Item talk:Q324501

{

 "DOI": {
   "doi": "10.5066/p9cems0m",
   "identifiers": [],
   "creators": [
     {
       "name": "Willard, Jared",
       "nameType": "Personal",
       "givenName": "Jared",
       "familyName": "Willard",
       "affiliation": [],
       "nameIdentifiers": []
     },
     {
       "name": "Read, Jordan S",
       "nameType": "Personal",
       "givenName": "Jordan S",
       "familyName": "Read",
       "affiliation": [],
       "nameIdentifiers": [
         {
           "schemeUri": "https://orcid.org",
           "nameIdentifier": "https://orcid.org/0000-0002-3888-6631",
           "nameIdentifierScheme": "ORCID"
         }
       ]
     },
     {
       "name": "Topp, Simon N",
       "nameType": "Personal",
       "givenName": "Simon N",
       "familyName": "Topp",
       "affiliation": [],
       "nameIdentifiers": []
     },
     {
       "name": "Hansen, Gretchen",
       "nameType": "Personal",
       "givenName": "Gretchen",
       "familyName": "Hansen",
       "affiliation": [],
       "nameIdentifiers": []
     },
     {
       "name": "Vipin Kumar",
       "nameType": "Personal",
       "affiliation": [],
       "nameIdentifiers": []
     }
   ],
   "titles": [
     {
       "title": "Daily surface temperature predictions for 185,549 U.S. lakes with associated observations and meteorological conditions (1980-2020)"
     }
   ],
   "publisher": "U.S. Geological Survey",
   "container": {},
   "publicationYear": 2022,
   "subjects": [
     {
       "subject": "Aquatic Biology, Ecology, Hydrology, Limnology, Water Quality, Water Resources"
     }
   ],
   "contributors": [],
   "dates": [
     {
       "date": "2022",
       "dateType": "Issued"
     }
   ],
   "language": null,
   "types": {
     "ris": "DATA",
     "bibtex": "misc",
     "citeproc": "dataset",
     "schemaOrg": "Dataset",
     "resourceType": "Dataset",
     "resourceTypeGeneral": "Dataset"
   },
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       "relatedIdentifier": "10.1002/lol2.10249",
       "relatedIdentifierType": "DOI"
     }
   ],
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   "version": null,
   "rightsList": [],
   "descriptions": [
     {
       "description": "Daily lake surface temperatures estimates for 185,549 lakes across the contiguous United States from 1980 to 2020 generated using an entity-aware long short-term memory deep learning model. In-situ measurements used for model training and evaluation are from 12,227 lakes and are included as well as daily meteorological conditions and lake properties. Median per-lake estimated error found through cross validation on lakes with in-situ surface temperature observations was 1.24 degrees C. The generated dataset will be beneficial for a wide range of applications including estimations of thermal habitats and the impacts of climate change on inland lakes.",
       "descriptionType": "Abstract"
     }
   ],
   "geoLocations": [],
   "fundingReferences": [],
   "url": "https://www.sciencebase.gov/catalog/item/60341c3ed34eb12031172aa6",
   "contentUrl": null,
   "metadataVersion": 1,
   "schemaVersion": "http://datacite.org/schema/kernel-4",
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   "isActive": true,
   "state": "findable",
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   "created": "2022-02-22T18:58:04Z",
   "registered": "2022-02-22T18:58:05Z",
   "published": null,
   "updated": "2023-03-05T04:51:19Z"
 }

}