Abstract
A general framework of ecosystem hotspots suggests variation in soil metabolic activity can be understood through the relative distribution and intensity of patches of disproportionately high ecosystem process rates. To better understand the causes of soil metabolic spatial variability and the variation in ecosystem hotspots we quantified soil respiration (R) spatial heterogeneity across a network of seven sites spanning a 2,489 m elevation gradient in the Santa Rosa Mountains of Southern California. At each site, soil samples were collected from 0–5 and 5–15 cm soil depths at 2 m intervals along three 100 m transects. Each soil sample was analyzed for organic matter content (SOM) and was incubated at 40% water holding capacity for 20 days. R was measured at days 5 and 20. Strong contrasts were observed between the relationships of soil physical variables and R at scales of individual landscapes and the whole region. Notably, the relationship between SOM and R was positive within individual landscapes and negative across the entire region. Plant canopy microenvironments were associated with elevated SOM and R relative to the interspaces. This microenvironment effect on R was reduced by elevation, incubation interval, and soil depth. Geostatistical analyses conducted individually for each site identified an increasing range of autocorrelation from 2 to 10 m and a decreasing proportion of variation that was included in this range with elevation. These results suggest hotspots increase in size but decrease in intensity with elevation thereby creating a maximum hotspot effect at middle elevations.
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References
Austin AT (2002) Differential effects of precipitation of production and decomposition along a rainfall gradient in Hawaii. Ecology 83(2):328–338
Austin AT, Vivanco L (2006) Plant litter decomposition in semi-arid ecosystem controlled by photodegradation. Nature 442:555–558. doi:10.1038/nature05038
Austin AT, Yahdjian L, Stark JM, Belnap J, Porporato A, Norton U, Ravetta DA, Schaeffer SM (2004) Water pulses and biogeochemical cycles in arid and semiarid ecosystems. Oecologia 141:221–235
Barron-Gafford GA, Scott RL, Jenerette GD, Huxman TE (2011) The relative controls of temperature, soil moisture, and plant functional group on soil CO2 efflux at diel, seasonal, and annual scales. J Geophys Res 116:G01023. doi:10.1029/2010JG001442
Burke IC, Laurenroth WK, Riggle R, Brannen P, Madigan B, Beard S (1999) Spatial variability of soil properties in the shortgrass steppe: the relative importance of topography, grazing, microsite and plant species in controlling spatial patterns. Ecosystems 2:422–438
Burnham K, Anderson D (2002) Model selection and interference: a practical information-theoretic approach, 2nd edn. Springer, New York
Butterfield B, Briggs JM (2009) Patch dynamics of soil biotic feedbacks in the Sonoran Desert. J Arid Environ 73:96–102
Cassel DK, Nielsen DR (1986) Field capacity and available water capacity. In: Klute A (ed) Methods of soil analysis. Part 1—Physical and mineralogical methods. ASA and SSSA, Madison, pp 901–924
Chatterjee A, Jenerette GD (2011) Changes in soil respiration Q10 during drying-rewetting along a semi-arid elevation gradient. Geoderma 163:171–177
Davidson EA, Janssens IA (2006) Temperature sensitivity of soil carbon decomposition and feedbacks to climate change. Nature 440:165–173
Dent CL, Grimm NB (1999) Spatial heterogeneity in stream water nutrient concentrations over successional time. Ecology 80:2283–2298
