Publication Cover
SIL Proceedings, 1922-2010
Internationale Vereinigung für Theoretische und Angewandte Limnologie: Verhandlungen
Volume 29, 2006 - Issue 3
10
Views
0
CrossRef citations to date
0
Altmetric
Original Articles

Unravelling and predicting ecosystem behaviours of Lake Soyang (South Korea) in response to seasonality and management by means of artificial neural networks

Pages 1497-1502 | Published online: 01 Dec 2017

References

  • Cao, H., Recknagel, F., Kim, B. & Takamura, N., 2006: Hybrid evolutionary algorithm for rule set discovery in time-series data to forecast and explain algal population dynamics in two lakes different in morphometry and eutrophication. — In: RKCKNAGEL, F. (Ed.): Ecological Informatics. Scope, Techniques and Applications: 347–367. Springer-Verlag. Berlin.
  • Heo, W.-M. & Kim, B., 1997: The change of N/P ratio with eutrophication and cyanobacterial blooms in Lake Soyang, Korea. — Verh. Internat. Verein. Limnol. 26: 491–495.
  • Jeong, K.-S., Recknagel, F. & Joo, G.-J., 2006: Prediction and elucidation of population dynamics of the blue-green algae Microcystis aeruginosa and the diatom Stephanocliscus hantzschii in the Nakdong River-Reservoir System (South Korea) by a recurrent artificial neural network. — In: Recknagel, F. (Ed.): Ecological Informatics. Scope, Techniques and Applications: 255–273. Springer-Verlag, Berlin.
  • Kim, B., Choi, K., Kim, C. & Lee, Y.-H., 2000: Effects of the summer monsoon on the distribution and loading of organic carbon in a deep reservoir, Lake Soyang, Korea. — Water Res. 34: 3495–3504.
  • Kim, B., 2002: Eutrophication of freshwater ecosystems in Korea, and the effect of monsoon. — In: Lee, D. (Ed): Ecology of Korea: 385–399. Bumwo Publ., Seoul.
  • Kohonen, T., 2001: Self-organisation maps. — Springer-Verlag, Berlin, 501 pp.
  • Pineda, F., 1987: Generalisation of backpropagation to recurrent neural networks. — Physiol. Rev. Lett. 59: 2229–2232.
  • Recknagel, F., 2001: Applications of machine learning to ecological modelling. — Ecol. Model. 146: 303–310.
  • Reynolds, C.S., 1984: The ecology of freshwater plankton. — Cambridge University press, Cambridge, 384 pp.
  • Shapiro, J., 1984: Blue-green algae dominance in lakes: the role and management significance of pH and CO2. — Internat. Rev. Gesamt. Hydrobiol. 69: 765–780.
  • Shapiro, J., 1990: Current beliefs regarding dominance by blue-greens: the case for the importance of CO2 and pH. — Verh. Internat. Verein. Limnol. 24: 38–54.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.