. M. , 1993: A comprehensive surface–groundwater flow model. J. Hydrol., 142, 4769, doi:10.1016/0022-1694(93)90004-S.

    • Search Google Scholar
    • Export Citation
  • Arnold, J. G., Srinivasan R. , Muttiah R. S. , and Allen P. M. , 1999: Continental scale simulation of the hydrologic balance. J. Amer. Water Resour. Assoc., 35, 10371051, doi:10.1111/j.1752-1688.1999.tb04192.x.

    • Search Google Scholar
    • Export Citation
  • Balmaseda, M. A., Davey M. K. , and Anderson D. L. T. , 1995: Decadal and seasonal dependence of ENSO prediction skill. J. Climate, 8, 27052715, doi:10.1175/1520-0442(1995)008<2705:DASDOE>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Cayan, D. R., Dettinger M. D. , Diaz H. F. , and Graham N. E. , 1998: Decadal variability of precipitation over western North America. J. Climate, 11, 31483166, doi:10.1175/1520-0442(1998)011<3148:DVOPOW>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Chang, P., Ji L. , and Li H. , 1997: A decadal climate variation in the tropical Atlantic Ocean from thermodynamics and air–sea interactions. Nature, 385, 516518, doi:10.1038/385516a0.

    • Search Google Scholar
    • Export Citation
  • Cooke, M., and Coauthors, 1936: Report of the Great Plains Drought Area Committee. Report to President Franklin D. Roosevelt, Franklin D. Roosevelt Library, Hopkins Papers, Box 13. [Available online at http://newdeal.feri.org/Texts/450.htm.]

  • Cooley, H., Ajami N. , Ha M.-L. , Srinivasan V. , Morrison J. , Donnelly K. , and Christian-Smith J. , 2013: Global water governance in the 21st century. Pacific Institute, Oakland, CA, 34 pp. [Available online at http://www.pacinst.org/publication/global-water-governance-in-the-21st-century-2/.]

  • Daggupati, P., Deb D. , Srinivasan R. , Yeganantham D. , Mehta V. M. , and Rosenberg N. J. , 2016: Large-scale fine-resolution hydrological modeling using parameter regionalization in the Missouri River basin. J. Amer. Water Resour. Assoc., 52, 648666, doi: 10.1111/1752-1688.12413.

    • Search Google Scholar
    • Export Citation
  • Di Luzio, M., Srinivasan R. , and Arnold J. G. , 2002: Integration of watershed tools and SWAT model into BASINS. J. Amer. Water Resour. Assoc., 38, 11271141, doi:10.1111/j.1752-1688.2002.tb05551.x.

    • Search Google Scholar
    • Export Citation
  • Enfield, D. B., Mestas A. M. , Mayer D. A. , and Cid-Serrano L. , 1999: How ubiquitous is the dipole relationship in tropical Atlantic sea surface temperatures? J. Geophys. Res., 104, 78417848, doi:10.1029/1998JC900109.

    • Search Google Scholar
    • Export Citation
  • Gassman, P. W., Sadeghi A. M. , and Srinivasan R. , 2014: Applications of the SWAT model special section: Overview and insights. J. Environ. Qual., 43, 18, doi:10.2134/jeq2013.11.0466.

    • Search Google Scholar
    • Export Citation
  • Gleick, P. H., 1993: Water and conflict: Fresh water resources and international security. Int. Secur., 18, 79112, doi:10.2307/2539033.

    • Search Google Scholar
    • Export Citation
  • Guetter, A. K., and Georgakakos K. P. , 1993: River outflow of the conterminous United States. Bull. Amer. Meteor. Soc., 74, 18731891, doi:10.1175/1520-0477(1993)074<1873:ROOTCU>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Gurdak, J. J., Hanson R. T. , McMahon P. B. , Bruce B. W. , McCray J. E. , Thyne G. D. , and Reedy R. C. , 2007: Climate variability controls on unsaturated water and chemical movement, High Plains Aquifer, USA. Vadose Zone J., 6, 533547, doi:10.2136/vzj2006.0087.

    • Search Google Scholar
    • Export Citation
  • Hidalgo, H. G., 2004: Climate precursors of multidecadal drought variability in the western United States. Water Resour. Res., 40, W12504, doi:10.1029/2004WR003350.

    • Search Google Scholar
    • Export Citation
  • Houghton, R. W., and Tourre Y. , 1992: Characteristics of low-frequency sea surface temperature fluctuations in the tropical Atlantic. J. Climate, 5, 765771, doi:10.1175/1520-0442(1992)005<0765:COLFSS>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Jayakrishnan, R., Srinivasan R. , Santhi C. , and Arnold J. G. , 2005: Advances in the application of the SWAT model for water resources management. Hydrol. Processes, 19, 749762, doi:10.1002/hyp.5624.

    • Search Google Scholar
    • Export Citation
  • Kannan, N., Santhi C. , Di Luzio M. , Potter S. , and Arnold J. G. , 2005: Measuring environmental benefits of conservation practices: The Conservation Effects Assessment Project (CEAP)—A model calibration approach at the national level. 2005 ASAE Annual Int. Meeting, Tampa, FL, ASAE, 052131. [Available online at http://naldc.nal.usda.gov/catalog/29003.]

  • Kannan, N., Chinnasamy S. , White M. , Wang X. , Arnold J. , and Di Luzio M. , 2011: Documentation on calibration and validation of CEAP-HUMUS for various river basins in the United States. USDA Doc., 169 pp. [Available online at http://www.nrcs.usda.gov/Internet/FSE_DOCUMENTS/stelprdb1044544.pdf.]

  • Kestin, T. S., Karoly D. J. , and Yano J.-I. , 1998: Time-frequency variability of ENSO and stochastic simulations. J. Climate, 11, 22582272, doi:10.1175/1520-0442(1998)011<2258:TFVOEA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Lins, H. F., 1997: Regional streamflow regimes and hydroclimatology of the United States. Water Resour. Res., 33, 16551667, doi:10.1029/97WR00615.

    • Search Google Scholar
    • Export Citation
  • Mantua, N. J., Hare S. R. , Zhang Y. , Wallace J. M. , and Francis R. C. , 1997: A Pacific decadal climate oscillation with impacts on salmon. Bull. Amer. Meteor. Soc., 78, 10691079, doi:10.1175/1520-0477(1997)078<1069:APICOW>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Maurer, E. P., Wood A. W. , Adam J. C. , and Lettenmaier D. P. , 2002: A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States. J. Climate, 15, 32373251, doi:10.1175/1520-0442(2002)015<3237:ALTHBD>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • McCabe, G. J., Palecki M. A. , and Betancourt J. L. , 2004: Pacific and Atlantic Ocean influences on multidecadal drought frequency in the United States. Proc. Natl. Acad. Sci. USA, 101, 41364141, doi:10.1073/pnas.0306738101.

    • Search Google Scholar
    • Export Citation
  • Meehl, G. A., and Hu A. , 2006: Megadroughts in the Indian monsoon region and southwest North America and a mechanism for associated multi-decadal Pacific sea surface temperature anomalies. J. Climate, 19, 16051623, doi:10.1175/JCLI3675.1.

    • Search Google Scholar
    • Export Citation
  • Meehl, G. A., and Coauthors, 2009: Decadal prediction: Can it be skillful? Bull. Amer. Meteor. Soc., 90, 1467, doi:10.1175/2009BAMS2778.1.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., 1998: Variability of the tropical ocean surface temperatures at decadal–multidecadal timescales. Part I: The Atlantic Ocean. J. Climate, 11, 23512375, doi:10.1175/1520-0442(1998)011<2351:VOTTOS>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., and Delworth T. , 1995: Decadal variability of the tropical Atlantic Ocean surface temperature in shipboard measurements and in a global ocean–atmosphere model. J. Climate, 8, 172190, doi:10.1175/1520-0442(1995)008<0172:DVOTTA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., Rosenberg N. J. , and Mendoza K. , 2011: Simulated impacts of three decadal climate variability phenomena on water yields in the Missouri River basin. J. Amer. Water Resour. Assoc., 47, 126135, doi:10.1111/j.1752-1688.2010.00496.x.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., Rosenberg N. J. , and Mendoza K. , 2012: Simulated impacts of three decadal climate variability phenomena on dryland corn and wheat yields in the Missouri River basin. Agric. For. Meteor., 152, 109124, doi:10.1016/j.agrformet.2011.09.011.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., Knutson C. L. , Rosenberg N. J. , Olsen J. R. , Wall N. A. , Bernadt T. K. , and Hayes M. J. , 2013a: Decadal climate information needs of stakeholders for decision support in water and agriculture production sectors: A case study in the Missouri River basin. Wea. Climate Soc., 5, 2742, doi:10.1175/WCAS-D-11-00063.1.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., Wang H. , and Mendoza K. , 2013b: Decadal predictability of tropical basin-average and global-average sea-surface temperatures in CMIP5 experiments with the HadCM3, GFDL-CM2.1, NCAR-CCSM4, and MIROC5 global earth system models. Geophys. Res. Lett., 40, 2807–2812, doi:10.1002/grl.50236.

