Unravelling and forecasting algal population dynamics in two lakes different in morphometry and eutrophication by neural and evolutionary computation
Unravelling and forecasting algal population dynamics in two lakes different in morphometry and eutrophication by neural and evolutionary computation
F. Recknagel,H. Cao,2 Authors,A. Welk
2006 · DOI: 10.1016/j.ecoinf.2006.02.004
Ecological Informatics · 54 Citations
TLDR
Results demonstrate the potential that recurrent supervised ANN and EA facilitate 1-week-ahead forecasting of outbreaks of harmful algae or water quality changes, and non-supervised ANN provide clusters to unravel ecological relationships regarding seasons, water quality ranges and long-term environmental changes.