Evaluation of a real-time monitoring system for river quality — a trade-off between risk attitudes, costs, and uncertainty

Uncertainty is definitely one of the key topics in environmental assessment and management. Typically, attempts to reduce uncertainty are subject to expenses. But how to compare and trade-off expenses and the reduced uncertainty? They only seldom allow the use of a single unit. Instead, the whole analysis and decision procedure is very subjective. This paper presents one approach to handle such problems, namely the combined use of Bayesian influence diagrams, and probabilistic risk attitude analysis. The approach was used in the evaluation of three alternatives for a real time river water quality forecasting system. A trade-off analysis of risk attitudes, costs and uncertainty indicated the levels of socioeconomic utility required for investments in the respective systems, and accordingly illuminated the impact of the uncertainties involved on inference and decision-making with various risk attitudes and discount rates.

[1]  C. Upton,et al.  A Model of Water Quality Management Under Uncertainty , 1970 .

[2]  K. Arrow Essays in the theory of risk-bearing , 1958 .

[3]  Ross D. Shachter Probabilistic Inference and Influence Diagrams , 1988, Oper. Res..

[4]  O. Varis,et al.  A real-time monitoring system for Kerava river quality , 1993, Environmental monitoring and assessment.

[5]  Ross D. Shachter Evaluating Influence Diagrams , 1986, Oper. Res..

[6]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[7]  K.,et al.  NOT TO BE CITED WITHOUT PRIOR REFERENCE TO THE AUTHORS International Council for the Exploration of the Sea , 2003 .

[8]  O. Varis A canonical approach to diagnostic and predictive modelling of phytoplankton communities , 1991, Archiv für Hydrobiologie.

[9]  O. Varis,et al.  Bayesian influence diagram approach to complex environmental management including observational design , 1989 .

[10]  Sakari Kuikka,et al.  Analysis of Sardine Fisheries Management on Lake Kariba, Zimbabwe and Zambia - Structuring a Bayesian Influence Diagram Model , 1990 .

[11]  Sakari Kuikka,et al.  Modeling for water quality decisions: uncertainty and subjectivity in information, in objectives, and in model structure , 1994 .

[12]  J. Pratt RISK AVERSION IN THE SMALL AND IN THE LARGE11This research was supported by the National Science Foundation (grant NSF-G24035). Reproduction in whole or in part is permitted for any purpose of the United States Government. , 1964 .

[13]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[14]  Simon French,et al.  Applied Decision Analysis. , 1985 .