This is the absorption spectrum of water.
https://www.researchgate.net/profile/Hrebesh-Molly-Subhash/publication/258384344/figure/fig23/AS:325110046183441@1454523683523/Water-absorption-spectrum-The-original-data-consult-from.png
Note that the absorption is higher in the red than in the blue. This means that the light remaining after passing through water will have more blue left in it than red in lt. And will thus appear blue.
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