Abstract
Modeling of soil–water, –heat and –carbon (C) fluxes provides an important tool for predicting mass and energy transfers based on a hydraulic-, thermal- and C-mass balance approach. Model predictions were evaluated using measured data from two water-limited study sites, one pasture and one supporting an alfalfa crop, to indentify differences between these ecosystems. Soil water content, temperature, and evapotranspiration (ET) data were used to validate soil water dynamics components of a process-based numerical model. Soil surface CO2 efflux estimates (i.e., fluxes from soil respiration) were also made to estimate soil CO2 emissions. The results show that the Hydrus-1D numerical model can be parameterized to simulate the soil hydrodynamics and CO2 fluxes measured at both locations. Rainfall and irrigation events triggering increases in plant root and microbial respiration rates were simulated to recreate observed pulsed CO2 fluxes. There were distinct differences in ET and soil CO2 effluxes between the ecosystems and watering events significantly modified the fluxes. Differences in potential evapotranspiration and soil texture could help explain these discrepancies. The results demonstrate that numerical modeling can be a useful tool for estimating soil surface fluxes in calibrated ecosystems when micrometeorological methods may not be suitable.
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Austin AT, Yahdjian L, John M, Stark JM, Belnap J, Porporato A, Norton U, Ravetta DA, Schaeffer SM (2004) Water pulses and biogeochemical cycles in arid and semiarid ecosystems. Oecologia 141(2):221–235
Bauer J, Herbst M, Huisman JA, Weihermuller L, Vereecken H (2008) Sensitivity of simulated soil heterotrophic respiration to temperature and moisture reduction functions. Geoderma 145(1–2):17–27
Blonquist JM, Jones SB, Robinson DA (2006) Precise irrigation scheduling for turfgrass using a subsurface electromagnetic soil moisture sensor. Agric Water Manag 84:153–165
Buchner JS, Simunek J, Dane JH, King AP, Lee J, Rolston DE, Hopmans JW (2008) Evaluation of CO2 fluxes from an agricultural field using a process-based numerical model. J Hydrol 361(1–2):131–143
Cable JM, Ogle K, Williams DG, Weltzin JF, Huxman TE (2008) Soil texture drives responses of soil respiration to precipitation pulses in the Sonoran Desert: implications for climate change. Ecosystems 11(6):961–979
Coelho EF, Or D (1996) A parametric model for two-dimensional water uptake by corn roots under drip irrigation. Soil Soc Am J 60(4):1039–1049
Emmerich WE (2003) Carbon dioxide fluxes in a semiarid environment with high carbonate soils. Agric For Meteorol 116(1–2):91–102
Fan J, Shao MA, Wang QJ, Jones SB, Reichardt K, Cheng XR, Fu XL (2010) Toward sustainable soil and water resources use in China’s highly erodible semi-arid Loess Plateau. Geoderma 155:93–100
Fierer N, Schimel JP (2003) A proposed mechanism for the pulse in carbon dioxide production commonly observed following the rapid rewetting of a dry soil. Soil Sci Soc Am J 67(3):798–805
Frank AB, Dugas WA (2001) Carbon dioxide fluxes over a northern, semiarid, mixed-grass prairie. Agric For Meteorol 108(4):317–326
Han XW, Shao MA, Horton R (2010) Estimating van Genuchten model parameters of undisturbed soils using an integral method. Pedosphere 20:55–62
Heinemeyer A, Hartley IP, Evans SP, De la Fuente JAC, Ineson P (2007) Forest soil CO 2 flux: uncovering the contribution and environmental responses of ectomycorrhizas. Glob Change Biol 13(8):1786–1797
Herbst M, Hellebrand H, Bauer J, Huisman JA, Simunek J, Weihermuller L, Graf A, Vanderborght J, Vereecken H (2008) Multiyear heterotrophic soil respiration: Evaluation of a coupled CO2 transport and carbon turnover model. Ecol Model 214(2–4):271–283
Huxman TE, Snyder KA, Tissue D, Leffler AJ, Ogle K, Pockman WT, Sandquist DR, Potts DL, Schwinning S (2004) Precipitation pulses and carbon fluxes in semiarid and arid ecosystems. Oecologia 141(2):254–268
Jenerette GD, Scott RL, Huxman TE (2008) Whole ecosystem metabolic pulses following precipitation events. Funct Ecol 22(5):924–930
Kurc SA, Small EE (2004) Dynamics of evapotranspiration in semiarid grassland and shrubland ecosystems during the summer monsoon season, central New Mexico. Water Resour Res 40:W09305. doi:10.1029/2004WR003068
