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Volumn 61, Issue , 2014, Pages 380-392

Model ensemble for the simulation of plankton community dynamics of Lake Kinneret (Israel) induced from in situ predictor variables by evolutionary computation

Author keywords

Ecological thresholds; Forecasting; Hybrid evolutionary algorithm HEA; In situ predictor variables; Lake Kinneret; Model ensemble; Model operationality; Plankton community dynamics; Sensitivity analysis

Indexed keywords

DISSOLVED OXYGEN; DYNAMICS; ECOLOGY; EVOLUTIONARY ALGORITHMS; FORECASTING; PLANKTON; SENSITIVITY ANALYSIS;

EID: 84908083973     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2014.03.014     Document Type: Article
Times cited : (16)

References (32)
  • 2
    • 24044498646 scopus 로고    scopus 로고
    • Eutrophication model for Lake Washington (USA) Part I. Model description and sensitivity analysis
    • Arhonditsis G.B., Brett M.T. Eutrophication model for Lake Washington (USA) Part I. Model description and sensitivity analysis. Ecol. Model. 2005, 187:140-178.
    • (2005) Ecol. Model. , vol.187 , pp. 140-178
    • Arhonditsis, G.B.1    Brett, M.T.2
  • 3
    • 0345830670 scopus 로고    scopus 로고
    • Protists decrease in size linearly with temperature: ca. 2.5% °C
    • Atkinson D., Ciotti B.J., Montagnes D.J.S. Protists decrease in size linearly with temperature: ca. 2.5% °C. Proc. Royal Soc. Lond. 2003, 270:2605-2611.
    • (2003) Proc. Royal Soc. Lond. , vol.270 , pp. 2605-2611
    • Atkinson, D.1    Ciotti, B.J.2    Montagnes, D.J.S.3
  • 5
    • 0028189909 scopus 로고
    • 2 availability, carbon anhydrase, and the annual dinoflagellate bloom in Lake Kinneret
    • 2 availability, carbon anhydrase, and the annual dinoflagellate bloom in Lake Kinneret. Limnol. Oceanogr. 1994, 39(8):1822-1834.
    • (1994) Limnol. Oceanogr. , vol.39 , Issue.8 , pp. 1822-1834
    • Berman-Frank, I.1    Zohary, T.2    Erez, J.3    Dubinsky, Z.4
  • 6
    • 0020376319 scopus 로고
    • Problems of application of the ecological model SALMO to lakes and reservoirs having various trophic states
    • Benndorf J., Recknagel F. Problems of application of the ecological model SALMO to lakes and reservoirs having various trophic states. Ecol. Model. 1982, 17:129-145.
    • (1982) Ecol. Model. , vol.17 , pp. 129-145
    • Benndorf, J.1    Recknagel, F.2
  • 8
    • 84877100275 scopus 로고    scopus 로고
    • Enhanced functionality of the redesigned hybrid evolutionary algorithm HEA demonstrated by predictive modelling of algal growth in the Wivenhoe Reservoir, Queensland (Australia)
    • Cao H., Recknagel F., Orr P. Enhanced functionality of the redesigned hybrid evolutionary algorithm HEA demonstrated by predictive modelling of algal growth in the Wivenhoe Reservoir, Queensland (Australia). Ecol. Model. 2013, 252:32-43.
    • (2013) Ecol. Model. , vol.252 , pp. 32-43
    • Cao, H.1    Recknagel, F.2    Orr, P.3
  • 9
    • 84908101615 scopus 로고    scopus 로고
    • Parameter optimization algorithms for evolving rule models applied to freshwater ecosystems
    • in press
    • Cao H., Recknagel F. and Orr P., Parameter optimization algorithms for evolving rule models applied to freshwater ecosystems, IEEE Trans. Evol. Comput. (in press).
    • IEEE Trans. Evol. Comput
    • Cao, H.1    Recknagel, F.2    Orr, P.3
  • 10
    • 84879667723 scopus 로고    scopus 로고
    • Hybridisation of process-based ecosystem models with evolutionary algorithms: multi-objective optimisation of process and parameter representations of the lake simulation library SALMO-OO
    • WIT Press Southampton, Boston, S.E. Jorgensen, T.-S. Chon, F. Recknagel (Eds.)
    • Cao H., Recknagel F. Hybridisation of process-based ecosystem models with evolutionary algorithms: multi-objective optimisation of process and parameter representations of the lake simulation library SALMO-OO. 2009. Handbook of Ecological Modelling and Informatics 2009, 169-185. WIT Press Southampton, Boston. S.E. Jorgensen, T.-S. Chon, F. Recknagel (Eds.).
