USE OF STATE ESTIMATION TECHNIQUES IN WATER RESOURCE SYSTEM MODELING 1

USE OF STATE ESTIMATION TECHNIQUES IN WATER RESOURCE SYSTEM MODELING 1 ABSTRACT. A relatively straightforward illustration of the potential uses of State Estimation techniques in water resources modeling is given. Background theory for Linear and Extended Kalman Filters is given; application of the filter techniques to modeling BOD and oxygen deficit in a stream illustrates the importance of model conceptualization, model completeness, uncertainty in model dynamics and incorporation of measurements and measurement errors. Potential applications of state estimation techniques to measurement system design; model building, assessment and calibration; and data extension are explored. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Journal of the American Water Resources Association Wiley

USE OF STATE ESTIMATION TECHNIQUES IN WATER RESOURCE SYSTEM MODELING 1

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Publisher
Wiley
Copyright
Copyright © 1976 Wiley Subscription Services, Inc., A Wiley Company
ISSN
1093-474X
eISSN
1752-1688
D.O.I.
10.1111/j.1752-1688.1976.tb02640.x
Publisher site
See Article on Publisher Site

Abstract

ABSTRACT. A relatively straightforward illustration of the potential uses of State Estimation techniques in water resources modeling is given. Background theory for Linear and Extended Kalman Filters is given; application of the filter techniques to modeling BOD and oxygen deficit in a stream illustrates the importance of model conceptualization, model completeness, uncertainty in model dynamics and incorporation of measurements and measurement errors. Potential applications of state estimation techniques to measurement system design; model building, assessment and calibration; and data extension are explored.

Journal

Journal of the American Water Resources AssociationWiley

Published: Feb 1, 1976

References

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