Estimates of lake nitrogen, phosphorus, and chlorophyll-a concentrations to characterize harmful algal bloom risk across the United States
The objective of this research was to predict nutrient, chlorophyll-a, and associated harmful algal bloom, hypoxia, and eutrophication effects in US lakes. This research used nutrient and chlorophyll-a concentration data from the National Lakes Assessment (NLA), soil, landcover, and landscape characteristic data from LakeCat, landscape nutrient data from the National Nutrient Inventory (NNI), nutrient deposition data from the National Atmospheric Deposition Program (NADP), climate data from PRISM, landscape ecosystem data from the Earth Observatory Network (EON), and lake depth data from LAGOS and the National Hydrography Dataset (NHD). Prediction data of total nitrogen, total phosphorus, and chlorophyll-a concentrations were summarized at the catchment and lake watershed scales.
Resources
5 resources available
-
CatchmentPredictions.csv
TEXT/CSV -
Data_Dictionary_Brehob_ChlaRF.xlsx
APPLICATION/VND.OPENXMLFORMATS-OFFICEDOCUMENT.SPREADSHEETML.SHEET -
Metadata_Brehob_ChlaRF.xlsx
APPLICATION/VND.OPENXMLFORMATS-OFFICEDOCUMENT.SPREADSHEETML.SHEET -
RF_Inputs_Normalized.csv
TEXT/CSV -
WatershedPredictions.csv
TEXT/CSV
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"020:00"
]
|
| contactPoint |
{
"fn": "Meredith Brehob",
"hasEmail": "mailto:brehob.meredith@epa.gov"
}
|
| description | The objective of this research was to predict nutrient, chlorophyll-a, and associated harmful algal bloom, hypoxia, and eutrophication effects in US lakes. This research used nutrient and chlorophyll-a concentration data from the National Lakes Assessment (NLA), soil, landcover, and landscape characteristic data from LakeCat, landscape nutrient data from the National Nutrient Inventory (NNI), nutrient deposition data from the National Atmospheric Deposition Program (NADP), climate data from PRISM, landscape ecosystem data from the Earth Observatory Network (EON), and lake depth data from LAGOS and the National Hydrography Dataset (NHD). Prediction data of total nitrogen, total phosphorus, and chlorophyll-a concentrations were summarized at the catchment and lake watershed scales. |
| distribution |
[
{
"title": "CatchmentPredictions.csv",
"mediaType": "text/csv",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529835/CatchmentPredictions.csv"
},
{
"title": "Data_Dictionary_Brehob_ChlaRF.xlsx",
"mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529835/Data_Dictionary_Brehob_ChlaRF.xlsx"
},
{
"title": "Metadata_Brehob_ChlaRF.xlsx",
"mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529835/Metadata_Brehob_ChlaRF.xlsx"
},
{
"title": "RF_Inputs_Normalized.csv",
"mediaType": "text/csv",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529835/RF_Inputs_Normalized.csv"
},
{
"title": "WatershedPredictions.csv",
"mediaType": "text/csv",
"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1529835/WatershedPredictions.csv"
}
]
|
| identifier | https://doi.org/10.23719/1529835 |
| keyword |
[
"Agriculture",
"Nitrogen and Co-pollutants",
"Phosphorus and Nitrogen",
"chlorophyll",
"drinking water",
"harmful algal bloom",
"lakes",
"nitrogen",
"phosphorus",
"water quality"
]
|
| license | https://pasteur.epa.gov/license/sciencehub-license.html |
| modified | 2023-11-15 |
| 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 |
null
|
| rights |
null
|
| title | Estimates of lake nitrogen, phosphorus, and chlorophyll-a concentrations to characterize harmful algal bloom risk across the United States |
