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Journal of Applied Remote Sensing

Spectral mapping of the Paraíba do Sul River plume (Brazil) using multitemporal Landsat images
Author(s): Natalia de Moraes Rudorff; Milton Kampel; Carlos Eduardo de Rezende
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Paper Abstract

Coastal zones are influenced by oceanic, atmospheric, and continental forces, which make them highly vulnerable to climate and anthropogenic changes. The Paraíba do Sul River (PSR) Estuary (Brazil), is especially affected by intensive industrial, urban, and rural activities, along its catchment area. Few works, though, have been done concerning the impacts of these changes. Remote sensing is, thus, an important and unique tool to assess the past scenes for a temporal analysis. The present work aimed to analyze spatial-temporal trends of the PSR plume from 1985 to 2009, using Landsat 5 TM images. Two spectral classification methods were used to map the river plume: maximum likelihood and spectral linear mixture analysis (SLMA). The images corresponded to the months of greatest river discharge, totalizing 11 cloud-free images. Geographical, radiometric, and atmospheric corrections were applied to the five spectral bands used for the classification. Both methods showed good results, however the SLMA provided more information of the water constituent's distribution. The sediment river plume and inner shelf phytoplankton dominated waters showed a negative trend associated with a diminishing of the river discharge. Further works concern in situ validation of the classifications, bio-optical modeling, and more investigations of climate and anthropogenic changes on the PSR.

Paper Details

Date Published: 1 January 2011
PDF: 20 pages
J. Appl. Remote Sens. 5(1) 053550 doi: 10.1117/1.3630220
Published in: Journal of Applied Remote Sensing Volume 5, Issue 1
Show Author Affiliations
Natalia de Moraes Rudorff, Instituto Nacional de Pesquisas Espaciais (Brazil)
Milton Kampel, Instituto Nacional de Pesquisas Espaciais (Brazil)
Carlos Eduardo de Rezende, Univ. Estadual do Norte Fluminense (Brazil)


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