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Volumn 105, Issue 2-3, 1998, Pages 257-272

Use of artificial neural networks for modelling cyanobacteria Anabaena spp. in the River Murray, South Australia

Author keywords

Anabaena; Artificial neural networks; Cyanobacteria; Forecasting; Rivers; Water quality management

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CYANOBACTERIA; MODELLING; POPULATION GROWTH;

EID: 0031933254     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3800(97)00161-0     Document Type: Article
Times cited : (148)

References (46)
  • 3
    • 0028581211 scopus 로고
    • Toxicity associated with commonly occurring cyanobacteria in surface waters of the Murray-Darling Basin, Australia
    • Baker P.D., Humpage A.R. Toxicity associated with commonly occurring cyanobacteria in surface waters of the Murray-Darling Basin, Australia. Aust. J. Mar. Freshwater Res. 45:1994;773-786.
    • (1994) Aust. J. Mar. Freshwater Res. , vol.45 , pp. 773-786
    • Baker, P.D.1    Humpage, A.R.2
  • 4
    • 0027960295 scopus 로고
    • Cyanobacterial toxins and human health
    • Bell S.G., Codd G.A. Cyanobacterial toxins and human health. Rev. Med. Microbiol. 5(4):1994;256-264.
    • (1994) Rev. Med. Microbiol. , vol.5 , Issue.4 , pp. 256-264
    • Bell, S.G.1    Codd, G.A.2
  • 5
    • 0002934246 scopus 로고
    • Iron chelation and uptake
    • In: Fay, P., Van Baalen, C. (Eds.) Elsevier, Amsterdam
    • Boyer, G.L., Gillam, A.H., Trick, C., 1987. Iron chelation and uptake. In: Fay, P., Van Baalen, C. (Eds.), The Cyanobacteria. Elsevier, Amsterdam, pp. 415-436.
    • (1987) The Cyanobacteria , pp. 415-436
    • Boyer, G.L.1    Gillam, A.H.2    Trick, C.3
  • 6
    • 0003016702 scopus 로고
    • Critical flow and blooms of the cyanobacterium Anabaena circinalis in the River Murray, South Australia
    • Canberra, 25-26 August, AWWA, Sydney
    • Burch, M.D., Baker, P.D., Steffensen, D.A., Bursill, D.B., Bain, D.B., Ganf, G.G., Brookes, J.D., 1994. Critical flow and blooms of the cyanobacterium Anabaena circinalis in the River Murray, South Australia. Proc. Environmental Flows Seminar, Canberra, 25-26 August, AWWA, Sydney, pp. 44-51.
    • (1994) Proc. Environmental Flows Seminar , pp. 44-51
    • Burch, M.D.1    Baker, P.D.2    Steffensen, D.A.3    Bursill, D.B.4    Bain, D.B.5    Ganf, G.G.6    Brookes, J.D.7
  • 7
    • 0025791270 scopus 로고
    • Introduction to artificial neural systems for pattern recognition
    • Burke L.I. Introduction to artificial neural systems for pattern recognition. Comput. Oper. Res. 18(2):1991;211-220.
    • (1991) Comput. Oper. Res. , vol.18 , Issue.2 , pp. 211-220
    • Burke, L.I.1
  • 8
    • 0026852344 scopus 로고
    • Neural networks and operations research: An overview
    • Burke L.I., Ignizio J.P. Neural networks and operations research: an overview. Comput. Oper. Res. 19(3/4):1992;179-189.
    • (1992) Comput. Oper. Res. , vol.19 , Issue.3-4 , pp. 179-189
    • Burke, L.I.1    Ignizio, J.P.2
  • 9
    • 0029416317 scopus 로고
    • Cyanobacterial toxins: Occurrence, properties and biological significance
    • Codd G.A. Cyanobacterial toxins: occurrence, properties and biological significance. Water Sci. Technol. 32(4):1995;149-156.
    • (1995) Water Sci. Technol. , vol.32 , Issue.4 , pp. 149-156
    • Codd, G.A.1
  • 10
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • Cybenko G. Approximation by superpositions of a sigmoidal function. Math. Control Signals Syst. 2:1989;303-314.
    • (1989) Math. Control Signals Syst. , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 11
    • 84983849950 scopus 로고
    • The phosphorus-chlorophyll relationship in lakes
    • Dillon P.J., Rigler F.H. The phosphorus-chlorophyll relationship in lakes. Limnol. Oceanogr. 19:1974;767-773.
    • (1974) Limnol. Oceanogr. , vol.19 , pp. 767-773
    • Dillon, P.J.1    Rigler, F.H.2
  • 12
    • 0001882312 scopus 로고
    • Health problems from exposure to cyanobacteria and proposed safety guidelines for drinking and recreational water
    • In: Codd, G.A., Jefferies, T.M., Keevil, C.W., Potter, E. (Eds.) The Royal Society of Chemistry, Cambridge
    • Falconer, I.R., 1994. Health problems from exposure to cyanobacteria and proposed safety guidelines for drinking and recreational water. In: Codd, G.A., Jefferies, T.M., Keevil, C.W., Potter, E. (Eds.), Detection Methods for Cyanobacterial Toxins. The Royal Society of Chemistry, Cambridge, pp. 3-10.
    • (1994) Detection Methods for Cyanobacterial Toxins , pp. 3-10
    • Falconer, I.R.1
  • 13
    • 0028602193 scopus 로고
    • Modelling of algal blooms in freshwaters using artificial neural networks
    • In: Zanetti, P. (Ed.) Computational Mechanics Publications, Boston
    • French, M., Recknagel, F., 1994. Modelling of algal blooms in freshwaters using artificial neural networks. In: Zanetti, P. (Ed.), Computer Techniques in Environmental Studies V, vol.II: environmental systems. Computational Mechanics Publications, Boston, pp. 87-94.
    • (1994) Computer Techniques in Environmental Studies V, Vol.ii: Environmental Systems , pp. 87-94
    • French, M.1    Recknagel, F.2
  • 15
    • 0003924234 scopus 로고
    • Nutrient loadings and algal blooms in Australian waters - A discussion paper
    • Land and Water Resources Research and Development Corporation, Canberra
    • Harris, G.P., 1994. Nutrient loadings and algal blooms in Australian waters - a discussion paper. LWRRDC Occasional Paper No. 12/94. Land and Water Resources Research and Development Corporation, Canberra.
    • (1994) LWRRDC Occasional Paper No. 12/94
    • Harris, G.P.1
  • 16
    • 0000696157 scopus 로고
    • Phosphate
    • In: Carr, N.G., Whitton, B.A. (Eds.) Blackwell, Oxford
    • Healey, F.P., 1982. Phosphate. In: Carr, N.G., Whitton, B.A. (Eds.), The Biology of Cyanobacteria, Botanical Monographs, vol. 19. Blackwell, Oxford, pp. 105-124.
    • (1982) The Biology of Cyanobacteria, Botanical Monographs , vol.19 , pp. 105-124
    • Healey, F.P.1
  • 17
    • 0023566098 scopus 로고
    • Kolmogorov's mapping neural network existence theorem
    • San Diego, CA, 21-24 June
    • Hecht-Nielsen, R., 1987. Kolmogorov's mapping neural network existence theorem. Proc. 1st IEEE Int. Joint Conf. on Neural Networks, San Diego, CA, 21-24 June, pp. III11-III14.
    • (1987) Proc. 1st IEEE Int. Joint Conf. on Neural Networks
    • Hecht-Nielsen, R.1
  • 18
    • 0022112280 scopus 로고
    • Time series analysis in perspective
    • Hipel K.W. Time series analysis in perspective. Water Resour. Bull. 21(4):1985;609-624.
    • (1985) Water Resour. Bull. , vol.21 , Issue.4 , pp. 609-624
    • Hipel, K.W.1
  • 19
    • 0023556753 scopus 로고
    • Macronutrient controls on nitrogen fixation in planktonic cyanobacterial populations
    • Horne A.J., Commins M.L. Macronutrient controls on nitrogen fixation in planktonic cyanobacterial populations. N. Z. J. Mar. Freshwater Res. 21:1987;413-423.
    • (1987) N. Z. J. Mar. Freshwater Res. , vol.21 , pp. 413-423
    • Horne, A.J.1    Commins, M.L.2
  • 20
    • 0016992951 scopus 로고
    • Prediction of phosphorus and chlorophyll levels in lakes
    • Jones J.R., Bachmann R.W. Prediction of phosphorus and chlorophyll levels in lakes. J. Water Pollut. Control Fed. 48:1976;2176-2182.
    • (1976) J. Water Pollut. Control Fed. , vol.48 , pp. 2176-2182
    • Jones, J.R.1    Bachmann, R.W.2
  • 21
