Multitemporal Principal Component Analysis of spectral and spatial features of the Venice Lagoon
作者:
A. Picchiotti,
R. Casacchia,
R. Salvatori,
期刊:
International Journal of Remote Sensing
(Taylor Available online 1997)
卷期:
Volume 18,
issue 1
页码: 183-196
ISSN:0143-1161
年代: 1997
DOI:10.1080/014311697219358
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
This study focuses on a multitemporal spectral analysis of morphologic features of the Venice Lagoon. Principal Component Analysis, applied in a multidate merged rotation to standardized visible and infrared Landsat Thematic Mapper spectral bands, has allowed discrimination of differences in spatial distribution and spectral characteristics of the observed features. A comparative analysis has been carried out on the derived PC based on visual and statistical interpretation. Near- and medium-infrared bands are revealed to be suitable to return significant information in a very shallow water environment and under particular weather conditions. A map of part of the Northern Lagoon has been produced out of the first Principal Component of multitemporal TM4s.
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