Skip to main content
Log in

The importance of transport processes and spatial gradients on in situ estimates of lake metabolism

  • Primary Research Paper
  • Published:
Hydrobiologia Aims and scope Submit manuscript

Abstract

We measured spatial gradients of dissolved oxygen in a eutrophic reservoir from repeated transects over a 5-day period. The equation typically used to compute lake metabolism was extended to the full advection–diffusion–reaction equation, which includes transport terms. These transport terms were computed and found to be of similar magnitude to the rate of change of dissolved oxygen. We demonstrate that neglecting transport terms in this reservoir could lead to over-estimates in net ecosystem production calculations in the surface layer of up to 100%. We advocate the calculation of nondimensional Peclet and Damkohler numbers in future studies to assist in determining the importance of transport terms on lake metabolism estimates.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Baehr, M. M. & M. D. DeGrandpre, 2004. In situ pCO2 and O2 measurements in a lake during turnover and stratification: observations and modeling. Limnology and Oceanography 49: 330–340.

    Article  CAS  Google Scholar 

  • Barry, M. E., G. N. Ivey, K. B. Winters & J. Imberger, 2001. Measurements of diapycnal diffusivities in stratified fluids. Journal of Fluid Mechanics 442: 267–291.

    Article  Google Scholar 

  • Briand, J.-F., C. Leboulanger, J.-F. Humbert, C. Bernard & P. Dufour, 2004. Cylindrospermopsis raciborskii (cyanobacteria) invasion at mid-latitudes: selection, wide physiological tolerance, or global warming? Journal of Phycology 40: 231–238.

    Article  Google Scholar 

  • Cole, J. J. & N. F. Caraco, 1998. Atmospheric exchange of carbon dioxide in a low-wind oligotrophic lake measured by the addition of SF6. Limnology and Oceangraphy 43: 647–656.

    Article  CAS  Google Scholar 

  • Cole, J. J., Y. T. Prairie, N. F. Caraco, W. H. McDowell, L. J. Tranvik, R. G. Striegl, C. M. Duarte, P. Kortelainen, J. A. Downing, J. J. Middelburg & J. Melack, 2007. Plumbing the global carbon cycle: integrating inland waters into the terrestrial carbon budget. Ecosystems 10: 171–184.

    Article  CAS  Google Scholar 

  • Coloso, J. J., J. J. Cole, P. C. Hanson & M. L. Pace, 2008. Depth-integrated, continuous estimates of metabolism in a clear-water lake. Canadian Journal of Fisheries and Aquatic Sciences 65: 712–722.

    Article  Google Scholar 

  • Fozdar, F. M., G. J. Parker & J. Imberger, 1985. Matching temperature and conductivity sensor response characteristics. Journal of Physical Oceanography 15: 1557–1569.

    Article  Google Scholar 

  • Gudasz, C., D. Bastviken, K. Steger, K. Premke, S. Sobek & L. J. Tranvik, 2010. Temperature-controlled organic carbon mineralization in lake sediments. Nature 466: 478–481.

    Article  PubMed  CAS  Google Scholar 

  • Hanson, P. C., D. L. Bade, S. R. Carpenter & T. K. Kratz, 2003. Lake metabolism: relationships with dissolved organic carbon and phosphorus. Limnology and Oceanography 48: 1112–1119.

    Article  CAS  Google Scholar 

  • Hanson, P. C., S. R. Carpenter, N. Kimura, C. Wu, S. P. Cornelius & T. K. Kratz, 2008. Evaluation of metabolism models for free-water dissolved oxygen methods in lakes. Limnology and Oceanography Methods 6: 454–465.

    Article  CAS  Google Scholar 

  • Hawkins, P. R., E. Putt, I. Falconer & A. Humpage, 2001. Phenotypical variation in a toxic strain of the phytoplankter, Cylindrospermopsis raciborskii (Nostocales, Cyanophyceae) during batch culture. Environmental Toxicology 16: 460–467.

    Article  PubMed  CAS  Google Scholar 

  • Hillmer, I. & J. Imberger, 2007. Estimating in situ phytoplankton growth rates with a Lagrangian sampling strategy. Limnology and Oceanography Methods 5: 495–509.

    Article  CAS  Google Scholar 

  • Hodges, B. R., J. Imberger, A. Saggio & K. B. Winters, 2000. Modeling basin-scale internal waves in a stratified lake. Limnology and Oceanography 45: 1603–1620.

    Article  Google Scholar 

  • Imberger, J., 1985. The diurnal mixed layer. Limnology and Oceanography 30: 737–770.

    Article  Google Scholar 

  • Imberger, J. & R. Head. 1994. Measurement of turbulent properties in a natural system. In Proceedings of the Symposium on Fundamentals and Advancements in Hydraulic Measurements and Experimentation, Buffalo, New York: 1–20.

  • Imberger, J., T. Berman, R. R. Christian, E. B. Sherr, D. E. Whitney, L. R. Pomeroy, R. G. Wiegert & W. J. Wiebe, 1983. The influence of water motion on the distribution and transport of materials in a salt-march estuary. Limnology and Oceanography 28: 201–214.

    Article  Google Scholar 

  • Lawrence, G. A., K. I. Ashley, N. Yonemitsu & J. R. Ellis, 1995. Natural dispersion in a small lake. Limnology and Oceanography 40: 1519–1526.

    Article  Google Scholar 

  • Luketina, D. A. & J. Imberger, 2001. Determining turbulent kinetic energy dissipation from Batchelor curve fitting. Journal of Atmospheric and Oceanic Technology 18: 100–113.

