Optimal Design of Groundwater-Quality Monitoring Network
(Sprache: Englisch)
The objective of this work is to design long-term groundwater-quality sampling networks to provide a predetermined level of confidence in water quality estimates at selected locations and times at minimum cost. A genetic algorithm is used to select the...
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The objective of this work is to design long-term groundwater-quality sampling networks to provide a predetermined level of confidence in water quality estimates at selected locations and times at minimum cost. A genetic algorithm is used to select the location and timing of sampling events. A Kalman filter is used in the algorithm to obtain the best estimate of the concentration field. The use of a Kalman filter requires an initial estimate of the concentration field. This is achieved as the output of a groundwater flow and transport simulation model. One input to the simulator, observations of the hydraulic conductivity field, are generated using a Latin-hypercube sampling (Lhs) technique. The use of this Lhs technique reduces the number of times one solves a groundwater flow and transport problem in a Monte Carlo approach. The combination of all of these technologies provides an efficient groundwater sampling network design. The proposed methodology is applied to a field problem. Results show the methodology is applicable and cost-effective. They also suggest that better estimates are achieved if sampled field data are utilized in an interactive sampling-network design strategy.
Autoren-Porträt von Yingqi Zhang
Zhang, YingqiYingqi Zhang, Doctor of Philosophy Specializing in Civil and Environmental Engineering. The Faculty of the Graduate College of The University of Vermont.
Bibliographische Angaben
- Autor: Yingqi Zhang
- 2019, 168 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: Scholar's Press
- ISBN-10: 6202312718
- ISBN-13: 9786202312714
Sprache:
Englisch
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