Textbook

Applications of Kalman Filtering in the Analysis and Design of Groundwater Monitoring Networks

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Deterministic models are widely used to describe the behavior of the hydraulic head in time and space. It would be useful to know the uncertainty of these approximations of reality, what data on groundwater head they require and whether these data can be used to improve the model's performance after calibration/validation. Therefore the use of a Kalman filter algorithm for assessing the uncertainty of a deterministic groundwater model is described. It is suggested that the strength of the Kalman filter is that it makes good use of the available information to assess uncertainty and to improve model performance. This has implications for applications such as the analysis and design of groundwater networks and on-line groundwater management. After briefly describing how to combine a Kalman filter with a deterministic groundwater model, some important aspects like quantifying the system noise statistics and calibrating these values are emphasized. These aspects are illustrated using a one-dimensional hypothetical example of a groundwater system.

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Ketersediaan

0000001227

551.48 GEE a

Library Pusperkim

Tersedia

Informasi Detail

Judul Seri

-

No. Panggil

551.48 GEE a

Penerbit

Netherlands : Delft University Press., 1987

Deskripsi Fisik

118 hal.; ilus.; 16,5 x 24 cm.

Bahasa

Indonesia

ISBN/ISSN

-

Klasifikasi

551.48

Tipe Isi

text

Tipe Media

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Tipe Pembawa

-

Edisi

Ed. 1, Cet. 1

Subjek

Hidrology
Modeling

Info Detail Spesifik

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Pernyataan Tanggungjawab

-

Versi lain/terkait

Lampiran Berkas

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