220
Fuzzy Statistical and Modeling Approach to Ecological Assessments
Friederichs, M.; Franzle, 0.; Salski, A. 1996. Fuzzy clustering of existing chemicals according to their ecotoxicological properties. Ecol. Modelling 85:27-40.
Hall, G. B.; Wang, F.; Subaryono, 1992. Comparison of
Boolean and fuzzy classification methods in land suitability analysis by using geographical information systems. Environ. Planning A 24:497-516.
Ichihashi, H.; Turksen, I. B. 1995. Neuro-fuzzy data
analysis and its future directions. In: Proceedings of
1995 IEEE International Conference Fuzzy Systems,
Yokohama, Japan, IEEE Press: 1919-1925.
Keesman, K.; van Straten, G. 1990. Set membership approach to identification and prediction of lake eutrophication. Water Resources Res. 26:2643-2652.
Khurgin, J. I.; Polyakov, V. V. 1986. Fuzzy approach to
the analysis of expert data. Systems Analysis Modeling Simulation 3:29-35.
Klir, G. J. 1991. Measures and principles of uncertainty
and information: recent developments. In: Atmanspacher, H.; Scheingraber, H. eds. Information dynamics. New York: Plenum Press: 1-14.
Klir, G. J.; Folger, T. 1988. Fuzzy sets, uncertainty, and
information. Upper Saddle River, NJ: Prentice Hall.
Kosko, B. 1993. Fuzzy thinking: the new science offuzzy
logic. New York: Hyperion.
Kuhn, T. S. 1996. Structure of scientific revolutions, 3rd
ed. Chicago and London: University of Chicago Press.
Kumar, S.; Goel, S. 1994. Fuzzy sets in urban design.
Int. J. Systems Sci. 25:1727-1741.
Leung, Y. 1985. Basic issues of fuzzy set theoretical spatial analysis. Papers of the Regional Sci. Assoc. 58:
35-46.
Levary, R R 1990. Systems dynamics with fuzzy logic.
Int. J. Systems Sci. 21:1701-1707.
Li, B.-L. 1986. Fuzzy decision model for optimal thresholds of biological control in cotton aphid. J. Fuzzy
Math. 6:35-40.
Li, B.-L., ed. 1996. Fuzzy modelling in ecology. Ecol.
Modelling 90:109-186.
Li, B.-L.; Yeung, A T. 1994. An adaptive fuzzy modeling framework for characterization of subsurface
contamination. In: Proceedings of 1994 1st Int. Joint
Conference of North American Fuzzy Information
Processing Society Biannual Conference, the Industrial Fuzzy Control and Intelligent Systems Conference, and NASA Joint Technology Workshop on
Neural Network and Fuzzy Logic, San Antonio, TX:
IEEE Press: 194-195.
Li, B.-L.; Zhou, C. 1987. Optimization model in wheat
white smut (Erysiphe garmins DC. f sp. tritici Marchal) control. J. Biomath. 2:154-156.
Lindsey, S. D.; Gunderson, R W.; Riley, J. P. 1992. Spatial distribution of point soil moisture estimates using
Landsat TM data and fuzzy-c classification. Water Resources Bull. 28:865-875.
McBratney, A B.; De Gruijter, J. 1.; Brus, D. 1. 1992.
Spacial prediction and mapping of continuous soil
classes. Geoderma 54:39-64.
Norton, S. B.; Rodier, D. J.; Gentile, J. H.; van der
Schalie, W. H.; Wood, W. P.; Slimak, M. W. 1992. A
framework for ecological risk assessment in the EPA
Environ. Toxicology Chemistry 11:1663-1672.
Odeh, I. O. A; McBratney, A B.; Chittleborough, D. J.
1992. Fuzzy-c-means and kriging for mapping soil as
a continuous system. Soil Sci. Soc. Am. J. 56: 18481854.
Owsinski,1. W.; Zadrozny, S. 1991. Ecological site classification: an application of clustering. Appl. Stochastic Models Data Analysis 7:273-279.
Prigogine, L. 1997. End of certainty: time, chaos, and
the new laws of nature. New York: Free Press.
Saint-Joan, D.; Desachy, J. 1995. A fuzzy expert system
for geographical problems: an agricultural application.
In: Proceedings of 1995 IEEE International Conference on Fuzzy Systems, Yokohama, Japan, IEEE Press:
469-476.
Salski, A; Franzle, 0.; Kandzia, P. eds. 1996. Fuzzy
logic in ecological modelling. Ecol. Modelling 85:
1-98.
Shannon, C. E. 1948. The mathematical theory of communication. Bell Systems Tech. J. 27:379-423, 623656.
Singer, D.; Singer, P. G. 1993. Fuzzy chemical kinetics:
an algorithmic approach. Int. J. Systems Sci. 24: 13631376.
Slowinski, Red. 1992. Intelligent decision support:
handbook of applications and advances of the rough
sets theory. Boston: Kluwer.
Sugeno, M.; Yasukawa, T. 1993. A fuzzy-logic-based
approach to qualitative modeling. IEEE Trans. Fuzzy
Systems 1:7-31.
Suter, G.; Barnthouse, L. 1993. Assessment concepts. In:
Suter, G.W. II, ed. Ecological risk assessment. Boca
Raton, FL: Lewis Publishers: 21-47.
Wang, L. 1994. Adaptivefuzzy systems and control. Upper Saddle River, NJ: Prentice Hall.
Wang, Z.; Klir, G. J. 1992. Fuzzy measure theory. New
York: Plenum Press.
William, T. 1992. Fuzzy logic is anything but fuzzy.
Computer Design 31:113-126.
Wu, H.; Li, B-L.; Stoker, R; Li, Y. 1996. A semi-arid
grazing ecosystem simulation model with probabilistic and fuzzy parameters. Ecol. Modelling 90: 147-160.
Zadeh, L. A 1965. Fuzzy sets. Information and Control
8(3):338-353.
Zhu, A; Band, L. E.; Dutton, B.; Nimlos, T. J. 1996. Automated soil inference under fuzzy logic. Ecol. Modelling 90:123-145.
Zimmerman, H.-J. 1991. Fuzzy set theory and its applications, 2nd ed. Boston: Kluwer.
Fuzzy Statistical and Modeling Approach to Ecological Assessments
Friederichs, M.; Franzle, 0.; Salski, A. 1996. Fuzzy clustering of existing chemicals according to their ecotoxicological properties. Ecol. Modelling 85:27-40.
Hall, G. B.; Wang, F.; Subaryono, 1992. Comparison of
Boolean and fuzzy classification methods in land suitability analysis by using geographical information systems. Environ. Planning A 24:497-516.
Ichihashi, H.; Turksen, I. B. 1995. Neuro-fuzzy data
analysis and its future directions. In: Proceedings of
1995 IEEE International Conference Fuzzy Systems,
Yokohama, Japan, IEEE Press: 1919-1925.
Keesman, K.; van Straten, G. 1990. Set membership approach to identification and prediction of lake eutrophication. Water Resources Res. 26:2643-2652.
Khurgin, J. I.; Polyakov, V. V. 1986. Fuzzy approach to
the analysis of expert data. Systems Analysis Modeling Simulation 3:29-35.
Klir, G. J. 1991. Measures and principles of uncertainty
and information: recent developments. In: Atmanspacher, H.; Scheingraber, H. eds. Information dynamics. New York: Plenum Press: 1-14.
Klir, G. J.; Folger, T. 1988. Fuzzy sets, uncertainty, and
information. Upper Saddle River, NJ: Prentice Hall.
Kosko, B. 1993. Fuzzy thinking: the new science offuzzy
logic. New York: Hyperion.
Kuhn, T. S. 1996. Structure of scientific revolutions, 3rd
ed. Chicago and London: University of Chicago Press.
Kumar, S.; Goel, S. 1994. Fuzzy sets in urban design.
Int. J. Systems Sci. 25:1727-1741.
Leung, Y. 1985. Basic issues of fuzzy set theoretical spatial analysis. Papers of the Regional Sci. Assoc. 58:
35-46.
Levary, R R 1990. Systems dynamics with fuzzy logic.
Int. J. Systems Sci. 21:1701-1707.
