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Applications of Kalman filter techniques in river forecasting (Record no. 7018)

MARC details
000 -LEADER
fixed length control field	03153nam a2200421 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20260817163018.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	270898 th eng
035 ## - SYSTEM CONTROL NUMBER
System control number	.b10089998
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number	AIT Thesis no. CA-85-7
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Lee, Shyh-tsai
245 10 - TITLE STATEMENT
Title	Applications of Kalman filter techniques in river forecasting
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc.	Bangkok :
Name of publisher, distributor, etc.	Asian Institute of Technology,
Date of publication, distribution, etc.	1985
300 ## - PHYSICAL DESCRIPTION
Extent	78 p.
490 1# - SERIES STATEMENT
Series statement	Thesis ;
Volume/sequential designation	no. CA-85-7
500 ## - GENERAL NOTE
General note	A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Engineering and Technology
502 ## - DISSERTATION NOTE
Dissertation note	Thesis (M.Eng.) - Asian Institute of Technology, 1985
520 ## - SUMMARY, ETC.
Summary, etc.	In recent year, Kalman filter techniques have been extensively developed and widely used in many hydrologic forecasting applications. In this study, three useful algorithms of Kalman filter were considered and their forecasting performances were compared. From several runs, it was found that a more complicated and generalized algorithm did not seem to perform better than a simple one. Therefore, a very simple algorithm was adopted throughout the work. The applications considered here involve forecasting of flood flows and forecasting of daily discharge. In the first case, trial-and-error procedures were used to arrive at suitable models which are very simple in its structure. In the second case, an extension of the Linear perturbation (or Hybrid) Model was proposed, where the departure (from the daily mean, or harmonic mean, ) of daily river discharge was linearly regressed upon its past values and past values of the departure of daily rainfall. For all the stations considered, This proposed model produced very good forecasts which were much better than those provided by the original Linear Perturbation Model. It was also found that Kalman filter techniques were not really needed in forecasting daily discharge at these stations.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Kalman filtering
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Hydrological forecasting
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Huynh, Ngoc Phien,
Relator term	Chairperson
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name	Kanchit Malaivongs,
Relator term	Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Gupta, Ashim Das,
Relator term	Examination Committee
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	Republic of China,
Relator term	Scholarship Donor
810 2# - SERIES ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	Asian Institute of Technology.
Title of a work	Thesis ;
Volume/sequential designation	no. CA-85-7
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified	Full-Text
Uniform Resource Identifier	<a href="http://203.159.5.9/ait-thesis/detail.php?q=B19973">http://203.159.5.9/ait-thesis/detail.php?q=B19973</a>
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Cataloger's initials, CIN (RLIN)	951012
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945 ## - LOCAL PROCESSING INFORMATION (OCLC)
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	20-AIT Publication
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	40-Archives
909 ## - LOCAL ITEMS USED
Barcode	Barcode : 30050003147443
CREATED	CREATED : 1994-05-16
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Holdings
Not for loan	Home library	Current library	Shelving location	Date acquired	Cost, normal purchase price	Full call number	Barcode	Date last seen	Copy number	Price effective from	Koha item type
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	AIT Publications	17/08/2026	10.00	AIT Thesis no. CA-85-7	30050003147443	17/08/2026	1	17/08/2026	20-AIT Publication
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	AIT Publications	17/08/2026	10.00	AIT Thesis no. CA-85-7	30050004291984	17/08/2026	2	17/08/2026	20-AIT Publication
Available for Loans	Asian Institute of Technology Library	Asian Institute of Technology Library	Archives	17/08/2026		AIT Thesis no. CA-85-7	30050160064795	17/08/2026		17/08/2026	40-Archives

Applications of Kalman filter techniques in river forecasting (Record no. 7018)

AIT

Asian Institute of Technology Library