Table 1 ML modeling basic bands and band combinations.

From: Spatiotemporal variation in biomass abundance of different algal species in Lake Hulun using machine learning and Sentinel-3 images

Algal species

Selected bands and combinations

Cyanophyta

B7, B8, B9, B10, (B6 – B7) / (B6 + B7), B6 -B8

B10/ B11, (B8 – B11) /B12, B6 / B8

Chlorophyta

B7, B8, B9, B10, B8/(B8- B9), B7 / B11

B5- B7, (B8 – B11) /B15, (B8 + B9) / (B8 - B9)

Bacillariophyta

B7, B8, B9, B10, B10 / B11, B6 – B8

(B6 – B7) / B8, B6/ B8, (B10 – B11) / (B10 + B11)

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