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Review
. 2022 Feb;29(9):13024-13041.
doi: 10.1007/s11356-021-18083-0. Epub 2022 Jan 20.

Review of the Forel-Ule Index based on in situ and remote sensing methods and application in water quality assessment

Affiliations
Review

Review of the Forel-Ule Index based on in situ and remote sensing methods and application in water quality assessment

Miao Ye et al. Environ Sci Pollut Res Int. 2022 Feb.

Abstract

Water pollution is considered an acute worldwide environmental issue. At present, the commonly adopted method of water quality characterisation involves the retrieval of optically active water quality parameters based on remote sensing reflectance (Rrs), but this method is subject to the limitation that understanding local scatter and absorption characteristics of light is essential to precisely derive these parameters. Water colour primarily depends on water constituents and is traditionally gauged with the Forel-Ule (FU) scale. In recent years, Rrs within the visible region has been considered to determine the Forel-Ule Index (FUI) for water colour measurement. The FUI exhibits the advantages of remote sensing and does not rely on local retrieval algorithms. Therefore, this index can characterise natural waters in a simple and globally effective manner. As there exists a lack of review articles on the FUI, we present a comprehensive review of this index that may help researchers progress. First, we introduce the most recent techniques for FUI measurement, especially remote sensing-deriving methods. Then, we summarise FUI applications in water quality assessment of oceans and inland waters. Finally, FUI development trends, challenges and application perspectives are examined.

Keywords: Forel–Ule Index; Forel–Ule scale; Hue angle; Remote sensing; Water colour; Water quality.

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References

    1. Alföldi TT, Munday J (1978) Water quality analysis by digital chromaticity mapping of Landsat data. Can J Remote Sens 4(2):108-126. https://doi.org/10.1080/07038992.1978.10854974 - DOI
    1. Bardaji R, Sanchez AM, Simon C, Wernand MR, Piera J (2016) Estimating the underwater diffuse attenuation coefficient with a low-cost instrument: the KdUINO DIY Buoy. Sensors (Basel) 16(3):373. https://doi.org/10.3390/s16030373
    1. Barysheva, L (1987) On the issue of intercorrespondence of color scales used in limnology. Remote Monitoring of Large Lakes:60–65.
    1. Bird TJ, Bates AE, Lefcheck JS, Hill NA, Thomson RJ, Edgar GJ, Stuart-Smith RD, Wotherspoon S, Krkosek M, Stuart-Smith JF (2014) Statistical solutions for error and bias in global citizen science datasets. Biol Cons 173:144–154. https://doi.org/10.1016/j.biocon.2013.07.037 - DOI
    1. Bowers DG, Evans D, Thomas DN, Ellis K, PJ le B Williams, (2004) Interpreting the colour of an estuary. Estuar Coast Shelf Sci 59(1):13–20. https://doi.org/10.1016/j.ecss.2003.06.001 - DOI

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