Li, B.-L. 1986. Fuzzy decision model for optimal thresholds of biological control in cotton aphid. J. Fuzzy
Math. 6:35-40.
Li, B.-L., ed. 1996. Fuzzy modelling in ecology. Ecol.
Modelling 90:109-186.
Li, B.-L.; Yeung, A T. 1994. An adaptive fuzzy modeling framework for characterization of subsurface
contamination. In: Proceedings of 1994 1st Int. Joint
Conference of North American Fuzzy Information
Processing Society Biannual Conference, the Industrial Fuzzy Control and Intelligent Systems Conference, and NASA Joint Technology Workshop on
Neural Network and Fuzzy Logic, San Antonio, TX:
IEEE Press: 194-195.
Li, B.-L.; Zhou, C. 1987. Optimization model in wheat
white smut (Erysiphe garmins DC. f sp. tritici Marchal) control. J. Biomath. 2:154-156.
Lindsey, S. D.; Gunderson, R W.; Riley, J. P. 1992. Spatial distribution of point soil moisture estimates using
Landsat TM data and fuzzy-c classification. Water Resources Bull. 28:865-875.
McBratney, A B.; De Gruijter, J. 1.; Brus, D. 1. 1992.
Spacial prediction and mapping of continuous soil
classes. Geoderma 54:39-64.
Norton, S. B.; Rodier, D. J.; Gentile, J. H.; van der
Schalie, W. H.; Wood, W. P.; Slimak, M. W. 1992. A
framework for ecological risk assessment in the EPA
Environ. Toxicology Chemistry 11:1663-1672.
Odeh, I. O. A; McBratney, A B.; Chittleborough, D. J.
1992. Fuzzy-c-means and kriging for mapping soil as
a continuous system. Soil Sci. Soc. Am. J. 56: 18481854.
Owsinski,1. W.; Zadrozny, S. 1991. Ecological site classification: an application of clustering. Appl. Stochastic Models Data Analysis 7:273-279.
Prigogine, L. 1997. End of certainty: time, chaos, and
the new laws of nature. New York: Free Press.
Saint-Joan, D.; Desachy, J. 1995. A fuzzy expert system
for geographical problems: an agricultural application.
In: Proceedings of 1995 IEEE International Conference on Fuzzy Systems, Yokohama, Japan, IEEE Press:
469-476.
Salski, A; Franzle, 0.; Kandzia, P. eds. 1996. Fuzzy
logic in ecological modelling. Ecol. Modelling 85:
1-98.
Shannon, C. E. 1948. The mathematical theory of communication. Bell Systems Tech. J. 27:379-423, 623656.
Singer, D.; Singer, P. G. 1993. Fuzzy chemical kinetics:
an algorithmic approach. Int. J. Systems Sci. 24: 13631376.
Slowinski, Red. 1992. Intelligent decision support:
handbook of applications and advances of the rough
sets theory. Boston: Kluwer.
Sugeno, M.; Yasukawa, T. 1993. A fuzzy-logic-based
approach to qualitative modeling. IEEE Trans. Fuzzy
Systems 1:7-31.
Suter, G.; Barnthouse, L. 1993. Assessment concepts. In:
Suter, G.W. II, ed. Ecological risk assessment. Boca
Raton, FL: Lewis Publishers: 21-47.
Wang, L. 1994. Adaptivefuzzy systems and control. Upper Saddle River, NJ: Prentice Hall.
Wang, Z.; Klir, G. J. 1992. Fuzzy measure theory. New
York: Plenum Press.
William, T. 1992. Fuzzy logic is anything but fuzzy.
Computer Design 31:113-126.
Wu, H.; Li, B-L.; Stoker, R; Li, Y. 1996. A semi-arid
grazing ecosystem simulation model with probabilistic and fuzzy parameters. Ecol. Modelling 90: 147-160.
Zadeh, L. A 1965. Fuzzy sets. Information and Control
8(3):338-353.
Zhu, A; Band, L. E.; Dutton, B.; Nimlos, T. J. 1996. Automated soil inference under fuzzy logic. Ecol. Modelling 90:123-145.
Zimmerman, H.-J. 1991. Fuzzy set theory and its applications, 2nd ed. Boston: Kluwer.