    • (2009) 2009. Handbook of Ecological Modelling and Informatics , pp. 169-185
    • Cao, H.1    Recknagel, F.2
  • 11
    • 34247120229 scopus 로고    scopus 로고
    • Elucidation and short-term forecasting of microcystin concentrations in Lake Suwa (Japan) by means of artificial neural networks and evolutionary algorithms
    • Chan W.S., Recknagel F., Cao H., Park H.-D. Elucidation and short-term forecasting of microcystin concentrations in Lake Suwa (Japan) by means of artificial neural networks and evolutionary algorithms. Water Res. 2007, 41:2247-2255.
    • (2007) Water Res. , vol.41 , pp. 2247-2255
    • Chan, W.S.1    Recknagel, F.2    Cao, H.3    Park, H.-D.4
  • 12
    • 84908101568 scopus 로고    scopus 로고
    • COST NETLAKE. https://www.dkit.ie/netlake/action-details.
  • 13
    • 66149172039 scopus 로고    scopus 로고
    • Implementation of ecological modelling as an effective management and investigation tool
    • Gal G., Hipsey M.R., Parparov A., Wagner U., Makler V., Zohary T. Implementation of ecological modelling as an effective management and investigation tool. Ecol. Model. 2009, 220:1697-1718.
    • (2009) Ecol. Model. , vol.220 , pp. 1697-1718
    • Gal, G.1    Hipsey, M.R.2    Parparov, A.3    Wagner, U.4    Makler, V.5    Zohary, T.6
  • 14
    • 84908101566 scopus 로고    scopus 로고
    • GLEON. http://www.gleon.org/.
  • 15
    • 0141807771 scopus 로고
    • Zooplankton distribution in Lake Kinneret (Israel)
    • Gophen M. Zooplankton distribution in Lake Kinneret (Israel). Isr. J. Zool. 1972, 21:17-27.
    • (1972) Isr. J. Zool. , vol.21 , pp. 17-27
    • Gophen, M.1
  • 16
    • 0030620394 scopus 로고    scopus 로고
    • Prediction of water quality in lakes and reservoirs. Part 1 - model description
    • Hamilton D.P., Schladow S.G. Prediction of water quality in lakes and reservoirs. Part 1 - model description. Ecol. Model. 1997, 96(1-3):91-110.
    • (1997) Ecol. Model. , vol.96 , Issue.1-3 , pp. 91-110
    • Hamilton, D.P.1    Schladow, S.G.2
  • 17
    • 34147155193 scopus 로고    scopus 로고
    • Predictive function and rules for population dynamics of Microcystis aeruginosa in the regulated Nakdong River (South Korea), discovered by evolutionary algorithms
    • Kim D.-K., Cao H., Jeong K.-S., Recknagel F., Joo G.-J. Predictive function and rules for population dynamics of Microcystis aeruginosa in the regulated Nakdong River (South Korea), discovered by evolutionary algorithms. Ecol. Model. 2007, 203:147-156.
    • (2007) Ecol. Model. , vol.203 , pp. 147-156
    • Kim, D.-K.1    Cao, H.2    Jeong, K.-S.3    Recknagel, F.4    Joo, G.-J.5
  • 19
    • 40649096843 scopus 로고    scopus 로고
    • Three-dimensional eutrophication model and application to Taihu Lake, China
    • Mao J., Chen Q., Chen Y. Three-dimensional eutrophication model and application to Taihu Lake, China. J.Environ. Sci. 2008, 20:278-284.
    • (2008) J.Environ. Sci. , vol.20 , pp. 278-284
    • Mao, J.1    Chen, Q.2    Chen, Y.3
  • 20
    • 79960740945 scopus 로고    scopus 로고
    • Long-term impacts of draining a watershed wetland on a downstream lake, Lake Kinneret, Israel
    • Nishri A. Long-term impacts of draining a watershed wetland on a downstream lake, Lake Kinneret, Israel. Air, Soil. Water Res. 2011, 4:57-70.
    • (2011) Air, Soil. Water Res. , vol.4 , pp. 57-70
    • Nishri, A.1
  • 21
    • 0016094534 scopus 로고
    • Ageneralised model for simulating lake ecosystems
    • Park R.A., et al. Ageneralised model for simulating lake ecosystems. Simulation 1974, 33-50.
    • (1974) Simulation , pp. 33-50
    • Park, R.A.1
  • 22
    • 0344122410 scopus 로고
    • Simulation of an aquatic ecosystem
    • Parker R.A. Simulation of an aquatic ecosystem. Biometrics 1968, 24(4):803-821.
    • (1968) Biometrics , vol.24 , Issue.4 , pp. 803-821
    • Parker, R.A.1
  • 23
    • 0346591063 scopus 로고    scopus 로고
    • Comparative application of artificial neural networks and genetic algorithms for multivariate time-series modelling of algal blooms in freshwater lakes