    Article  Google Scholar 

  • MacIntyre, S., J. R. Romero & G. W. Kling, 2002. Spatial-temporal variability in surface layer deepening and lateral advection in an embayment of Lake Victoria, East Africa. Limnology and Oceanography 47: 656–671.

    Article  Google Scholar 

  • MacIntyre, S., A. Jonsson, M. Jansson, J. Aberg, D. E. Turney & S. D. Miller, 2010. Buoyancy flux, turbulence, and the gas transfer coefficient in a stratified lake. Geophys Res Lett 37: L24604.

    Article  Google Scholar 

  • Melack, J. M., 1982. Photosynthetic activity and respiration in an equatorial African soda lake. Freshwater Biology 12: 381–400.

    Article  Google Scholar 

  • Odum, H. T., 1956. Primary production in flowing waters. Limnology and Oceanography 1: 102–117.

    Article  Google Scholar 

  • Reynolds, C. S., 2006. Ecology of Phytoplankton. Cambridge University Press, Cambridge: 552.

    Book  Google Scholar 

  • Reynolds, C. S., V. Huszar, C. Kruk, L. Naselli-Flores & S. Melo, 2002. Towards a functional classification of the freshwater phytoplankton. Journal of Plankton Research 24: 417–428.

    Article  Google Scholar 

  • Romero, J. R., J. P. Antenucci & J. Imberger, 2004. One- and three-dimensional biogeochemical simulations of two differing reservoirs. Ecological Modeling 174: 143–160.

    Article  CAS  Google Scholar 

  • Rueda, F. J. & S. MacIntyre, 2009. Flow paths and spatial heterogeneity of stream inflows in a small multibasin lake. Limnology and Oceanography 54: 2041–2057.

    Google Scholar 

  • Rueda, F. J. & S. G. Schladow, 2003. Dynamics of a large poly-mictic lake. II—numerical simulations. Journal of Hydraulic Engineering. 129: 92–101.

    Google Scholar 

  • Sadro, S., J. M. Melack & S. MacIntyre, 2011. Depth-integrated estimates of ecosystem metabolism in a high-elevation lake (Emerald Lake, Sierra Nevada, California). Limnology and Oceanography 56: 1764–1780.

    Article  Google Scholar 

  • Saker, M. L. & D. J. Griffiths, 2000. The effect of temperature on growth and cylindrospermopsis content of seven isolates of Cylindrospermopsis raciborskii (Nostocales, Cyanophyceae) from water bodies in northern Australia. Phycologia 39: 349–354.

    Article  Google Scholar 

  • Shih, L. H., J. R. Koseff, G. N. Ivey & J. H. Ferziger, 2005. Parameterization of turbulent fluxes and scales using homogeneous sheared stably stratified turbulence simulations. Journal of Fluid Mechanics 525: 193–214.

    Article  Google Scholar 

  • Staehr, P. A., D. Bade, M. C. Van de Bogert, G. R. Koch, C. Williamson, P. Hanson, J. J. Cole & T. Kratz, 2010. Lake metabolism and the diel oxygen technique: state of the science. Limnology and Oceanography: Methods 8: 628–644.

    Article  CAS  Google Scholar 

  • Steefel, C. I., 2007. Geochemical kinetics and transport. In Brantley, S. L., J. D. Kubicki & A. F. White (eds), Kinetics of Water–Rock Interaction. Springer, New York: 545–589.

    Google Scholar 

  • Tsai, J. W., T. K. Kratz, P. C. Hanson, J. T. Wu, W. Y. B. Chang, P. W. Arzberger, B. S. Lin, F. P. Lin, H. M. Chou & C. Y. Chiu, 2008. Seasonal dynamics, typhoons and the regulation of lake metabolism in a subtropical humic lake. Freshwater Biology 53: 1929–1941.

    Article  CAS  Google Scholar 

  • Verburg, P. & J. P. Antenucci, 2010. Persistent unstable atmospheric boundary layer enhances sensible and latent heat loss in a tropical great lake: Lake Tanganyika. Journal of Geophysical Research-Atmospheres 115: D11109.

    Article  Google Scholar 

  • Verburg, P., J.P. Antenucci & R.E. Hecky, 2011. Differential cooling drives large convective circulation in Lake Tanganyika. Limnology and Oceanography. 56: 910–926.

    Google Scholar 

  • Wanninkhof, R., 1992. Relationship between wind speed and gas exchange over the ocean. Journal of Geophysical Research 97: 7373–7382.

    Article  Google Scholar 

  • Willmott, C. J., 1982. Some comments on the evaluation of model performance. Bulletin of the American Meteorological Society 63: 1309–1313.

    Article  Google Scholar 

  • Yvon-Durocher, G., J. I. Jones, M. Trimmer, G. Woodward & J. M. Montoya, 2010. Warming alters the metabolic balance of ecosystems. Philosophical Transactions of the Royal Society B 365: 2117–2126.

    Article  Google Scholar 

Download references

Acknowledgments

The assistance of Greg Attwater in the collection of the field data is gratefully acknowledged, as well as helpful comments from Clelia Marti and Ryan Alexander. This work was funded by the Public Utilities Board of Singapore project ‘Establishment of a Real Time Control, Alarm and Management System for Marina Bay’. This forms Centre for Water Research reference 2379.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jason P. Antenucci.

Additional information

Handling editor: Boping Han

Rights and permissions

Reprints and permissions

About this article

Cite this article

Antenucci, J.P., Tan, K.M., Eikaas, H.S. et al. The importance of transport processes and spatial gradients on in situ estimates of lake metabolism. Hydrobiologia 700, 9–21 (2013). https://doi.org/10.1007/s10750-012-1212-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10750-012-1212-z

Keywords

Navigation