    • 0004615181 scopus 로고
    • A eutrophication model for a lake
    • Jørgensen S.E. A eutrophication model for a lake. Ecol. Model. 2:1976;147-163.
    • (1976) Ecol. Model. , vol.2 , pp. 147-163
    • Jørgensen, S.E.1
  • 23
    • 0003591531 scopus 로고
    • Research Report No. R131. Department of Civil and Environmental Engineering, The University of Adelaide, Adelaide, 94 pp
    • Maier, H.R., 1995a. A review of artificial neural networks. Research Report No. R131. Department of Civil and Environmental Engineering, The University of Adelaide, Adelaide, 94 pp.
    • (1995) A Review of Artificial Neural Networks
    • Maier, H.R.1
  • 28
    • 0029663621 scopus 로고    scopus 로고
    • The use of artificial neural networks for the prediction of water quality parameters
    • Maier H.R., Dandy G.C. The use of artificial neural networks for the prediction of water quality parameters. Water Resour. Res. 32(4):1996;1013-1022.
    • (1996) Water Resour. Res. , vol.32 , Issue.4 , pp. 1013-1022
    • Maier, H.R.1    Dandy, G.C.2
  • 29
    • 0030405597 scopus 로고    scopus 로고
    • Neural network models for forecasting univariate time series
    • Maier H.R., Dandy G.C. Neural network models for forecasting univariate time series. Neural Netw. World. 5(96):1996;747-771.
    • (1996) Neural Netw. World , vol.5 , Issue.96 , pp. 747-771
    • Maier, H.R.1    Dandy, G.C.2
  • 30
    • 0031222587 scopus 로고    scopus 로고
    • Determining inputs for neural network models of multivariate time series
    • Maier H.R., Dandy G.C. Determining inputs for neural network models of multivariate time series. Microcomput. Civil Eng. 12:1997;353-368.
    • (1997) Microcomput. Civil Eng. , vol.12 , pp. 353-368
    • Maier, H.R.1    Dandy, G.C.2
  • 32
    • 0003434474 scopus 로고
    • Murray-Darling Basin Ministerial Council Murray-Darling Basin Commission, Canberra
    • Murray-Darling Basin Ministerial Council, 1994. Algal Management Strategy for the Murray-Darling Basin. Murray-Darling Basin Commission, Canberra.
    • (1994) Algal Management Strategy for the Murray-Darling Basin
  • 34
    • 0344051118 scopus 로고
    • Impact of rainfall on turbidity and suspended sediment load at five sites on the Murray River between Albury and Swan Hill and possible relationships to catchment attributes
    • Post, D.A., Jakeman, A.J., 1995. Impact of rainfall on turbidity and suspended sediment load at five sites on the Murray River between Albury and Swan Hill and possible relationships to catchment attributes. Proc. Int. Congr. on Modelling and Simulation (MODSIM 95), vol. 1, pp. 194-199.
    • (1995) Proc. Int. Congr. on Modelling and Simulation (MODSIM 95) , vol.1 , pp. 194-199
    • Post, D.A.1    Jakeman, A.J.2
  • 35
    • 0030619529 scopus 로고    scopus 로고
    • Artificial neural network approach for modelling and prediction of algal blooms
    • Recknagel F., French M., Harkonen P., Yabunaka K.-I. Artificial neural network approach for modelling and prediction of algal blooms. Ecol. Model. 96:1997;11-28.
    • (1997) Ecol. Model. , vol.96 , pp. 11-28
    • Recknagel, F.1    French, M.2    Harkonen, P.3    Yabunaka, K.-I.4
  • 36
    • 77956860309 scopus 로고
    • Cyanobacterial water blooms
    • In: Callow, J. (Ed.) Academic Press, London
    • Reynolds, C.S., 1987. Cyanobacterial water blooms. In: Callow, J. (Ed.), Advances in Botanical Research, vol. 13. Academic Press, London, pp. 67-143.
    • (1987) Advances in Botanical Research , vol.13 , pp. 67-143
    • Reynolds, C.S.1
  • 37
    • 0028174533 scopus 로고
    • Optimisation of groundwater remediation using artificial neural networks with parallel solute transport modeling
