Abstract
Stream discharge–concentration relationships are indicators of terrestrial ecosystem function. Throughout the Amazon and Cerrado regions of Brazil rapid changes in land use and land cover may be altering these hydrochemical relationships. The current analysis focuses on factors controlling the discharge–calcium (Ca) concentration relationship since previous research in these regions has demonstrated both positive and negative slopes in linear log10discharge–log10Ca concentration regressions. The objective of the current study was to evaluate factors controlling stream discharge–Ca concentration relationships including year, season, stream order, vegetation cover, land use, and soil classification. It was hypothesized that land use and soil class are the most critical attributes controlling discharge–Ca concentration relationships. A multilevel, linear regression approach was utilized with data from 28 streams throughout Brazil. These streams come from three distinct regions and varied broadly in watershed size (<1 to >106 ha) and discharge (10−5.7–103.2 m3 s−1). Linear regressions of log10Ca versus log10discharge in 13 streams have a preponderance of negative slopes with only two streams having significant positive slopes. An ANOVA decomposition suggests the effect of discharge on Ca concentration is large but variable. Vegetation cover, which incorporates aspects of land use, explains the largest proportion of the variance in the effect of discharge on Ca followed by season and year. In contrast, stream order, land use, and soil class explain most of the variation in stream Ca concentration. In the current data set, soil class, which is related to lithology, has an important effect on Ca concentration but land use, likely through its effect on runoff concentration and hydrology, has a greater effect on discharge–concentration relationships.
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Ballester MV, Victoria DdC, Krusche AV, Coburn R, Victoria RL, Richey JE, Logsdon MG, Mayorga E, Matricardi E (2003) A remote sensing/GIS-based physical template to understand the biogeochemistry of the Ji-Parana river basin (Western Amazonia). Remote Sens Environ 87:429–445
Biggs TW, Dunne T, Domingues TF, Martinelli LA (2002) The relative influence of natural watershed properties and human disturbance on stream solute concentrations in the southwestern Brazilian Amazon basin. Water Resour Res 38:1150
Biggs TW, Dunne T, Muraoka T (2006) Transport of water, solutes and nutrients from a pasture hillslope, southwestern Brazilian Amazon, vol 20. John Wiley and Sons Ltd, NY, pp 2527–2547
Bond HW (1979) Nutrient concentration patterns in a stream draining a montane ecosystem in Utah. Ecology 60:1184–1196
Chaves J, Neill C, Germer S, Neto SG, Krusche A, Elsenbeer H (2008) Land management impacts on runoff sources in small Amazon watersheds. Hydrol Process 22:1766–1775
Clayton DG (1996) Generalized linear mixed models. In: Gilks WR et al (eds) Markov chain Monte Carlo in practice. Chapman and Hall, London, pp 275–301
Congdon P (2001) Bayesian statistical modelling. John Wiley and Sons, LTD, New York
Davidson EA, Figueiredo RO, Markewitz D, Aufdenkampe AK (2010) Dissolved CO2 in small catchment streams of eastern Amazonia: a minor pathway of terrestrial carbon loss. J Geophys Res 115:G04005
Drever JI (1997) The geochemistry of natural waters: surface and groundwater environments, 3rd edn. Prentice Hall, NJ
Figueiredo RO, Markewitz D, Davidson EA, Schuler AE, Watrin O dos S, de Souza Silva P (2010) Land-use effects on the chemical attributes of low-order streams in the eastern Amazon. J Geophys Res 115:G04004
Gelman A (2005a) Analysis of variance: why it is more important than ever (with discussion). Ann Stat 35:1–53
Gelman A (2005b) Prior distributions for variance parameters in hierarchical models. Bayesian Anal 1:1–19
Germer S, Neill C, Vetter T, Chaves J, Krusche AV, Elsenbeer H (2009) Implications of long-term land-use change for the hydrology and solute budgets of small catchments in Amazonia. J Hydrol 364:349–363
Gibbs RJ (1967) The geochemistry of the Amazon river system, I: the factors that control the salinity and the composition and concentration of suspended solids. Geol Soc Am Bull 78:1203–1232
Hornberger GM, Bencala KE, McKnight DM (1994) Hydrological controls on dissolved organic carbon during snowmelt in the Snake River near Montezuma, Colorado. Biogeochemistry 25:147–165
