Predictions and supporting data for network-wide 7-day ahead forecasts of water temperature in the Delaware River Basin: 5) model code
This data release contains the forcings and outputs of 7-day ahead maximum water temperature forecasting models that makes predictions at 70 river reaches in the upper Delaware River Basin. This section includes code that prepares data for model training and forecasts maximum stream temperature using neural network models. Finally, the code evaluates the models using various accuracy and uncertainty metrics.
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Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[ "010:12" ] |
| contactPoint |
{ "fn": "Samantha K. Oliver", "@type": "vcard:Contact", "hasEmail": "mailto:soliver@usgs.gov" } |
| description | This data release contains the forcings and outputs of 7-day ahead maximum water temperature forecasting models that makes predictions at 70 river reaches in the upper Delaware River Basin. This section includes code that prepares data for model training and forecasts maximum stream temperature using neural network models. Finally, the code evaluates the models using various accuracy and uncertainty metrics. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Digital Data", "format": "XML", "accessURL": "https://doi.org/10.5066/P9NVEA4V", "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.6487548dd34ef77fcafe1753.xml" } ] |
| identifier | http://datainventory.doi.gov/id/dataset/USGS_6487548dd34ef77fcafe1753 |
| keyword |
[ "NY", "New York", "PA", "Pennsylvania", "US", "USGS:6487548dd34ef77fcafe1753", "United States", "deep learning", "environment", "forecast", "hybrid modeling", "inlandWaters", "machine learning", "modeling", "reservoirs", "streams", "temperature", "water", "water resources" ] |
| modified | 2023-06-21T00:00:00Z |
| publisher |
{ "name": "U.S. Geological Survey", "@type": "org:Organization" } |
| spatial | -75.4941249931883, 41.4496528689912, -74.380785128688, 42.4544544671721 |
| theme |
[ "geospatial" ] |
| title | Predictions and supporting data for network-wide 7-day ahead forecasts of water temperature in the Delaware River Basin: 5) model code |
