Quantifying ecosystem states and state transitions of the Upper Mississippi River System using topological data analysis

Danelle Marie Larson; Wako Bungula; Casey McKean; Alaina Stockdill; Amber Lee; Frederick Forrest Miller; Killian Davis

doi:10.1371/journal.pcbi.1011147

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Open Access

Peer-reviewed

Research Article

Quantifying ecosystem states and state transitions of the Upper Mississippi River System using topological data analysis

Danelle Marie Larson ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Visualization, Writing – original draft, Writing – review & editing

* E-mail: dmlarson@usgs.gov

Affiliation U.S. Geological Survey, Upper Midwest Environmental Sciences Center, La Crosse, Wisconsin, United States of America

https://orcid.org/0000-0001-6349-6267

⨯
Wako Bungula,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Visualization, Writing – original draft, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Department of Mathematics and Statistics, La Crosse, Wisconsin, United States of America
⨯
Casey McKean,

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Research Experience for Undergraduates Program, La Crosse, Wisconsin, United States of America
⨯
Alaina Stockdill,

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Research Experience for Undergraduates Program, La Crosse, Wisconsin, United States of America
⨯
Amber Lee,

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Research Experience for Undergraduates Program, La Crosse, Wisconsin, United States of America
⨯
Frederick Forrest Miller,

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Research Experience for Undergraduates Program, La Crosse, Wisconsin, United States of America
⨯
Killian Davis

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation University of Wisconsin La-Crosse, Research Experience for Undergraduates Program, La Crosse, Wisconsin, United States of America
⨯

Quantifying ecosystem states and state transitions of the Upper Mississippi River System using topological data analysis

Danelle Marie Larson,
Wako Bungula,
Casey McKean,
Alaina Stockdill,
Amber Lee,
Frederick Forrest Miller,
Killian Davis

Published: June 7, 2023
https://doi.org/10.1371/journal.pcbi.1011147

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Ecosystems
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Water quality
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Rivers
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Limnetic ecosystems
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Illinois
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Surface water
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Lakes
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