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.
Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[
"010:12"
]
|
| contactPoint |
{
"fn": "Danelle M. Larson",
"@type": "vcard:Contact",
"hasEmail": "mailto:dmlarson@usgs.gov"
}
|
| description | 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. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Digital Data",
"format": "XML",
"accessURL": "https://doi.org/10.5066/P976O6PP",
"mediaType": "application/http",
"description": "Landing page for access to the data"
},
{
"@type": "dcat:Distribution",
"title": "Original Metadata",
"format": "XML",
"mediaType": "text/xml",
"description": "The metadata original format",
"downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.641097cad34e254fd35301c0.xml"
}
]
|
| identifier | http://datainventory.doi.gov/id/dataset/USGS_641097cad34e254fd35301c0 |
| keyword |
[
"Mississippi River",
"North America",
"USGS:641097cad34e254fd35301c0",
"Upper Mississippi River",
"biota",
"state change",
"topological data analysis",
"topology",
"water quality"
]
|
| modified | 2023-08-07T00:00:00Z |
| publisher |
{
"name": "U.S. Geological Survey",
"@type": "org:Organization"
}
|
| spatial | -94.3945, 37.9269, -87.2754, 45.8288 |
| theme |
[
"Geospatial"
]
|
| title | Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis |
