Classification technique for multi-temporal vegetation index data (Record no. 17607)

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035 ## - SYSTEM CONTROL NUMBER
System control number .b10141212
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number AIT Thesis no.CS-93-32
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Lee, Ha-sook
245 10 - TITLE STATEMENT
Title Classification technique for multi-temporal vegetation index data
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Bangkok :
Name of publisher, distributor, etc. Asian Institute of Technology,
Date of publication, distribution, etc. 1993
300 ## - PHYSICAL DESCRIPTION
Extent 55 leaves +
Accompanying material 1 online resource
490 1# - SERIES STATEMENT
Series statement Thesis ;
Volume/sequential designation no. CS-93-32
500 ## - GENERAL NOTE
General note A thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering
502 ## - DISSERTATION NOTE
Dissertation note Thesis (M.Eng.) - Asian Institute of Technology, 1993
520 ## - SUMMARY, ETC.
Summary, etc. GVI data were used in this digital image processing study to classify the land cover and to monitor the vegetation dynamics for Asian region. Since this data has multi-bands, in order to reduce the redundancy, Principal Component Analysis was implemented for this multi-temporal data. Color composite images of monthly GVI data were to be useful for visual interpretation of seasonal dynamics. There was a correspondence between seasonal and regional variation of the monthly GVI data. The pattern classification was applied to monthly data for one-year, using the Clustering which is useful for global land cover classification without ground truth. All proposed methods have been applied to GVI images of Asia, and good results have been obtained. Here it is proved that the multi-temporal data can be a suitable method to define the class type and to detect the vegetation changes.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Remote sensing
General subdivision Data processing
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Image processing
General subdivision Digital techniques
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Murai, Shunji,
Relator term Chairperson
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Phan, Minh Dung,
Relator term Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Yulu, Qi,
Relator term Examination committee
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. CS-93-32
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-Text
Uniform Resource Identifier <a href="http://203.159.5.9/ait-thesis/detail.php?q=B16142">http://203.159.5.9/ait-thesis/detail.php?q=B16142</a>
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      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library AIT Publications 17/08/2026 50.00   AIT Thesis no.CS-93-32 30050120676647 17/08/2026 3 17/08/2026 22-AIT Thesis (Replacement)
      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library AIT Publications 17/08/2026 50.00   AIT Thesis no.CS-93-32 30050211014773 17/08/2026 4 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.CS-93-32 30050120356877 17/08/2026   17/08/2026 40-Archives
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