Dungan JL, Perry JN, Dale MRT, Legendre P, Citron-Pousty S, Fortin MJ, Jokomulska A, Miriti M, Rosenberg MS (2002) A balanced view of scale in spatial statistical analysis. Ecography 25:626–640
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
Groffman PM, Butterbach-Bahl K, Fulweiler RW, Gold AJ, Morse JL, Stander EK, Tague C, Tonitto C, Vidon P (2009) Challenges to incorporating spatially and temporally explicit phenomena (hotspots and hot moments) in denitrification models. Biogeochemistry 93:49–77
Gustafson EJ (1998) Quantifying landscape spatial pattern: what is the state of the art? Ecosystems 1:143–156
Hanawalt RB, Whittaker RH (1976) Altitudinally coordinated patterns of soils and vegetation in the San Jacinto Mountains, California. J Soil Sci 121:114–124
Jackson RB, Caldwell MM (1993) Geostatistical patterns of soil heterogeneity around individual perennial plants. J Ecol 81:683–692
Jenerette GD, Lal R (2005) Hydrologic sources of carbon cycling uncertainty throughout the terrestrial aquatic continuum. Glob Chang Biol 11:1873–1882
Jenerette GD, Wu J, Grimm NB, Hope D (2006) Points, patches, and regions: scaling soil biogeochemical patterns in an urbanizing ecosystem. Glob Chang Biol 12:1532–1544
Jenerette GD, Scott RL, Huxman TE (2008) Whole ecosystem metabolic pulses following precipitation events. Funct Ecol 22:924–930
Jenerette GD, Barron-Gafford G, Guswa AJ, McDonnell JJ, Villegas JC (in press) Organization of complexity in water limited ecohydrology. Ecohydrology. doi:10.1002/eco.217
Kelly AE, Goulden ML (2008) Rapid shifts in plant distribution with recent climate change. Proc Natl Acad Sci USA 105:11823–11826
Lal R (2009) Sequestering carbon in soils of arid ecosystems. Land Degrad Dev 20:441–454
McClain ME, Boyer EW, Dent CL, Gergel SE, Grimm NB, Groffman PM, Hart SC, Harvey JW, Johnston CA, Mayorga E, McDowell WH, Pinay G (2003) Biogeochemical hot spots and hot moments at the interface of terrestrial and aquatic ecosystems. Ecosystems 6:301–312
Noy-Meir I (1973) Desert ecosystems: environment and producers. Annu Rev Ecol Syst 4:25–51
Pacific VJ, McGlynn BL, Riverso-Iregui DA, Welsch DL, Epstein HE (2008) Variability in soil respiration across riparian-hillslope transitions. Biogeochemistry 91:51–70
Perroni-Ventura Y, Montana C, Garcia-Oliva F (2010) Carbon–nitrogen interactions in fertility island soil from a tropical semi-arid ecosystem. Funct Ecol 24:233–242
Powers JS, Schlesinger WH (2002) Relationships among soil carbon distributions and biophysical factors at nested spatial scales in rainforests of northeastern Costa Rica. Geoderma 109:165–190
Raich JW, Potter CS (1995) Global patterns of carbon-dioxide emissions from soils. Glob Biogeochem 9(1):23–36
Rasmussen C, Southard RJ, Howarth WR (2006) Mineral control of organic carbon mineralization in a range of temperate conifer forest soils. Glob Chang Biol 12:834–847
Rasmussen C, Troch PA, Chorover J, Brooks P, Pelletier J, Huxman TE (2011) An open system framework for integrating critical zone structure and function. Biogeochemistry 102:15–29
Reynolds JF, Smith DMS, Lambin EF, Turner BL, Mortimore M, Batterbury SPJ, Downing TE, Dowlatabadi H, Fernandez RJ, Herrick JE, Huber-Sannwald E, Jiang H, Leemans R, Lynam T, Maestre FT, Ayarza M, Walker B (2007) Global desertification: building a science for dryland development. Science 316:847–851
Riveros-Iregui DA, McGlynn BL (2009) Landscape structure control on soil CO2 efflux variability in complex terrain: scaling from point observations to watershed-scale fluxes. J Geophys Res 114:G02010. doi:10.1029/2008JG000885
