Process-based water temperature predictions in the Midwest US: 5 Model prediction data
Multiple modeling frameworks were used to predict daily temperatures at 0.5m depth intervals for a set of diverse lakes in the U.S. states of Minnesota and Wisconsin. General Lake Model verion 2 process-Based (PB) models were configured and calibrated with training data to reduce root-mean squared error for 449 lakes (PBALL). Uncalibrated models used default configurations (PB0; see Winslow et al. 2016 for details) and no parameters were adjusted according to model fit with observations for 7,150 lakes.
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Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[
"010:12"
]
|
| contactPoint |
{
"fn": "Jordan S. Read",
"@type": "vcard:Contact",
"hasEmail": "mailto:jread@usgs.gov"
}
|
| description | Multiple modeling frameworks were used to predict daily temperatures at 0.5m depth intervals for a set of diverse lakes in the U.S. states of Minnesota and Wisconsin. General Lake Model verion 2 process-Based (PB) models were configured and calibrated with training data to reduce root-mean squared error for 449 lakes (PBALL). Uncalibrated models used default configurations (PB0; see Winslow et al. 2016 for details) and no parameters were adjusted according to model fit with observations for 7,150 lakes. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Digital Data",
"format": "XML",
"accessURL": "https://doi.org/10.5066/P9CA6XP8",
"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.5db819a8e4b0b0c58b5a4c45.xml"
}
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|
| identifier | http://datainventory.doi.gov/id/dataset/USGS_5db819a8e4b0b0c58b5a4c45 |
| keyword |
[
"IA",
"IL",
"IN",
"Illinois",
"Indiana",
"Iowa",
"MI",
"MN",
"MO",
"Michigan",
"Minnesota",
"Missouri",
"ND",
"NE",
"Nebraska",
"North Dakota",
"OH",
"Ohio",
"SD",
"South Dakota",
"US",
"USGS:5db819a8e4b0b0c58b5a4c45",
"United States",
"WI",
"Wisconsin",
"climate change",
"environment",
"hybrid modeling",
"inlandWaters",
"modeling",
"reservoirs",
"temperate lakes",
"temperature",
"thermal profiles",
"water",
"water resources"
]
|
| modified | 2021-07-27T00:00:00Z |
| publisher |
{
"name": "U.S. Geological Survey",
"@type": "org:Organization"
}
|
| spatial | -104.016631682319, 37.1076610090681, -83.0716153148296, 49.3749961973185 |
| theme |
[
"geospatial"
]
|
| title | Process-based water temperature predictions in the Midwest US: 5 Model prediction data |
