Distributed Hydrologic Modeling in Northwest Mexico Reveals the Links between Runoff Mechanisms and Evapotranspiration

Agustín Robles-Morua School of Earth and Space Exploration, Arizona State University, Tempe, Arizona

Search for other papers by Agustín Robles-Morua in
Current site
Google Scholar
PubMed
Close
,
Enrique R. Vivoni School of Earth and Space Exploration, and School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, Arizona

Search for other papers by Enrique R. Vivoni in
Current site
Google Scholar
PubMed
Close
, and
Alex S. Mayer Department of Civil and Environmental Engineering, Michigan Technological University, Houghton, Michigan

Search for other papers by Alex S. Mayer in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

A distributed hydrologic model is used to evaluate how runoff mechanisms—including infiltration excess (RI), saturation excess (RS), and groundwater exfiltration (RG)—influence the generation of streamflow and evapotranspiration (ET) in a mountainous region under the influence of the North American monsoon (NAM). The study site, the upper Sonora River basin (~9350 km2) in Mexico, is characterized by a wide range of terrain, soil, and ecosystem conditions obtained from best available data sources. Three meteorological scenarios are compared to explore the impact of spatial and temporal variations of meteorological characteristics on land surface processes and to identify the value of North American Land Data Assimilation System (NLDAS) forcing products in the NAM region. The following scenarios are considered for a 1-yr period: 1) a sparse network of ground-based stations, 2) raw forcing products from NLDAS, and 3) NLDAS products adjusted using available station data. These scenarios are discussed in light of spatial distributions of precipitation, streamflow, and runoff mechanisms during annual, seasonal, and monthly periods. This study identified that the mode of runoff generation impacts seasonal relations between ET and soil moisture in the water-limited region. In addition, ET rates at annual and seasonal scales were related to the runoff mechanism proportions, with an increase in ET when RS was dominant and a decrease in ET when RI was more important. The partitioning of runoff mechanisms also helps explain the monthly progression of runoff ratios in these seasonally wet hydrologic systems. Understanding the complex interplay between seasonal responses of runoff mechanisms and evapotranspiration can yield information that is of interest to hydrologists and water managers.

Corresponding author address: Enrique R. Vivoni, School of Earth and Space Exploration and School of Sustainable Engineering and the Built Environment, Arizona State University, Bateman Physical Sciences Center, F-Wing, 650-A, Tempe, AZ 85287-1404. E-mail: vivoni@asu.edu

This article is included in the Exchanges of Energy and Water at the Land-Atmosphere Interface special collection.

Abstract

A distributed hydrologic model is used to evaluate how runoff mechanisms—including infiltration excess (RI), saturation excess (RS), and groundwater exfiltration (RG)—influence the generation of streamflow and evapotranspiration (ET) in a mountainous region under the influence of the North American monsoon (NAM). The study site, the upper Sonora River basin (~9350 km2) in Mexico, is characterized by a wide range of terrain, soil, and ecosystem conditions obtained from best available data sources. Three meteorological scenarios are compared to explore the impact of spatial and temporal variations of meteorological characteristics on land surface processes and to identify the value of North American Land Data Assimilation System (NLDAS) forcing products in the NAM region. The following scenarios are considered for a 1-yr period: 1) a sparse network of ground-based stations, 2) raw forcing products from NLDAS, and 3) NLDAS products adjusted using available station data. These scenarios are discussed in light of spatial distributions of precipitation, streamflow, and runoff mechanisms during annual, seasonal, and monthly periods. This study identified that the mode of runoff generation impacts seasonal relations between ET and soil moisture in the water-limited region. In addition, ET rates at annual and seasonal scales were related to the runoff mechanism proportions, with an increase in ET when RS was dominant and a decrease in ET when RI was more important. The partitioning of runoff mechanisms also helps explain the monthly progression of runoff ratios in these seasonally wet hydrologic systems. Understanding the complex interplay between seasonal responses of runoff mechanisms and evapotranspiration can yield information that is of interest to hydrologists and water managers.