Riveros-Iregui DA, McGlynn BL, Marshall LA, Welsch DL, Emanuel RE, Epstein HE (2011) A watershed-scale assessment of a process soil CO2 production and efflux model. Water Resour Res. doi:10.1029/2010WR009941 (in press)
Robertson GP, Klingensmith KM, Klug MJ, Paul EA, Crum JR, Ellis BG (1997) Soil resources, microbial activity and primary production across an agricultural ecosystem. Ecol Appl 7:158–170
Rutledge S, Campbell DI, Baldocchi D, Schipper LA (2010) Photodegradation leads to increased carbon dioxide losses from terrestrial organic matter. Glob Chang Biol 16:3065–3074
Schade JD, Sponseller R, Collins SL, Stiles A (2003) The influence of Prosopis canopies on understorey vegetation: effects of landscape position. J Veg Sci 14:743–750
Schlesinger WH (1990) Evidence from chronosequence studies for a low carbon storage potential of soils. Nature 348:232–234
Schlesinger WH, Raikes JA, Hartley AE, Cross AF (1996) On the spatial pattern of soil nutrients in desert ecosystems. Ecology 77(2):364–374
Smith JL, Halvorson JJ, Bolton H Jr (2002) Soil properties and microbial activity across a 500 m elevation gradient in a semiarid environment. Soil Biol Biochem 34:1749–1757
Sponseller RA (2007) Precipitation pulses and soil CO2 flux in a Sonoran Desert ecosystem. Glob Chang Biol 13:426–436
Sponseller RA, Fisher SG (2008) The influence of drainage networks on patterns of soil respiration in a desert catchment. Ecology 89:1089–1100
Stoyan H, De-Polli H, Böhm S, Robertson GP, Paul EA (2000) Spatial heterogeneity of soil respiration and related properties at the plant scale. Plant Soil 222:203–214
Tongway DJ, Ludwig JA (1990) Vegetation and soil patterning in semi-arid mulga lands of eastern Australia. Aust J Ecol 15(1):23–34
Valentini R, Matteucci G, Dolman AJ, Schulze ED, Rebmann C, Moors EJ, Granier A, Gross P, Jensen NO, Pilegaard K, Lindroth A, Grelle A, Bernhofer C, Grünwald T, Aubinet M, Ceulemans R, Kowalski AS, Vesala T, Rannik U, Berbigier P, Loustau D, Gudmundsson J, Thorgeirsson H, Ibrom A, Morgenstern K, Clement R (2000) Respiration as the main determinant of carbon balance in European forests. Nature 404(6780):861–865
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 179:460–471
Wagner HH, Fortin MJ (2005) Spatial analysis of landscapes: concepts and statistics. Ecology 86:1975–1987
White DA II, Welty-Bernard A, Rasmussen C, Schwartz E (2009) Vegetation controls on soil organic carbon dynamics in an arid, hyperthermic ecosystem. Geoderma 150:214–223
Whittaker RH, Niering WA (1975) Vegetation of Santa Catalina Mountains, Arizona. 5. Biomass, production and diversity along elevation gradient. Ecology 56:771–790
Zhou X, Talley M, Luo Y (2009) Biomass, litter, and soil respiration along a precipitation gradient in Southern Great Plains, USA. Ecosystems 12:1369–1380
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This research study was funded by the Kearny Foundation for Soil Science Research. Authors recognized the laboratory and field technical support by Lindy Shomper, Alea Miehls, Justin Richardson, and Lauren Velasco. Authors also indebted to Dr. Allan Muth, Director of Boyd Deep Canyon Research Center, Palm Desert and Dr. Becca Fenwick, Director of James San Jacinto Mountains Reserve, Idyllwild for field and research facility access. Ryan Sponseller provided valuable discussion and feedback on the ideas and their presentation.
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Chatterjee, A., Jenerette, G.D. Spatial variability of soil metabolic rate along a dryland elevation gradient. Landscape Ecol 26, 1111–1123 (2011). https://doi.org/10.1007/s10980-011-9632-0
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DOI: https://doi.org/10.1007/s10980-011-9632-0