    • Recknagel F., Bobbin J., Wilson H., Whigham P. Comparative application of artificial neural networks and genetic algorithms for multivariate time-series modelling of algal blooms in freshwater lakes. J.Hydroinform. 2002, 4(2):125-133.
    • (2002) J.Hydroinform. , vol.4 , Issue.2 , pp. 125-133
    • Recknagel, F.1    Bobbin, J.2    Wilson, H.3    Whigham, P.4
  • 24
    • 44649104701 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., Takamura N. Adaptive agents for forecasting seasonal outbreaks of blue-green algal populations in lakes categorised by circulation type and trophic state. Verh. Intern. Ver. Limnol. 2008, 30(2):191-197.
    • (2008) Verh. Intern. Ver. Limnol. , vol.30 , Issue.2 , pp. 191-197
    • Recknagel, F.1    Cao, H.2    van Ginkel, C.3    van der Molen, D.4    Park, H.5    Takamura, N.6
  • 25
    • 44449102048 scopus 로고    scopus 로고
    • Process-based simulation library SALMO-OO for lake ecosystems. Part 1: object-oriented implementation and validation
    • Recknagel F., Cetin L., Zhang B. Process-based simulation library SALMO-OO for lake ecosystems. Part 1: object-oriented implementation and validation. Ecol. Inform. 2008, 3:170-180.
    • (2008) Ecol. Inform. , vol.3 , pp. 170-180
    • Recknagel, F.1    Cetin, L.2    Zhang, B.3
  • 26
    • 84875262649 scopus 로고    scopus 로고
    • Ecological relationships, thresholds and time-lags determining phytoplankton community dynamics of Lake Kinneret, Israel elucidated by evolutionary computation and wavelets
    • Recknagel F., Ostrovsky I., Cao H., Zohary T., Zhang X. Ecological relationships, thresholds and time-lags determining phytoplankton community dynamics of Lake Kinneret, Israel elucidated by evolutionary computation and wavelets. Ecol. Model. 2013, 225:70-86.
    • (2013) Ecol. Model. , vol.225 , pp. 70-86
    • Recknagel, F.1    Ostrovsky, I.2    Cao, H.3    Zohary, T.4    Zhang, X.5
  • 27
    • 84890020740 scopus 로고    scopus 로고
    • Inductive reasoning and forecasting of population dynamics of Cylindrospermopsis raciborskii in three sub-tropical reservoirs by evolutionary computation
    • Recknagel F., Orr P., Cao H. Inductive reasoning and forecasting of population dynamics of Cylindrospermopsis raciborskii in three sub-tropical reservoirs by evolutionary computation. Harmful Algae 2014, 31:26-34.
    • (2014) Harmful Algae , vol.31 , pp. 26-34
    • Recknagel, F.1    Orr, P.2    Cao, H.3
  • 28
    • 79956339779 scopus 로고    scopus 로고
    • Mechanisms of long-term variations of the thermal structure in a warm lake
    • Rimmer A., Gal G., Opher T., Lechinsky Y., Yacobi Y.Z. Mechanisms of long-term variations of the thermal structure in a warm lake. Limnol. Oceanogr. 2011, 56:974-988.
    • (2011) Limnol. Oceanogr. , vol.56 , pp. 974-988
    • Rimmer, A.1    Gal, G.2    Opher, T.3    Lechinsky, Y.4    Yacobi, Y.Z.5
  • 29
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution--a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R., Price K. Differential evolution--a simple and efficient heuristic for global optimization over continuous spaces. J.Global Optim. 1997, 11:341-359.
    • (1997) J.Global Optim. , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 30
    • 0002389815 scopus 로고
    • Advances in defining critical loading levels for phosphorus in lake eutrophication
    • Vollenweider R. Advances in defining critical loading levels for phosphorus in lake eutrophication. Mem. Ist. Ital. Idrobiol. 1976, 33:53-83.
    • (1976) Mem. Ist. Ital. Idrobiol. , vol.33 , pp. 53-83
    • Vollenweider, R.1
  • 32
    • 4744368361 scopus 로고    scopus 로고
    • Changes to the phytoplankton assemblage of Lake Kinneret after decades of predictable repetitive pattern
    • Zohary T. Changes to the phytoplankton assemblage of Lake Kinneret after decades of predictable repetitive pattern. Freshw. Biol. 2004, 49:1355-1371.
    • (2004) Freshw. Biol. , vol.49 , pp. 1355-1371
    • Zohary, T.1


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