Corresponding author address: Enrique R. Vivoni, School of Earth and Space Exploration and School of Sustainable Engineering and the Built Environment, Arizona State University, Bateman Physical Sciences Center, F-Wing, 650-A, Tempe, AZ 85287-1404. E-mail: vivoni@asu.edu

This article is included in the Exchanges of Energy and Water at the Land-Atmosphere Interface special collection.

Save
  • Acutis, M., and Donatelli M. , 2003: SOILPAR 2.00: Software to estimate soil hydrological parameters and functions. Eur. J. Agron., 18, 373377.

    • Search Google Scholar
    • Export Citation
  • Arora, V. K., 2002: The use of the aridity index to assess climate change effect on annual runoff. J. Hydrol., 265, 164177.

  • Batjes, N. H., 2002: Soil parameter estimates for the soil types of the world for use in global and regional modeling. International Food Policy Research Institute and International Soil Reference and Information Center Rep. 2002/02c, 52 pp.

  • Bedient, P. B., Huber W. C. , and Vieux B. E. , 2008: Hydrology and Floodplain Analysis. Prentice Hall, 816 pp.

  • Beven, K. J., and Kirkby M. J. , 1979: A physically-based variable contributing area model of basin hydrology. Hydrol. Sci. Bull., 24, 4369.

    • Search Google Scholar
    • Export Citation
  • Brito-Castillo, L., Douglas A. V. , Leyva-Contreras A. , and Lluch-Belda D. , 2003: The effect of large-scale circulation on precipitation and streamflow in the Gulf of California continental watershed. Int. J. Climatol., 23, 751768.

    • Search Google Scholar
    • Export Citation
  • Brown, D. E., 1994: Biotic Communities of the Southwestern United States and Northwestern Mexico. The University of Utah Press, 342 pp.

  • CEA, 2005: Estudio geo-hidrológico de las subcuencas de las Ríos Sonora, Zanjón, San Miguel, Mesa del Seri-La Victoria y cuenca Bacoachi. Comision Estatal del Agua Rep. CEA-ED-081 and CEA-ED-081-CA1, 391 pp.

  • Coblentz, D. D., and Riitters K. H. , 2004: Topographic controls on the regional-scale biodiversity of the southwestern USA. J. Biogeogr., 31, 11251138.

    • Search Google Scholar
    • Export Citation
  • Cosgrove, B. A., and Coauthors, 2003: Real-time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project. J. Geophys. Res., 108, 8842, doi:10.1029/2002JD003118.

    • Search Google Scholar
    • Export Citation
  • Daly, C., Neilson R. P. , and Phillips D. L. , 1994: A statistical-topographic model for mapping climatological precipitation over mountainous terrain. J. Appl. Meteor., 33, 140158.

    • Search Google Scholar
    • Export Citation
  • Descroix, L., Gonzalez-Barrios J. L. , Vandervaere D. , Viramontes D. , and Bollery A. , 2002a: An experimental analysis of hydrodynamic behaviour on soils and hillslopes in a subtropical mountain environment (Western Sierra Madre, Mexico). J. Hydrol., 266, 114.

    • Search Google Scholar
    • Export Citation
  • Descroix, L., Nouvelot J.-F. , and Vauclin M. , 2002b: Evaluation of an antecedent precipitation index to model runoff yield in the western Sierra Madre (North-west Mexico). J. Hydrol., 263, 114130.

    • Search Google Scholar
    • Export Citation
  • Descroix, L., Viramontes D. , Estrada J. , Gonzalez Barrios J. L. , and Asseline J. , 2007: Investigating the spatial and temporal boundaries of Hortonian and Hewlettian runoff in Northern Mexico. J. Hydrol., 346, 144158.

    • Search Google Scholar
    • Export Citation
  • Dominguez, F., Kumar P. , and Vivoni E. R. , 2008: Precipitation recycling variability and ecoclimatological stability—A study using NARR data. Part II: North American monsoon region. J. Climate, 21, 51875203.

    • Search Google Scholar
    • Export Citation
  • Douglas, M. W., Maddox R. A. , Howard K. , and Reyes S. , 1993: The Mexican monsoon. J. Climate, 6, 16651677.

  • Eltahir, E. A. B., 1998: A soil moisture–rainfall feedback mechanism: 1. Theory and observations. Water Resour. Res., 34, 765776.