INPE (2006) Monitoramento da floresta Amazônica Brasileir por satelite: projeto PRODES
Johnson M, Lehmann J, Couto E, Filho J, Riha S (2006) DOC and DIC in flowpaths of Amazonian headwater catchments with hydrologically contrasting soils. Biogeochemistry 81:45–57
Kang S, Lin H, Gburek WJ, Folmar GJ, Lowery B (2008) Baseflow nitrate in relation to stream order and agricultural land use. J Environ Qual 37:808–816
Lamon EC, Qian SS (2008) Regional scale stressor-response models in aquatic ecosystems. J AmWater Resour Assoc 44:771–781
Lewis WMJ, Grant MC (1979) Relationships between stream discharge and yield of dissolved substances from a Colorado mountain watershed. Soil Sci 128:353–363
Likens GE, Bormann FH (1995) Biogeochemistry of a forested ecosystem, 2nd edn. Springer, New York
Markewitz D, Resende JCF, Parron LM, Bustamante MMC, Klink CA, Davidson EA (2006). Dissolved rainfall inputs and streamwater outputs in an undisturbed watershed on highly weathered soils in the Brazilian Cerrado. Hydrol Process 20:2615–2639
Markewitz D, Davidson EA, Figueiredo RdO, Victoria RL, Krusche AV (2001) Control of cation concentrations in stream waters by surface soil processes in an Amazonian watershed. Nature 410:802–805
Meybeck M (1998) Man and river interface: multiple impacts on water and particulates chemistry illustrated in the Seine river basin. Hydrobiologia 373:1–20
Meyer JL, McDowell WH, Bott TL, Elwood JW, Ishizaki C, Melack JM, Peckarsky BL, Peterson BJ, Rublee PA (1988) Elemental dynamics in streams. J North Am Benthol Soc 7:410–432
Moraes JMd, Schuler AE, Dunne T, Figueiredo Rdo, Victoria RL (2006) Water storage and runoff processes in plinthic soils under forest and pasture in Eastern Amazonia. Hydrol Process 20:2509–2526
Mortatti J, Probst J-L (2003) Silicate rock weathering and atmospheric/soil CO2 uptake in the Amazon basin estimated from river water geochemistry: seasonal and spatial variations. Chem Geol 197:177–196
Neill C, Deegan LA, Thomas SM, Cerri CC (2001) Deforestation for pasture alters nitrogen and phosphorus in soil solution and stream water of small Amazonian watersheds. Ecol Appl 11:1817–1828
Richey JE, Victoria RL, Salati E, Forsberg BR (1990) Biogeochemistry of a major river system: the Amazon case study. In: Degens ET (ed) Biogeochemistry of major world rivers, vol 42. Wiley, New York, pp 57–74
Saunders JF III, Lewis WM Jr (1989) Transport of major solutes and the relationship between solute concentrations and discharge in the Apure River, Venezuela. Biogeochemistry 8:101–113
Silva JSO, Bustamante MMC, Markewitz D, Krusche AV, Ferreira L (2010) Effects of land cover on chemical characteristics of streams in the Cerrado region of Brazil. Biogeochemistry. doi:10.1007/s10533-010-9557-8
Spiegelhalter DJ, Best NG, Carlin BP, van der Linde A (2002) Bayesian measures of model complexity and fit. J R Stat Soc B 64:583–639
Stallard RF (1985) River chemistry, geology, geomorphology, and soils in the Amazon and Orinoco basins. In: Drever JI (ed) The chemistry of weathering, vol 149. Publishing Company, Boston, pp 293–316
Stallard RF, Edmond JM (1983) Geochemistry of the Amazon, 2. The influence of geology and weathering environment on the dissolved load. J Geophys Res 88:9671–9688
Stallard RF, Edmond JM (1987) Geochemistry of the Amazon. Weathering chemistry and limits to dissolved inputs. J Geophys Res 92:8293–8302
StatSoft I (2010) Electronic statistics textbook. Tulsa, OK
Williams MR, Melack JM (1997) Solute export from forested and partially deforested catchments in the central Amazon. Biogeochemistry 38:67–102
Acknowledgements
This research was supported by grant #’s NCC5-686 and NNG06GE88A of NASA’s Terrestrial Ecology Program as part of the Large-scale Biosphere–Atmosphere Experiment in Amazonia (LBA-ECO) project. We thank Luke Worsham and Paul Lefebvre for help drawing the Amazon Basin inset map. We also thank others in the LBA Land Water Coupling Synthesis Group including Jeff Richey, John Melack, and Eric Davidson.
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Markewitz, D., Lamon, E.C., Bustamante, M.C. et al. Discharge–calcium concentration relationships in streams of the Amazon and Cerrado of Brazil: soil or land use controlled. Biogeochemistry 105, 19–35 (2011). https://doi.org/10.1007/s10533-011-9574-2
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DOI: https://doi.org/10.1007/s10533-011-9574-2