Kurc SA, Small EE (2007) Soil moisture variations and ecosystem-scale fluxes of water and carbon in semiarid grassland and shrubland. Water Resour Res 43:W06416. doi:10.1029/2006WR005011
Laio F, Porporato A, Ridolfi L, Rodriguez-Iturbe I (2001) Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress—II. Probabilistic soil moisture dynamics. Adv Water Resour 24(7):707–723
Law BE, Falge E, Guc L, Baldocchi DD, Bakwin P, Berbigier P, Davis K, Dolman AJ, Falk M, Fuentes JD, Goldstein A, Granier A, Grelle A, Hollinger D, Janssens IA, Jarvis P, Jensen NO, Katul G, Mahli Y, Matteucci G, Meyers T, Monson R, Munger W, Oechel W, Olson R, Pilegaard K, Paw UKT, Thorgeirsson H, Valentini R, Verma S, Vesala T, Wilson K, Wofsy S (2002) Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation. Agric For Meteorol 113:97–120
Leffler AJ, Peek MS, Ryel RJ, Ivans CY, Caldwell MM (2005) Hydraulic redistribution through the root systems of senesced plants. Ecology 86(3):633–642
Loik ME, Breshears DD, Lauenroth WK, Belnap J (2004) A multi-scale perspective of water pulses in dryland ecosystems: climatology and ecohydrology of the western USA. Oecologia 141:269–281
Mariko S, Urano T, Asanuma J (2007) Effects of irrigation on CO2 and CH4 fluxes from Mongolian steppe soil. J Hydrol 333(1):118–123
Meyers TP (2001) A comparison of summertime water and CO2 fluxes over rangeland for well watered and drought conditions. Agric For Meteorol 106(3):205–214
Mielnick P, Dugas WA, Mitchell K, Havstad K (2005) Long-term measurements of CO2 flux and evapotranspiration in a Chihuahuan desert grassland. J Arid Environ 60(3):423–436
Patrick L, Cable J, Potts D, Ignace D, Barron-Gafford G, Griffith A, Alpert H, Van Gestel N, Robertson T, Huxman TE, Zak J, Loik ME, Tissue D (2007) Effects of an increase in summer precipitation on leaf, soil, and ecosystem fluxes of CO2 and H2O in a sotol grassland in Big Bend National Park, Texas. Oecologia 151(4):704–718
Reynolds JF, Kemp PR, Ogle K, Fernandez RJ (2004) Modifying the ‘pulse-reserve’ paradigm for deserts of North America: precipitation pulses, soil water, and plant responses. Oecologia 141(2):194–210
Schwinning S, Sala OE, Loik ME, Ehleringer JR (2004) Thresholds, memory, and seasonality: understanding pulse dynamics in arid/semi-arid ecosystems. Oecologia 141(2):191–193
Šimůnek J, Suarez DL (1993) Modeling of carbon-dioxide transport and production in soil.1. Model development. Water Resour Res 29(2):487–497
Šimůnek J, Sejna M, Saito H, Sakai M, van Genuchten MTh (2008) The HYDRUS-1D software package for simulating the one-dimensional movement of water, heat, and multiple solutes in variably-saturated media. Version 4.0, HYDRUS Software Series 1. Department of Environmental Science, University of California Riverside, Riverside, p 281
Suarez DL, Šimůnek J (1993) Modeling of carbon-dioxide transport and production in soil. 2. Parameter selection, sensitivity analysis, and comparison of model predictions to field data. Water Resour Res 29(2):499–513
van Genuchten MTh, Leij FJ, Yates SR (1991) The RETC Code for quantifying the hydraulic functions of unsaturated soils EPA/600/2-91/065. U.S. Enviorn. Prot. Agency, Washington
Vargas R, Allen MF (2008) Environmental controls and the influence of vegetation type, fine roots and rhizomorphs on diel and seasonal variation in soil respiration. New Phytol 179(2):460–471
Williams CA, Hanan N, Scholes RJ, Kutsch W (2009) Complexity in water and carbon dioxide fluxes following rain pulses in an African savanna. Oecologia 161:469–480
Xie HH, Fan J, Qi LB, Hao MD (2010) Seasonal characteristics of soil respiration and affecting factors under typical vegetations in the water-wind erosion crisscross region of the Loess Plateau. Environ Sci 31:2995–3003 (in Chinese with English abstract)
Acknowledgments
We acknowledge funding by the CAS/SAFEA International Partnership Program for Creative Research Teams—Process simulation of soil and water of a watershed and The National Natural Science Foundation of China (No. 40601041). Thanks to two anonymous referees for suggestions and helpful comments.
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Fan, J., Jones, S.B., Qi, L.B. et al. Effects of precipitation pulses on water and carbon dioxide fluxes in two semiarid ecosystems: measurement and modeling. Environ Earth Sci 67, 2315–2324 (2012). https://doi.org/10.1007/s12665-012-1678-z
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DOI: https://doi.org/10.1007/s12665-012-1678-z