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calculation of salt front #17

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galengorski opened this issue Dec 9, 2021 · 7 comments
Open

calculation of salt front #17

galengorski opened this issue Dec 9, 2021 · 7 comments

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@galengorski
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I have been trying to recreate the salt front time series supplied by Salme at al. That dataset gives both a daily and a 7-day averaged estimate of the salt front location. The drb has a dashboard where they report the salt front location and they give the methods for calculation:
saltfrontcalcs

@galengorski
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galengorski commented Dec 9, 2021

They use an interpolation method with the four sites listed there. Here is the specific conductivity at those four sites for 2019, the red line is a mistake and should be ignored
SC_4Sites_2019

@galengorski
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It looks like you can convert between specific conductivity and salinity in a few ways. There is a standard method and there are also regional experimental regression equations like those used in this paper. For this, I used the regression equation from the paper, they have a piece-wise regression equation developed from Mid-Atlantic sites (none on the Delaware). Using those methods I came up with the following salt front location plot
salt_front_location_figure
:

@galengorski
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Clearly something is off, I think maybe the specific conductivity to salinity conversion isn't accurate for higher values

@galengorski
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I went back and calculated the salt front river mile with a few changes and improvements:

  1. I used the Practical Salinity Scale, which appears to be standard practice for sea water, the other method is more appropriate for lower salinity values found inland. This paper does a good job of explaining the method.
  2. Converted mg/L salinity to mg/L Cl, I had mistakenly not done that before, which I thought might account for the mismatch. Here is the conversion factor salinity to Cl

I am still seeing an offset of roughly 10 river miles! I'm not sure what is going on here.
new_calculations_saltfront_location

@galengorski
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If I shift the salt front location downstream by 10 miles the match is great
Shifted salt front plot

amsnyder added a commit that referenced this issue Jan 19, 2022
fix days of year for percent coverage
@galengorski
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Sent an email to Amy Shallcross of DRBC and she sent me an updated version of the salt front location on 02/04/2022. DRBC is still working on the salt front location white paper with the detailed methods. I still haven't been able to reproduce the salt front location time series with the published equations from the drb dashboard.

@galengorski
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I compared the newer record emailed by Amy Shallcross in 2/22 with the older one emailed in 10/21, there doesn't seem to be much difference. Below is a crossplot of the two records from 2000-2020, the older record is labeled as October (x-axis) and the new one as February (y-axis). From 2000-2020 there are 136 days where they do deviate, with the maximum difference of 2.7 miles and median distance of < 0.01 miles. We will use the updated one going forward, but I doubt there will be any difference in our analysis.

Salt_front_location_compare

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