    • Search Google Scholar
    • Export Citation
  • Mehta, V. M., Wang H. , Mendoza K. , and Rosenberg N. J. , 2014: Predictability and prediction of decadal hydrologic cycles: A case study in southern Africa. Wea. Climate Extremes, 3, 4753, doi:10.1016/j.wace.2014.04.002.

    • Search Google Scholar
    • Export Citation
  • Moriasi, D. N., Arnold J. G. , Van Liew M. W. , Binger R. L. , Harmel R. D. , and Veith T. , 2007: Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans. ASABE, 50, 885900, doi:10.13031/2013.23153.

    • Search Google Scholar
    • Export Citation
  • Murphy, J., and Coauthors, 2010: Towards prediction of decadal climate variability and change. Procedia Environ. Sci., 1, 287304, doi:10.1016/j.proenv.2010.09.018.

    • Search Google Scholar
    • Export Citation
  • Neitsch, S. L., Arnold J. G. , Kiniry J. R. , and Williams J. R. , 2005: Soil and Water Assessment Tool theoretical documentation, version 2005. Texas A&M University, 494 pp. [Available online at http://swat.tamu.edu/media/1292/SWAT2005theory.pdf.]

  • Nigam, S., Barlow M. , and Berbery E. H. , 1999: Analysis links Pacific decadal variability to drought and streamflow in United States. Eos, Trans. Amer. Geophys. Union, 80, 621625, doi:10.1029/99EO00412.

    • Search Google Scholar
    • Export Citation
  • NRCS, 1994: State Soil Geographic (STATSGO) database: Data use and information. Miscellaneous Publ. 1492, USDA, 113 pp.

  • Powell, J. W., 1879: Report on the Lands of the Arid Region of the United States. Government Printing Office, 195 pp. [Available online at http://pubs.usgs.gov/unnumbered/70039240/report.pdf.]

  • Power, S., Casey T. , Folland C. , Colman A. , and Mehta V. M. , 1999: Interdecadal modulation of the impact of ENSO on Australia. Climate Dyn., 15, 319324, doi:10.1007/s003820050284.

    • Search Google Scholar
    • Export Citation
  • Press, W. H., Teukolsky S. A. , Vetterling W. T. , and Flannery B. P. , 2007: Numerical Recipes: The Art of Scientific Computing. 3rd ed. Cambridge University Press, 1256 pp.

  • Rayner, N. A., Parker D. E. , Horton E. B. , Folland C. K. , Alexander L. V. , Rowell D. P. , Kent E. C. , and Kaplan A. , 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108, 4407, doi:10.1029/2002JD002670.

    • Search Google Scholar
    • Export Citation
  • Rosenberg, N. J., 1987: Climate of the Great Plains region of the United States. Great Plains Quart., 7, 2232.

  • Rosenberg, N. J., 2007: A Biomass Future for the North American Great Plains: Toward Sustainable Land Use and Mitigation of Greenhouse Warming. Advances in Global Change Research, Vol. 27, Springer, 200 pp.

  • Rosenberg, N. J., Brown R. A. , Izaurralde R. C. , and Thomson A. M. , 2003: Integrated assessment of Hadley Centre (HadCM2) climate change projections on agricultural productivity and irrigation water supply in the conterminous United States. Agric. For. Meteor., 117, 7396, doi:10.1016/S0168-1923(03)00025-X.

    • Search Google Scholar
    • Export Citation
  • Rosenthal, W. D., Srinivasan R. , and Arnold J. G. , 1995: Alternative river management using a linked GIS–hydrology model. Trans. ASABE, 38, 783790, doi:10.13031/2013.27892.

