diff --git a/README.md b/README.md
index 155ea25..9cd58f0 100644
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@@ -61,4 +61,5 @@ examining the pre-strom lidar, dune crest and dune toe lines are manually extrac
 - [ ] Setup precomit hook for automatic code formatting using [black](https://ljvmiranda921.github.io/notebook/2018/06/21/precommits-using-black-and-flake8/).
 - [ ] Raw tide WL's are interpolated based on location from tide gauges. This probably isn't the most accurate method, but should have a small effect since surge elevation was low during this event. Need to assess the effect of this method.
 - [ ] Estimate max TWL from elevation where pre storm and post storm profiles are the same.
-- [ ] Mitch updated the raw profiles.mat to include more information about the survey time. Our data scripts should be updated to parse this new information and include it in our dataframes.
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+- [ ] Mitch updated the raw profiles.mat to include more information about the survey time. Our data scripts should be updated to parse this new information and include it in our dataframes.
+- [ ] Implement (bayesian change detection algorithm)[https://github.com/hildensia/bayesian_changepoint_detection] to help detect dune crests and toes from profiles
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