Item talk:Q323314

{

 "DOI": {
   "doi": "10.5066/p976o6pp",
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     {
       "name": "Larson, Danelle M",
       "nameType": "Personal",
       "givenName": "Danelle M",
       "familyName": "Larson",
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         "United States Geological Survey"
       ],
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     {
       "name": "Bungula, Wako",
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       "affiliation": [
         "University of Wisconsin La Crosse"
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     {
       "name": "McKean, Casey",
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         "University of Wisconsin La Crosse"
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     },
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       "name": "Stockdill, Alaina",
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       "familyName": "Stockdill",
       "affiliation": [
         "University of Wisconsin La Crosse"
       ],
       "nameIdentifiers": []
     },
     {
       "name": "Lee, Amber",
       "nameType": "Personal",
       "givenName": "Amber",
       "familyName": "Lee",
       "affiliation": [
         "University of Wisconsin La Crosse"
       ],
       "nameIdentifiers": []
     },
     {
       "name": "Miller, Frederick",
       "nameType": "Personal",
       "givenName": "Frederick",
       "familyName": "Miller",
       "affiliation": [
         "University of Wisconsin La Crosse"
       ],
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     },
     {
       "name": "Davis, Killian",
       "nameType": "Personal",
       "givenName": "Killian",
       "familyName": "Davis",
       "affiliation": [
         "University of Wisconsin La Crosse"
       ],
       "nameIdentifiers": []
     }
   ],
   "titles": [
     {
       "title": "Data to quantify ecosystem states and state transitions of the Upper Mississippi River using topological data analysis"
     }
   ],
   "publisher": "U.S. Geological Survey",
   "container": {},
   "publicationYear": 2023,
   "subjects": [
     {
       "subject": "Land Use Change"
     }
   ],
   "contributors": [],
   "dates": [
     {
       "date": "2023",
       "dateType": "Issued"
     }
   ],
   "language": null,
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   "descriptions": [
     {
       "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.",
       "descriptionType": "Abstract"
     }
   ],
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   "created": "2023-03-20T21:10:04Z",
   "registered": "2023-03-20T21:10:05Z",
   "published": null,
   "updated": "2023-08-07T16:54:24Z"
 }

}