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Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis
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.
| Author(s) |
Danelle M Larson  ,
Wako Bungula,
Casey McKean,
Alaina Stockdill,
Amber Lee,
Frederick Miller,
Killian Davis
|
| Publication Date | 2023-03-20 |
| Beginning Date of Data | 1993-01-01 |
| Ending Date of Data | 2020-01-01 |
| Data Contact | |
| DOI | https://doi.org/10.5066/P976O6PP |
| Citation | Larson, D.M., Bungula, W., McKean, C., Stockdill, A., Lee, A., Miller, F., and Davis, K., 2023, Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis: U.S. Geological Survey data release, https://doi.org/10.5066/P976O6PP. |
| Metadata Contact | |
| Metadata Date | 2023-08-07 |
| Related Publication | Loading... |
| Citations of these data | Loading https://doi.org/10.1371/journal.pcbi.1011147 |
| Access | public |
| License | http://www.usa.gov/publicdomain/label/1.0/ |
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Harvest Source: ScienceBase
Harvest Date: 2024-07-28T04:01:49.433Z
Harvest Date: 2024-07-28T04:01:49.433Z