02742nam a2200421 4500 20260817172817.0 080998 th eng .b10141212 AIT Thesis no.CS-93-32 Lee, Ha-sook Classification technique for multi-temporal vegetation index data Bangkok : Asian Institute of Technology, 1993 55 leaves + 1 online resource Thesis ; no. CS-93-32 A thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering Thesis (M.Eng.) - Asian Institute of Technology, 1993 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. Remote sensing Data processing Image processing Digital techniques Murai, Shunji, Chairperson Phan, Minh Dung, Examination Committee Yulu, Qi, Examination committee Asian Institute of Technology. Thesis ; no. CS-93-32 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B16142 .b10141212 mnait x 240411 2 951012 m a x 0 mnait mnait mnarc 22 20 40 Barcode : 30050120676647 CREATED : 2014-02-13 RECORD # : i12764371 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050211014773 CREATED : 2014-12-18 RECORD # : i12830689 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120356877 CREATED : 2016-06-13 RECORD # : i13034686 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 17607 17607 0 0 0 0 MAIN MAIN mnait 2026-08-17 50.00 0 AIT Thesis no.CS-93-32 30050120676647 2026-08-17 17:28:17 3 2026-08-17 22 0 0 0 0 MAIN MAIN mnait 2026-08-17 50.00 0 AIT Thesis no.CS-93-32 30050211014773 2026-08-17 17:28:17 4 2026-08-17 20 0 0 0 0 MAIN MAIN mnarc 2026-08-17 0 AIT Thesis no.CS-93-32 30050120356877 2026-08-17 17:28:17 2026-08-17 40