Abstract
Quantifying the response of soil respiration to past environmental conditions is critical for predicting how future climate and vegetation change will impact ecosystem carbon balance. Increased shrub dominance in semiarid grasslands has potentially large effects on soil carbon cycling. The goal of this study was to characterize the effect of antecedent moisture and temperature conditions on soil respiration in a grassland now dominated by shrubs. Continuous measurements of soil respiration, soil temperature, and soil moisture were made over the entire summer of 2005 within distinct vegetation microsites in this shrubland community—under grasses, shrubs, and in open spaces. We analyzed these data within a Bayesian framework that allowed us to evaluate the time-scale over which antecedent conditions influence soil respiration. The addition of antecedent conditions explained an additional 16% of the variation in soil respiration. High soil moisture during the preceding month increased respiration rates in both the grass and shrub microsites. However, the time period over which antecedent soil moisture influenced the temperature sensitivity of soil respiration was shorter in the shrub compared to the grass microsites (1 vs. 2 weeks, respectively). The depth of moisture was important; for example, for respiration under shrubs, near-surface moisture was more influential on the day of the respiration measurement but subsurface moisture was more influential on the antecedent time scale. Although more mechanistic studies are required, this study is the first to reveal that shrub encroachment changes the time scales over which soil moisture and temperature affect soil respiration.
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References
Archer S, Boutton TW, Hibbard KA. 2001. Trees in grasslands: biogeochemical consequences of woody plant expansion. In: Schulze ED, Heimann M, Harrison S, Holland E, Lloyd J, Prentice IC, Schimel D, Eds. Global biogeochemical cycles in the climate system. San Diego, CA: Academic Press. p 115–30.
Atkin OK, Atkinson LJ, Fisher RA, Campbell CD, Zaragoza-Castells J, Pitchford JW, Woodward FI, Hurry V. 2008. Using temperature-dependent changes in leaf scaling relationships to quantitatively account for thermal acclimation of respiration in a coupled global climate–vegetation model. Glob Chang Biol 14:2709–26.
Bowling DR, McDowell NG, Bond BJ, Law BE, Ehleringer JR. 2002. C-13 content of ecosystem respiration is linked to precipitation and vapor pressure deficit. Oecologia 131:113–24.
Brantley ST, Young DR. 2008. Shifts in litter fall and dominant nitrogen sources after expansion of shrub thickets. Oecologia 155:337–45.
Brooks SP, Gelman A. 1998. General methods for monitoring convergence of iterative simulations. J Comput Graph Stat 7:434–55.
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 11:961–79.
Cable JM, Ogle K, Tyler AP, Pavao-Zuckerman MA, Huxman TE. 2009. Woody plant encroachment impacts on soil carbon and microbial processes: results from a hierarchical Bayesian analysis of soil incubation data. Plant Soil 320:153–67.
Cable JM, Ogle K, Lucas RW, Huxman TE, Loik ME, Smith SD, Tissue DT, Ewers BE, Pendall E, Welker JM, Charlet TN, Cleary M, Griffith A, Nowak RS, Rogers M, Steltzer H, Sullivan PF, Van Gestel N. 2011. The temperature responses of soil respiration in deserts: a seven desert synthesis. Biogeochemistry 103:71.
Carbone MS, Winston GC, Trumbore SE. 2008. Soil respiration in perennial grass and shrub ecosystems: linking environmental controls with plant and microbial sources on seasonal and diel timescales. J Geophys Res: Biogeosci 113:G03024.
Casals P, Gimeno C, Carrara A, Lopez-Sangil L, Sanz MJ. 2009. Soil CO2 efflux and extractable organic carbon fractions under simulated precipitation events in a Mediterranean Dehesa. Soil Biol Bioch 41:1915–22.
Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kwon W-T, Laprise R, Magana Rueda V, Mearns L, Menendex CG, Raisanen J, Rinke A, Rupa Kumar K, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon S, QD, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (Ed) Climate change 2007: the physical science basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK and New York, NY, USA
Cox JR, Frasier GW, Renard KG. 1986. Biomass distribution at grassland and shrubland sites. Rangelands 8:67–8.