    • Search Google Scholar
    • Export Citation
  • Santhi, C., Arnold J. G. , Williams J. R. , Dugas W. A. , Srinivasan R. , and Hauck L. M. , 2001: Validation of the SWAT model on a large river basin with point and non point sources. J. Amer. Water Resour. Assoc., 37, 11691188, doi:10.1111/j.1752-1688.2001.tb03630.x.

    • Search Google Scholar
    • Export Citation
  • Santhi, C., Kannan N. , Arnold J. G. , and Di Luzio M. , 2008: Spatial calibration and temporal validation of flow for regional scale hydrologic modeling. J. Amer. Water Resour. Assoc., 44, 829846, doi:10.1111/j.1752-1688.2008.00207.x.

    • Search Google Scholar
    • Export Citation
  • Schubert, S., and Coauthors, 2009: A U.S. CLIVAR project to assess and compare the responses of global climate models to drought-related SST forcing patterns: Overview and results. J. Climate, 22, 52515272, doi:10.1175/2009JCLI3060.1.

    • Search Google Scholar
    • Export Citation
  • Smith, T. M., and Reynolds R. W. , 2004: Improved extended reconstruction of SST (1854–1997). J. Climate, 17, 24662477, doi:10.1175/1520-0442(2004)017<2466:IEROS>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Spiegel, M. R., and Stephens L. J. , 2007: Schaum’s Outline of Statistics. 4th ed. McGraw-Hill, 577 pp.

  • Spruill, C. A., Workman S. R. , and Taraba J. L. , 2000: Simulation of daily and monthly stream discharge from small watersheds using the SWAT model. Trans. ASABE, 43, 14311439, doi:10.13031/2013.3041.

    • Search Google Scholar
    • Export Citation
  • Srinivasan, R., and Arnold J. G. , 1994: Integration of a basin-scale water quality model with GIS. J. Amer. Water Resour. Assoc., 30, 453462, doi:10.1111/j.1752-1688.1994.tb03304.x.

    • Search Google Scholar
    • Export Citation
  • Srinivasan, R., Arnold J. G. , Muttiah R. S. , Walker C. , and Dyke P. T. , 1993: Hydrologic Unit Model for the United States (HUMUS). Advances in Hydro-Science and Engineering, S. Y. Yang, Ed., University of Mississippi Center for Computational Hydroscience and Engineering, 451–456.

  • Thomson, A. M., Brown R. A. , Rosenberg N. J. , Izaurralde R. C. , Legler D. M. , and Srinivasan R. , 2003: Simulated impacts of El Niño/Southern Oscillation on U.S. water resources. J. Amer. Water Resour. Assoc., 39, 137148, doi:10.1111/j.1752-1688.2003.tb01567.x.

    • Search Google Scholar
    • Export Citation
  • Ting, M., and Wang H. , 1997: Summertime U.S. precipitation variability and its relation to Pacific sea surface temperature. J. Climate, 10, 18531873, doi:10.1175/1520-0442(1997)010<1853:SUSPVA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Wang, H., and Mehta V. M. , 2008: Decadal variability of the Indo-Pacific Warm Pool and its association with atmospheric and oceanic variability in the NCEP–NCAR and SODA reanalyses. J. Climate, 21, 55455565, doi:10.1175/2008JCLI2049.1.

    • Search Google Scholar
    • Export Citation
  • Weber, A., Fohrer N. , and Möller D. , 2001: Long-term changes of land use in a mesoscale watershed due to socio-economic factors—Effects on landscape functions. Ecol. Modell., 140, 125140, doi:10.1016/S0304-3800(01)00261-7.

    • Search Google Scholar
    • Export Citation
  • Wilhite, D., 2000: Drought: A Global Assessment. Routledge, 168 pp.

  • Winchell, M. W., Srinivasan R. , Di Luzio M. , and Arnold J. G. , 2007: ArcSWAT interface for SWAT2005 user’s guide. USDA Agricultural Research Service, 431 pp.

  • Wishart, D. J., 2004: Encyclopedia of the Great Plains. University of Nebraska Press, 940 pp.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 2045 1001 76
PDF Downloads 390 59 8