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The dataset and analysis scripts accompanies the scientific article, "Quantifying ecosystem states and state transitions of the Upper Mississippi River using topological data analysis." We coupled this highly dimensional dataset with multiple topological data analysis (TDA) techniques to classify ecosystem states, identify state variables, and detect state transitions over 30 years.
    map background search result map search result map Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis