Access the full text.
Sign up today, get DeepDyve free for 14 days.
Loading next page...
/lp/wiley/use-of-state-estimation-techniques-in-water-resource-system-modeling-1-z00MgXhwhJ
References (9)
-
F. Schlee, C. Standish, N. Toda (1966)
Divergence in the Kalman FilterAIAA Journal, 5
-
Burges Burges, Lettenmaier Lettenmaier (1975)
Robabilistic Methods in Stream Quality ManagementWater Resources Bulletin, 11
-
S. Burges, D. Lettenmaier (1975)
PROBABILISTIC METHODS IN STREAM QUALITY MANAGEMENTJournal of The American Water Resources Association, 11
-
L. Schwartz, E. Stear (1968)
A computational comparison of several nonlinear filtersIEEE Transactions on Automatic Control, 13
-
R. Kálmán, R. Bucy (1961)
New Results in Linear Filtering and Prediction TheoryJournal of Basic Engineering, 83
-
(2002)
A New Approach to Linear Filtering and Prediction Problems -
Kalman Kalman, Bucy Bucy (1961)
New Results in Linear Filtering TheoryTransactions of ASME, Journal of Basic Engineering, 83
-
Lee Lee (1972)
Nonlinear Filtering and Estimation in Water Quality ModelingKansas Water Resource Research Institute, Contribution, Vol. II
-
Moore Moore (1973)
Estimation Theory Applications to Design of Water Quality Monitoring SystemsJournal of the Hydraulics Division, ASCE, 99
- Publisher
- Wiley
- Copyright
- Copyright © 1976 Wiley Subscription Services, Inc., A Wiley Company
- ISSN
- 1093-474X
- eISSN
- 1752-1688
- DOI
- 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 Association – Wiley
Published: Feb 1, 1976