Modelling Uncertainty in Flood Forecasting Systems
A A Balkema Publishers (Verlag)
978-90-5809-694-4 (ISBN)
Like all natural hazards, flooding is a complex and inherently uncertain phenomenon. Despite advances in developing flood forecasting models and techniques, the uncertainty in forecasts remains unavoidable. This uncertainty needs to be acknowledged, and uncertainty estimation in flood forecasting provides a rational basis for risk-based criteria. This book presents the development and applications of various methods based on probablity and fuzzy set theories for modelling uncertainty in flood forecasting systems. In particular, it presents a methodology for uncertainty assessment using disaggregation of time series inputs in the framework of both the Monte Carlo method and the Fuzzy Extention Principle. It reports an improvement in the First Order Second Moment method, using second degree reconstruction, and derives qualitative scales for the interpretation of qualitative uncertainty. Application is to flood forecasting models for the Klodzko catchment in POland and the Loire River in France. Prospects for the hybrid techniques of uncertainty modelling and probability-possibility transformations are also explored and reported.
Shreedhar Maskey was born on 24 December 1966 in Charikot, in the district Dolkha, Nepal. In 1990, he graduated in Civil Engineering from Tribhuvan University in Nepal. Since 1991 he served in the same university as a lecturer until he joined UNESCO-IHE (then IRE-Delft) in 1997 to participate in the Master's Programme in Hydroinformatics. He received the Master of Science degree with distinction in hydro informatics in April 1 999. Since April 1999 he has been at UNESCO-IRE as a PhD research fellow. During this period he also worked for the COWl project (Apr. 1999 - Dec. 1999) and the OS1RIS2 project (Jan. 2000 - Mar. 2003) and assisted in various ways in the Hydroinformatics Master's Programme.
Chapter 1: Introduction, Chapter 2: Flood Forecasting Models and Uncertainy Representation, Chapter 3: Existing Mathematical Methods for Uncertainty Assessment, Chapter 4: Contribution of Present Research to Uncertainty Assessment Methods, Chapter 5: Application: Flood Forecasting Model for Klodzko Catchment (Poland), Chapter 6: Application: Flood Forecasting Model for Loire River (France), Chapter 7: Conclusions and Recommendations, Appendix I: Fuzzy Sets, Fuzzy Arithmetic and Defuzzification, Abbreviations, Notations, References, Samenvatting: Modellering Van Onzekerheid in Systemen Voor Hoogwatervoorspelling, Acknowledgements, About the Author
| Erscheint lt. Verlag | 15.5.2004 |
|---|---|
| Verlagsort | Rotterdam |
| Sprache | englisch |
| Maße | 174 x 246 mm |
| Gewicht | 317 g |
| Themenwelt | Technik ► Bauwesen |
| ISBN-10 | 90-5809-694-7 / 9058096947 |
| ISBN-13 | 978-90-5809-694-4 / 9789058096944 |
| Zustand | Neuware |
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