Davidson EA, Janssens IA. 2006. Temperature sensitivity of soil carbon decomposition and feedbacks to climate change. Nature 440:165–73.
Davidson EA, Savage K, Verchot LV, Navarro R. 2002. Minimizing artifacts and biases in chamber-based measurements of soil respiration. Agric For Meteorol 113:21–37.
Davidson EA, Samanta S, Caramori SS, Savage K. 2012. The Dual Arrhenius and Michaelis–Menten kinetics model for decomposition of soil organic matter at hourly to seasonal time scales. Glob Chang Biol 18:371–84.
Ekblad A, Bostrom B, Holm A, Comstedt D. 2005. Forest soil respiration rate and delta(13)C is regulated by recent above ground weather conditions. Oecologia 143:136–42.
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 67:798–805.
Gamerman D, Hedibert FL. 2006. Markov Chain Monte Carlo: stochastic simulation for Bayesian inference. Boca Raton: Chapman & Hall/CRC.
Gelfand AE, Ghosh SK. 1998. Model choice: a minimum posterior predictive loss approach. Biometrika 85:1–11.
Gelman A. 2004a. Exploratory data analysis for complex models. J Comput Graph Stat 13:755–79.
Gelman A. 2004b. Parameterization and Bayesian modeling. J Am Stat Assoc 99:537–45.
Gelman A, Hill J. 2006. Data analysis using regression and multilevel/hierarchical models. New York: Cambridge University Press.
Hibbard KA, Archer S, Schimel DS, Valentine DW. 2001. Biogeochemical changes accompanying woody plant encroachment in a subtropical savanna. Ecology 82:1999–2011.
Hutchinson GL, Mosier AR. 1981. Improved soil cover method for field measurement of nitrous-oxide fluxes. Soil Sci Soc Am J 45:311–16.
Kubiske ME, Pregitzer KS, Zak DR, Mikan CJ. 1998. Growth and C allocation of Populus tremuloides genotypes in response to atmospheric CO2 and soil N availability. New Phytol 140:251–60.
Lloyd J, Taylor JA. 1994. On the temperature-dependence of soil respiration. Funct Ecol 8:315–23.
LI-COR. 2010. LI-8100 Manual
Luo YQ, Wan SQ, Hui DF, Wallace LL. 2001. Acclimatization of soil respiration to warming in a tall grass prairie. Nature 413:622–5.
Ma SY, Baldocchi DD, Hatala JA, Detto M, Yuste JC. 2012. Are rain-induced ecosystem respiration pulses enhanced by legacies of antecedent photodegradation in semi-arid environments? Agric For Meteorol 154:203–13.
Martens DA, McLain JET. 2003. Vegetation community impacts on soil carbon, nitrogen and trace gas fluxes. In: Proceedings, first interagency conference on research in the watersheds, Bensen, AZ.
McLain JET, Martens DA. 2006. Moisture controls on trace gas fluxes in semiarid riparian soils. Soil Sci Soci Am J 70:367–77.
Midwood AJ, Boutton TW, Archer SR, Watts SE. 1998. Water use by woody plants on contrasting soils in a savanna parkland: assessment with delta H-2 and delta O-18. Plant Soil 205:13–24.
Milchunas DG, Lauenroth WK. 2001. Belowground primary production by carbon isotope decay and longterm root biomass dynamics. Ecosystems 4:139–50.
Nobel PS. 1997. Root distribution and seasonal production in the northwestern Sonoran desert for a C-3 subshrub, a C-4 bunchgrass, and a CAM leaf succulent. Am J Bot 84:949–55.
Palta JA, Nobel PS. 1989. Influences of water status, temperature, and root age on daily patterns of root respiration for 2 cactus species. Ann Bot-London 63:651–62.
