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      A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques

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          Abstract

          Remotely sensed data can reinforce the abilities of water resources researchers and decision makers to monitor waterbodies more effectively. Remote sensing techniques have been widely used to measure the qualitative parameters of waterbodies (i.e., suspended sediments, colored dissolved organic matter (CDOM), chlorophyll- a, and pollutants). A large number of different sensors on board various satellites and other platforms, such as airplanes, are currently used to measure the amount of radiation at different wavelengths reflected from the water’s surface. In this review paper, various properties (spectral, spatial and temporal, etc.) of the more commonly employed spaceborne and airborne sensors are tabulated to be used as a sensor selection guide. Furthermore, this paper investigates the commonly used approaches and sensors employed in evaluating and quantifying the eleven water quality parameters. The parameters include: chlorophyll- a (chl- a), colored dissolved organic matters (CDOM), Secchi disk depth (SDD), turbidity, total suspended sediments (TSS), water temperature (WT), total phosphorus (TP), sea surface salinity (SSS), dissolved oxygen (DO), biochemical oxygen demand (BOD) and chemical oxygen demand (COD).

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          A trophic state index for lakes1

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                Author and article information

                Contributors
                Role: Academic Editor
                Journal
                Sensors (Basel)
                Sensors (Basel)
                sensors
                Sensors (Basel, Switzerland)
                MDPI
                1424-8220
                16 August 2016
                August 2016
                : 16
                : 8
                : 1298
                Affiliations
                [1 ]Department of Civil Engineering, Florida International University, Miami, FL 33174, USA; mhaji002@ 123456fiu.edu (M.H.G.); lreddi@ 123456fiu.edu (L.R.)
                [2 ]Department of Earth and Environment, Florida International University, Miami, FL 33199, USA
                Author notes
                [* ]Correspondence: melessea@ 123456fiu.edu ; Tel.: +1-305-348-6518
                Article
                sensors-16-01298
                10.3390/s16081298
                5017463
                27537896
                3bbfd1d7-c04b-40da-b1d5-749e24dbe4b2
                © 2016 by the authors; licensee MDPI, Basel, Switzerland.

                This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 12 May 2016
                : 08 August 2016
                Categories
                Review

                Biomedical engineering
                remote sensing,spaceborne sensors,airborne sensors,water quality indicators

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