  • FAO, 1988: FAO-UNESCO soil map of the world: Revised legend. World Soil Resources Tech. Paper 20, 140 pp.

  • Forzieri, G., Castelli F. , and Vivoni E. R. , 2011: Vegetation dynamics within the North American monsoon region. J. Climate, 24, 17631783.

    • Search Google Scholar
    • Export Citation
  • García-Oliva, F., Maass J. M. , and Galicia L. , 1995: Rainstorm analysis and rainfall erosivity of a seasonal tropical region with a strong cyclonic influence on the Pacific coast of Mexico. J. Appl. Meteor., 34, 24912498.

    • Search Google Scholar
    • Export Citation
  • Gebremichael, M., Vivoni E. R. , Watts C. J. , and Rodriguez J. C. , 2007: Submesoscale spatiotemporal variability of North American monsoon rainfall over complex terrain. J. Climate, 20, 17511773.

    • Search Google Scholar
    • Export Citation
  • Gochis, D. J., Brito-Castillo L. , and Shuttleworth W. J. , 2006: Hydroclimatology of the North American Monsoon region in northwest Mexico. J. Hydrol., 316, 5370.

    • Search Google Scholar
    • Export Citation
  • Gochis, D. J., Watts C. J. , Garatuza-Payan J. , and Cesar-Rodriguez J. , 2007: Spatial and temporal patterns of precipitation intensity as observed by the NAME Event Rain gauge Network from 2002 to 2004. J. Climate, 20, 17341750.

    • Search Google Scholar
    • Export Citation
  • Goodrich, D. C., Lane L. J. , Shillito R. M. , Miller S. N. , Syed K. H. , and Woolhiser D. A. , 1997: Linearity of basin response as a function of scale in a semiarid watershed. Water Resour. Res., 33, 29512965.

    • Search Google Scholar
    • Export Citation
  • Gutiérrez, J., and Hernandez I. I. , 1996: Runoff and interill erosion as affected by grass cover in a semi-arid rangeland of northern Mexico. J. Arid Environ., 34, 287295.

    • Search Google Scholar
    • Export Citation
  • Hallack-Alegria, M., and Watkins D. W. , 2007: Annual and warm season drought intensity–duration–frequency analysis for Sonora, Mexico. J. Climate, 20, 18971909.

    • Search Google Scholar
    • Export Citation
  • Hamlet, A. F., Mote P. W. , Clark M. P. , and Lettenmaier D. P. , 2007: Twentieth-century trends in runoff, evapotranspiration, and soil moisture in the western United States. J. Climate, 20, 14681486.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Shi W. , Yarosh E. , and Joyce R. , 2000: Improved United States precipitation quality control system and analysis. NCEP/Climate Prediction Center ATLAS 7, 40 pp.

  • INEGI, 2000a: Síntesis de información geográfica del Estado de Sonora. Instituto Nacional de Estadisticas y Geografia Rep., 88 pp.

  • INEGI, 2000b: Cartas hidrologicas de aguas superficiales. Instituto Nacional de Estadisticas y Geografia Rep., 1 pp.

  • INEGI–INIFAP, 2001: Inventario nacional de suelos. Mexico Instituto Nacional de Estadisticas y Geografia and Instituto Nacional de Investigaciones Forestales, Agricolas, y Pecuarias Rep., 1 pp.

  • Ivanov, V. Y., Vivoni E. R. , Bras R. L. , and Entekhabi D. , 2004: Catchment hydrologic response with a fully distributed triangulated irregular network model. Water Resour. Res., 40, W11102, doi:10.1029/2004WR003218.

    • Search Google Scholar
    • Export Citation
  • Joyce, R. J., Janowiak J. E. , Arkin P. A. , and Xie P. , 2004: CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. J. Hydrometeor., 5, 487503.

    • Search Google Scholar
    • Export Citation
  • Koster, R. D., and Suarez M. J. , 1999: A simple framework for examining the interannual variability of land surface moisture fluxes. J. Climate, 12, 19111917.

