Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/4484
Title: Assessment of temporal variations of water quality in inland water bodies using atmospheric corrected satellite remotely sensed image data
Authors: Clayton, Chris R I 
Hadjimitsis, Diofantos G. 
metadata.dc.contributor.other: Χατζημιτσής, Διόφαντος Γ.
Major Field of Science: Engineering and Technology
Field Category: Civil Engineering
Keywords: Outlet;Temporal variations;Water quality;Atmospheric correction;Remote sensing
Issue Date: Dec-2009
Source: Environmental Monitoring and Assessment, 2009, vol. 159, no. 1-4, pp. 281-292
Volume: 159
Issue: 1-4
Start page: 281
End page: 292
Journal: Environmental Monitoring and Assessment 
Abstract: Although there have been many studies conducted on the use of satellite remote sensing for water quality monitoring and assessment in inland water bodies, relatively few studies have considered the problem of atmospheric intervention of the satellite signal. The problem is especially significant when using time series multi-spectral satellite data to monitor water quality surveillance in inland waters such as reservoirs, lakes, and dams because atmospheric effects constitute the majority of the at-satellite reflectance over water. For the assessment of temporal variations of water quality, the use of multi-date satellite images is required so atmospheric corrected image data must be determined. The aim of this study is to provide a simple way of monitoring and assessing temporal variations of water quality in a set of inland water bodies using an earth observation- based approach. The proposed methodology is based on the development of an image-based algorithm which consists of a selection of sampling area on the image (outlet), application of masking and convolution image processing filter, and application of the darkest pixel atmospheric correction. The proposed method has been applied in two different geographical areas, in UK and Cyprus. Mainly, the method has been applied to a series of eight archived Landsat-5 TM images acquired from March 1985 up to November 1985 of the Lower Thames Valley area in the West London (UK) consisting of large water treatment reservoirs. Finally, the method is further tested to the Kourris Dam in Cyprus. It has been found that atmospheric correction is essential in water quality assessment studies using satellite remotely sensed imagery since it improves significantly the water reflectance enabling effective water quality assessment to be made.
URI: https://hdl.handle.net/20.500.14279/4484
ISSN: 15732959
DOI: 10.1007/s10661-008-0629-3
Rights: © Springer Nature
Type: Article
Affiliation : University of Southampton 
Cyprus University of Technology 
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