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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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