Pavon NP, Briones O. 2000. Root distribution, standing crop biomass and belowground productivity in a semidesert in Mexico. Plant Ecol 146:131–6.
Pearcy RW, Ehleringer JR, Mooney HA, Rundel PW. 1990. Plant physiological ecology: field methods and instrumentation. London: Chapman and Hall.
Qi Y, Xu M, Wu JG. 2002. Temperature sensitivity of soil respiration and its effects on ecosystem carbon budget: nonlinearity begets surprises. Ecol Model 153:131–42.
Reichstein M, Rey A, Freibauer A, Tenhunen J, Valentini R, Banza J, Casals P, Cheng YF, Grunzweig JM, Irvine J, Joffre R, Law BE, Loustau D, Miglietta F, Oechel W, Ourcival JM, Pereira JS, Peressotti A, Ponti F, Qi Y, Rambal S, Rayment M, Romanya J, Rossi F, Tedeschi V, Tirone G, Xu M, Yakir D. 2003. Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices. Glob Biogeochem Cycles 17:1104.
Schenk HJ, Jackson RB. 2002a. The global biogeography of roots. Ecol Monogr 72:311–28.
Schenk HJ, Jackson RB. 2002b. Rooting depths, lateral root spreads and below-ground/above-ground allometries of plants in water-limited ecosystems. J Ecol 90:480–94.
Schwinning S, Ehleringer JR. 2001. Water use trade-offs and optimal adaptations to pulse-driven arid ecosystems. J Ecol 89:464–80.
Scott RL, Edwards EA, Shuttleworth WJ, Huxman TE, Watts C, Goodrich DC. 2004. Interannual and seasonal variation in fluxes of water and carbon dioxide from a riparian woodland ecosystem. Agric For Meteorol 122:65–84.
Scott RL, Huxman TE, Williams DG, Goodrich DC. 2006. Ecohydrological impacts of woody-plant encroachment: seasonal patterns of water and carbon dioxide exchange within a semiarid riparian environment. Glob Chang Biol 12:311–24.
Spiegelhalter DJ, Best NG, Carlin BR, van der Linde A. 2002. Bayesian measures of model complexity and fit. J R Stat Soc B 64:583–616.
Sponseller RA. 2007. Precipitation pulses and soil CO2 flux in a Sonoran desert ecosystem. Glob Chang Biol 13:426–36.
Tang JW, Baldocchi DD, Xu L. 2005. Tree photosynthesis modulates soil respiration on a diurnal time scale. Glob Chang Biol 11:1298–304.
Xu LK, Baldocchi DD, Tang JW. 2004. How soil moisture, rain pulses, and growth alter the response of ecosystem respiration to temperature. Glob Biogeochem Cycles 18: GB4002.
Zhang ZS, Li XR, Liu LC, Jia RL, Zhang JG, Wang T. 2009. Distribution, biomass, and dynamics of roots in a revegetated stand of Caragana korshinskii in the Tengger desert, northwestern China. J Plant Res 122:109–19.
Acknowledgments
This study was supported by a DOE-NICCR Grant awarded to K. Ogle, the field data collection was supported by an NSF Grant (DEB-0414680) awarded to T. Huxman and D. Williams, and J. Cable was supported by an NSF OPP Grant #0852078.
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Author Contributions: JMC conceived of the respiration portion of the study, performed the research, analyzed the data, contributed the model, and wrote the paper. KO contributed the model, helped with data analysis, and helped write the paper. BG and LPB helped write the paper. WLC contributed to the research. RLS and DGW conceived of the study and helped write the paper. TEH conceived of the study.
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Cable, J.M., Ogle, K., Barron-Gafford, G.A. et al. Antecedent Conditions Influence Soil Respiration Differences in Shrub and Grass Patches. Ecosystems 16, 1230–1247 (2013). https://doi.org/10.1007/s10021-013-9679-7
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DOI: https://doi.org/10.1007/s10021-013-9679-7