    • Search Google Scholar
    • Export Citation
  • Luo, L., and Coauthors, 2003: Validation of the North American Land Data Assimilation System (NLDAS) retrospective forcing over the southern Great Plains. J. Geophys. Res., 108, 8843, doi:10.1029/2002JD003246.

    • Search Google Scholar
    • Export Citation
  • Luo, Y., Berbery E. H. , Mitchel K. E. , and Betts A. K. , 2007: Relationships between land surface and near-surface atmospheric variables in the NCEP North American Regional Reanalysis. J. Hydrometeor., 8, 11841183.

    • Search Google Scholar
    • Export Citation
  • Mascaro, G., and Vivoni E. R. , 2010: Statistical and scaling properties of remotely sensed soil moisture in two contrasting domains in the North American monsoon region. J. Arid Environ., 74, 572578.

    • Search Google Scholar
    • Export Citation
  • Méndez-Barroso, L. A., and Vivoni E. R. , 2010: Observed shifts in land surface conditions during the North American Monsoon: Implications for a vegetation–rainfall feedback mechanism. J. Arid Environ., 74, 549555.

    • Search Google Scholar
    • Export Citation
  • Mitchell, K. E., and Coauthors, 2004: The multi-institution North American Land Data Assimilation System (NLDAS): Utilizing multiple GCIP products and partners in a continental distributed hydrological modeling system. J. Geophys. Res., 109, D07S90, doi:10.1029/2003JD003823.

    • Search Google Scholar
    • Export Citation
  • Mora, F., and Iverson L. R. , 1998: On the sources of vegetation activity variation, and their relation with water balance in Mexico. Int. J. Remote Sens., 19, 18431871.

    • Search Google Scholar
    • Export Citation
  • Mu, Q., Heinsch F. A. , Zhao M. , and Running S. M. , 2007: Development of a global evapotranspiration algorithm based on MODIS and global meteorology data. Remote Sens. Environ., 111, 519536.

    • Search Google Scholar
    • Export Citation
  • Muñoz-Arriola, F., Avissar R. , Zhu C. , and Lettenmaier D. P. , 2009: Sensitivity of the water resources of Rio Yaqui Basin, Mexico, to agriculture extensification under multiscale climate conditions. Water Resour. Res., 45, W00A20, doi:10.1029/2007WR006783.

    • Search Google Scholar
    • Export Citation
  • Nesbitt, S. W., Gochis D. J. , and Lang T. J. , 2008: The diurnal cycle of clouds and precipitation along the Sierra Madre Occidental observed during NAME-2004: Implications for warm season precipitation estimation in complex terrain. J. Hydrometeor., 9, 728743.

    • Search Google Scholar
    • Export Citation
  • Paredes-Aguilar, R., Van Devender T. , and Felger R. S. , 2000: Cactaceas de Sonora, Mexico: Su Diversidad, Uso y Conservacion. IMADES Arizona-Sonora Desert Museum Press, 143 pp.

  • Pinker, R. T., and Coauthors, 2003: Surface radiation budgets in support of the GEWEX Continental-Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (NLDAS) project. J. Geophys. Res., 108, 8844, doi:10.1029/2002JD003301.

    • Search Google Scholar
    • Export Citation
  • Robles-Morua, A., Mayer A. S. , Auer M. T. , and Vivoni E. R. , 2012: Modeling riverine pathogen fate and transport in Mexican rural communities and associated public health implications. J. Environ. Manage., in press.

    • Search Google Scholar
    • Export Citation
  • Rodríguez-Iturbe, I., and Porporato A. , 2004: Ecohydrology of Water-Controlled Ecosystems. Cambridge University Press, 442 pp.

  • Sankarasubramanian, A., and Vogel R. M. , 2002: Annual hydroclimatology of the United States. Water Resour. Res., 38, 1083, doi:10.1029/2001WR000619.

    • Search Google Scholar
    • Export Citation
  • Schapp, M. G., Leij F. J. , and van Genuchten M. T. , 2001: Rosetta: A computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions. J. Hydrol., 251, 163176.

    • Search Google Scholar
    • Export Citation
  • Serrat-Capdevila, A., Valdes J. B. , Perez J. G. , Baird K. , Mata L. J. , and Maddock T. , 2007: Modeling climate change impacts—and uncertainty—on the hydrology of a riparian system: The San Pedro Basin (Arizona/Sonora). J. Hydrol., 347, 4866.

