FengChang et al_ML Output.xlsx
Outputs from WRF, EPIC, VIC. Outputs and analysis from the ML-based model described in the paper.
This dataset is associated with the following publication:
Feng Chang, C., M. Astitha, Y. Yuan, C. Tang, P. Vlahos, V. Garcia, and U. Khaira. A New Approach to Predict Tributary Phosphorus Loads Using Machine Learning– and Physics-Based Modeling Systems. Artificial Intelligence for the Earth Systems. American Meteorological Society, Boston, MA, USA, 2(3): 1-43, (2023).
Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[
"020:00"
]
|
| contactPoint |
{
"fn": "Yongping Yuan",
"hasEmail": "mailto:yuan.yongping@epa.gov"
}
|
| description | Outputs from WRF, EPIC, VIC. Outputs and analysis from the ML-based model described in the paper. This dataset is associated with the following publication: Feng Chang, C., M. Astitha, Y. Yuan, C. Tang, P. Vlahos, V. Garcia, and U. Khaira. A New Approach to Predict Tributary Phosphorus Loads Using Machine Learning– and Physics-Based Modeling Systems. Artificial Intelligence for the Earth Systems. American Meteorological Society, Boston, MA, USA, 2(3): 1-43, (2023). |
| distribution |
[
{
"title": "FengChang et al_ML Outputs.xlsx",
"mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529548/FengChang%20et%20al_ML%20Outputs.xlsx"
}
]
|
| identifier | https://doi.org/10.23719/1529548 |
| keyword |
[
"eutrophication",
"machine learning",
"numerical prediction models",
"tributary phosphorus loads"
]
|
| license | https://pasteur.epa.gov/license/sciencehub-license-non-epa-generated.html |
| modified | 2023-07-06 |
| programCode |
[
"020:000"
]
|
| publisher |
{
"name": "U.S. EPA Office of Research and Development (ORD)",
"subOrganizationOf": {
"name": "U.S. Environmental Protection Agency",
"subOrganizationOf": {
"name": "U.S. Government"
}
}
}
|
| references |
[
"https://doi.org/10.1175/aies-d-22-0049.1"
]
|
| rights |
null
|
| title | FengChang et al_ML Output.xlsx |
