메뉴 건너뛰기




Volumn 3, Issue 1, 2008, Pages 46-54

Rule-based agents for forecasting algal population dynamics in freshwater lakes discovered by hybrid evolutionary algorithms

Author keywords

Chlorophyll a; Forecasting; Generic rules; Hybrid evolutionary algorithm; k fold cross validation; Lake categories; Microcystis; Oscillatoria; Rule based agents

Indexed keywords

ALGORITHM; CHLOROPHYLL A; CYANOBACTERIUM; FORECASTING METHOD; LACUSTRINE ENVIRONMENT; MEASUREMENT METHOD; POPULATION DYNAMICS; TIME SERIES; WATER QUALITY;

EID: 40949148197     PISSN: 15749541     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecoinf.2007.12.002     Document Type: Article
Times cited : (14)

References (17)
  • 3
    • 33646824931 scopus 로고    scopus 로고
    • 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.
    • Recknagel F. (Ed), Springer-Verlag Berlin, Heidelberg,New York
    • Cao H., Recknagel F., Welk A., Kim B., and Takamura N. 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: Recknagel F. (Ed). Ecological Informatics. 2nd edition (2006), Springer-Verlag Berlin, Heidelberg,New York 330-342
    • (2006) Ecological Informatics. 2nd edition , pp. 330-342
    • Cao, H.1    Recknagel, F.2    Welk, A.3    Kim, B.4    Takamura, N.5
  • 6
    • 0027043848 scopus 로고
    • The influence of flushing on nutrient dynamics, composition and densities of algae and transparency in Veluwemeer The Netherlands
    • Restoration and Recovery of Shallow Lake Ecosystems in The Netherlands. Van Liere L., and Gulati R.D. (Eds)
    • Jagtman E., van der Molen D.T., and Vermij S. The influence of flushing on nutrient dynamics, composition and densities of algae and transparency in Veluwemeer The Netherlands. In: Van Liere L., and Gulati R.D. (Eds). Restoration and Recovery of Shallow Lake Ecosystems in The Netherlands. Hydrobiologia vol. 233 (1992) 187-196
    • (1992) Hydrobiologia , vol.233 , pp. 187-196
    • Jagtman, E.1    van der Molen, D.T.2    Vermij, S.3
  • 10
    • 6744231762 scopus 로고    scopus 로고
    • Effects of biomanipulation in the large and shallow Lake Wolderwijd, The Netherlands
    • Meijer M.-L., and Hosper H. Effects of biomanipulation in the large and shallow Lake Wolderwijd, The Netherlands. Hydrobiologia 342/343 (1997) 335-349
    • (1997) Hydrobiologia , vol.342-343 , pp. 335-349
    • Meijer, M.-L.1    Hosper, H.2
  • 12
    • 0031973956 scopus 로고    scopus 로고
    • Temporal variabilities of the concentrations of intra-and extracellular microcystin and toxic Microcystis species in a hypertrophic lake, Lake Suwa, Japan (1991-1994)
    • Park H.-D., Iwami C., Watanabe M.F., Harada K., Okino T., and Hayashi H. Temporal variabilities of the concentrations of intra-and extracellular microcystin and toxic Microcystis species in a hypertrophic lake, Lake Suwa, Japan (1991-1994). Environmental Toxicology and Water Quality 13 (1998) 61-72
    • (1998) Environmental Toxicology and Water Quality , vol.13 , pp. 61-72
    • Park, H.-D.1    Iwami, C.2    Watanabe, M.F.3    Harada, K.4    Okino, T.5    Hayashi, H.6
  • 13
    • 0347567378 scopus 로고    scopus 로고
    • Simulation of food web and species interactions by adaptive agents embodied with evolutionary computation: a conceptual framework
    • Recknagel F. Simulation of food web and species interactions by adaptive agents embodied with evolutionary computation: a conceptual framework. Ecological Modelling 170 (2003) 291-302
    • (2003) Ecological Modelling , vol.170 , pp. 291-302
    • Recknagel, F.1
  • 14
    • 40949158745 scopus 로고    scopus 로고
    • Adaptive agents for forecasting seasonal outbreaks of blue-green algal populations in lakes categorised by circulation type and trophic state
    • Recknagel F., Cao H., van Ginkel C., van der Molen D., Park H., and Takamura N. Adaptive agents for forecasting seasonal outbreaks of blue-green algal populations in lakes categorised by circulation type and trophic state. Verh. Internat. Verein. Limnol. 30 2 (2008) 105-111
    • (2008) Verh. Internat. Verein. Limnol. , vol.30 , Issue.2 , pp. 105-111
    • Recknagel, F.1    Cao, H.2    van Ginkel, C.3    van der Molen, D.4    Park, H.5    Takamura, N.6
  • 17
    • 0000347899 scopus 로고
    • Phytoplankton species shift accompanied by transition from nitrogen dependence to phosphorus dependence of primary production in Lake Kasumigaura, Japan
    • Takamura N., Otsuki A., Aizaki M., and Nojiri Y. Phytoplankton species shift accompanied by transition from nitrogen dependence to phosphorus dependence of primary production in Lake Kasumigaura, Japan. Archive Hydrobiol 124 (1992) 129-148
    • (1992) Archive Hydrobiol , vol.124 , pp. 129-148
    • Takamura, N.1    Otsuki, A.2    Aizaki, M.3    Nojiri, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.