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Should there be any differences in water chemistry of a stream site (pool/waterhole) once flow/discharge ceases? At depth?

As the flow ceases and the water evaporates and stratifies, there will be differences in ph, DO and temperature at depth, but does this transpire to significant changes in other water chemistry parameters?

Alos, I have water chemsitry data coleected from the surface at a number of sites over time with varying flow/discharge - down to zero flow. I want to test to see if there are significant differences based on the discharge and time since flow ceased. I was considering using PCA to explaore the relationship between flow and time since flow. Any other suggestions?

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