    • Search Google Scholar
    • Export Citation
  • Small, E. E., 2001: The influence of soil moisture anomalies on variability of the North American Monsoon System. Geophys. Res. Lett., 28, 139142.

    • Search Google Scholar
    • Export Citation
  • Smith, M. B., Seo D.-J. , Koren V. I. , Reed S. M. , Zhang Z. , Duan Q. , Moreda F. , and Cong S. , 2004: The Distributed Model Intercomparison Project (DMIP): Motivation and experiment design. J. Hydrology, 298, 426.

    • Search Google Scholar
    • Export Citation
  • Steiner, M., Smith J. A. , Burges S. J. , Alonso C. V. , and Darden R. W. , 1999: Effects of bias adjustment and rain gauge data quality control on radar rainfall. Water Resour. Res., 35, 24872503.

    • Search Google Scholar
    • Export Citation
  • Tang, Q., Vivoni E. R. , Muñoz-Arriola F. , and Lettenmaier D. P. , 2012: Predictability of evapotranspiration patterns using remotely sensed vegetation dynamics during the North American monsoon. J. Hydrometeor., 13, 103121.

    • Search Google Scholar
    • Export Citation
  • Viramontes, D., and Descroix L. , 2003: Changes in the surface water hydrologic characteristics of an endoreic basin of northern Mexico from 1970 to 1998. Hydrol. Processes, 17, 12911306.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Ivanov V. Y. , Bras R. L. , and Entekhabi D. , 2004: Generation of triangulated irregular networks based on hydrological similarity. J. Hydrol. Eng., 9, 288302.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Ivanov V. Y. , Bras R. L. , and Entekhabi D. , 2005: On the effects of triangulated terrain resolution on distributed hydrologic models. Hydrol. Processes, 19, 21012122.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Entekhabi D. , Bras R. L. , and Ivanov V. Y. , 2007a: Control on runoff generation and scale-dependence in a distributed hydrologic model. Hydrol. Earth Syst. Sci., 11, 16831701.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Gutiérrez-Jurado H. A. , Aragon C. A. , Méndez-Barroso L. A. , Rinehart A. J. , and Wyckoff R. L. , 2007b: Variation of hydrometeorological conditions along a topographic transect in northwestern Mexico during the North American monsoon. J. Climate, 20, 17921809.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Moreno H. A. , Mascaro G. , Rodríguez J. C. , Watts C. J. , Garatuza-Payan J. , and Scott R. L. , 2008: Observed relation between evapotranspiration and soil moisture in the North American monsoon region. Geophys. Res. Lett., 35, L22403, doi:10.1029/2008GL036001.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Tai K. , and Gohis D. J. , 2009: Effects of the initial soil moisture on rainfall generation and subsequent hydrologic response during the North American monsoon. J. Hydrometeor., 10, 644664.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Rodríguez J. C. , and Watts C. J. , 2010: On the spatiotemporal variability of soil moisture and evapotranspiration in a mountainous basin within the North American monsoon region. Water Resour. Res., 46, W02509, doi:10.1029/2009WR008240.

    • Search Google Scholar
    • Export Citation
  • Vivoni, E. R., Mascaro G. , Mniszewski S. , Fasel P. , Springer E. P. , Ivanov V. Y. , and Bras R. L. , 2011: Real-world hydrologic assessment of a fully-distributed hydrological model in a parallel computing environment. J. Hydrol., 409, 483496.

    • Search Google Scholar
    • Export Citation
  • Wood, E. F., and Coauthors, 2011: Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth’s terrestrial water. Water Resour. Res., 47, W05301, doi:10.1029/2010WR010090.

    • Search Google Scholar
    • Export Citation
  • Xu, J. J., Shuttleworth W. J. , Gao X. , Sorooshian S. , and Small E. E. , 2004: Soil moisture–precipitation feedback on the North American monsoon system in the MM5-OSU model. Quart. J. Roy. Meteor. Soc., 130, 28732890.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 6622 5421 377
PDF Downloads 407 68 7