    • Rogers L.L., Dowla F.U. Optimisation of groundwater remediation using artificial neural networks with parallel solute transport modeling. Water Resour. Res. 30(2):1994;457-481.
    • (1994) Water Resour. Res. , vol.30 , Issue.2 , pp. 457-481
    • Rogers, L.L.1    Dowla, F.U.2
  • 38
    • 0023557953 scopus 로고
    • Micronutrient effects on cyanobacterial growth and physiology
    • Rueter J.G., Petersen R.R. Micronutrient effects on cyanobacterial growth and physiology. N. Z. J. Mar. Freshwater Res. 21:1987;435-445.
    • (1987) N. Z. J. Mar. Freshwater Res. , vol.21 , pp. 435-445
    • Rueter, J.G.1    Petersen, R.R.2
  • 39
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • In: Rumelhart, D.E., McClelland, J.L. (Eds.) Ch. 8. MIT Press, Cambridge, MA
    • Rumelhart, D.E., Hinton, G.E., Williams, R.J., 1986. Learning internal representations by error propagation. In: Rumelhart, D.E., McClelland, J.L. (Eds.), Parallel Distributed Processing, vol.1, Ch. 8. MIT Press, Cambridge, MA.
    • (1986) Parallel Distributed Processing , vol.1
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 40
    • 0022077586 scopus 로고
    • Predictive models for the biomass of blue-green algae in lakes
    • Smith V.H. Predictive models for the biomass of blue-green algae in lakes. Water Resour. Bull. 21(3):1985;433-439.
    • (1985) Water Resour. Bull. , vol.21 , Issue.3 , pp. 433-439
    • Smith, V.H.1
  • 41
    • 84978549407 scopus 로고
    • Predicting the Summer peak biomass of four species of blue-green algae (cyanophyta/cyanobacteria) in Swedish lakes
    • Smith V.H., Willen B., Karlsson B. Predicting the Summer peak biomass of four species of blue-green algae (cyanophyta/cyanobacteria) in Swedish lakes. Water Resour. Bull. 23(3):1987;397-402.
    • (1987) Water Resour. Bull. , vol.23 , Issue.3 , pp. 397-402
    • Smith, V.H.1    Willen, B.2    Karlsson, B.3
  • 42
    • 0003873695 scopus 로고
    • Phytoplankton of the River Murray, 1980-85
    • Murray-Darling Basin Commission, Canberra
    • Sullivan, C., Saunders, J., Welsh, D., 1988. Phytoplankton of the River Murray, 1980-85. Water Quality Report No. 2. Murray-Darling Basin Commission, Canberra.
    • (1988) Water Quality Report No. 2
    • Sullivan, C.1    Saunders, J.2    Welsh, D.3
  • 43
    • 0026258339 scopus 로고
    • Time series forecasting using neural networks vs Box-Jenkins methodology
    • Tang Z., deAlmeida C., Fishwick P.A. Time series forecasting using neural networks vs Box-Jenkins methodology. Simulation. 57(5):1991;303-310.
    • (1991) Simulation , vol.57 , Issue.5 , pp. 303-310
    • Tang, Z.1    Dealmeida, C.2    Fishwick, P.A.3
  • 44
    • 0026286546 scopus 로고
    • Associations between lake phytoplankton community and growth factors - A canonical correlation analysis
    • Varis O. Associations between lake phytoplankton community and growth factors - a canonical correlation analysis. Hydrobiologia. 210:1991;209-216.
    • (1991) Hydrobiologia , vol.210 , pp. 209-216
    • Varis, O.1
  • 45
    • 0027331424 scopus 로고
    • Cyanobacteria dynamics in a restored Finnish lake: A long term simulation study
    • Varis O. Cyanobacteria dynamics in a restored Finnish lake: a long term simulation study. Hydrobiologia. 268:1993;129-145.
    • (1993) Hydrobiologia , vol.268 , pp. 129-145
    • Varis, O.1
  • 46
    • 0002389815 scopus 로고
    • Advances in defining critical loading levels for phosphorus in lake eutrophication
    • Vollenweider R.A. Advances in defining critical loading levels for phosphorus in lake eutrophication. Mem. Ist. Ital. Idrobiol. 33:1976;53-83.
    • (1976) Mem. Ist. Ital. Idrobiol. , vol.33 , pp. 53-83
    • Vollenweider, R.A.1


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