A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques
- PMID: 27537896
- PMCID: PMC5017463
- DOI: 10.3390/s16081298
A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques
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).
Keywords: airborne sensors; remote sensing; spaceborne sensors; water quality indicators.
Figures
Similar articles
-
Application and recent progress of inland water monitoring using remote sensing techniques.Environ Monit Assess. 2022 Nov 19;195(1):125. doi: 10.1007/s10661-022-10690-9. Environ Monit Assess. 2022. PMID: 36401670 Review.
-
Ocean water quality monitoring using remote sensing techniques: A review.Mar Environ Res. 2022 Sep;180:105701. doi: 10.1016/j.marenvres.2022.105701. Epub 2022 Aug 2. Mar Environ Res. 2022. PMID: 35939895 Review.
-
Remote sensing estimation of the total phosphorus concentration in a large lake using band combinations and regional multivariate statistical modeling techniques.J Environ Manage. 2015 Mar 15;151:33-43. doi: 10.1016/j.jenvman.2014.11.036. Epub 2014 Dec 19. J Environ Manage. 2015. PMID: 25528271
-
Optical properties and composition changes in chromophoric dissolved organic matter along trophic gradients: Implications for monitoring and assessing lake eutrophication.Water Res. 2018 Mar 15;131:255-263. doi: 10.1016/j.watres.2017.12.051. Epub 2017 Dec 26. Water Res. 2018. PMID: 29304379
-
Remote sensing estimation of colored dissolved organic matter (CDOM) from GOCI measurements in the Bohai Sea and Yellow Sea.Environ Sci Pollut Res Int. 2020 Mar;27(7):6872-6885. doi: 10.1007/s11356-019-07435-6. Epub 2019 Dec 26. Environ Sci Pollut Res Int. 2020. PMID: 31875926
Cited by
-
A comprehensive evaluation of the contamination scenario and water quality in the gas fields of north-east region, Bangladesh.Heliyon. 2024 Jul 15;10(15):e34323. doi: 10.1016/j.heliyon.2024.e34323. eCollection 2024 Aug 15. Heliyon. 2024. PMID: 39170492 Free PMC article.
-
Prototyping a low-cost open-source autonomous unmanned surface vehicle for real-time water quality monitoring and visualization.HardwareX. 2022 Oct 13;12:e00369. doi: 10.1016/j.ohx.2022.e00369. eCollection 2022 Oct. HardwareX. 2022. PMID: 36275398 Free PMC article.
-
Satellite-ground synchronous in-situ dataset of water optical parameters and surface temperature for typical lakes in China.Sci Data. 2024 Aug 14;11(1):883. doi: 10.1038/s41597-024-03704-3. Sci Data. 2024. PMID: 39143120 Free PMC article.
-
Evaluating the applicability of MESS (matrix exponential spatial specification) model to assess water quality using GIS technique in agricultural mountain catchment (Western Carpathian).Environ Monit Assess. 2018 Dec 21;191(1):26. doi: 10.1007/s10661-018-7137-x. Environ Monit Assess. 2018. PMID: 30574668 Free PMC article.
-
Capacity challenges in water quality monitoring: understanding the role of human development.Environ Monit Assess. 2020 Apr 19;192(5):298. doi: 10.1007/s10661-020-8224-3. Environ Monit Assess. 2020. PMID: 32307607 Free PMC article.
References
-
- Sloggett D., Srokosz M., Aiken J., Boxall S. Operational Uses of Ocean Colour Data-Perspectives for the Octopus Programme. Balkema Publishers; Rotterdam, The Netherlands: 1995.
-
- Engman E.T., Gurney R.J. Remote Sensing in Hydrology. Chapman and Hall Ltd.; London, UK: 1991.
-
- Dekker A., Zamurović-Nenad Ž., Hoogenboom H., Peters S. Remote sensing, ecological water quality modelling and in situ measurements: A case study in shallow lakes. Hydrol. Sci. J. 1996;41:531–547. doi: 10.1080/02626669609491524. - DOI
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources