date
timestamp[ns, tz=UTC]date 2022-01-01 00:00:00
2023-12-31 00:00:00
| plant_code
int64 250
66.9k
| gauge_id
stringclasses 18
values | discharge_cfs
float64 0
52.6k
| gauge_lat
float64 21.5
60.2
| gauge_lon
float64 -157.95
-69.06
|
|---|---|---|---|---|---|
2022-01-01T00:00:00
| 1,483
|
01037380
| 20.8
| 44.329167
| -69.060833
|
2022-01-02T00:00:00
| 1,483
|
01037380
| 27.4
| 44.329167
| -69.060833
|
2022-01-03T00:00:00
| 1,483
|
01037380
| 22.7
| 44.329167
| -69.060833
|
2022-01-04T00:00:00
| 1,483
|
01037380
| 18.5
| 44.329167
| -69.060833
|
2022-01-05T00:00:00
| 1,483
|
01037380
| 22
| 44.329167
| -69.060833
|
2022-01-06T00:00:00
| 1,483
|
01037380
| 34.7
| 44.329167
| -69.060833
|
2022-01-07T00:00:00
| 1,483
|
01037380
| 24.8
| 44.329167
| -69.060833
|
2022-01-08T00:00:00
| 1,483
|
01037380
| 21.4
| 44.329167
| -69.060833
|
2022-01-09T00:00:00
| 1,483
|
01037380
| 24.2
| 44.329167
| -69.060833
|
2022-01-10T00:00:00
| 1,483
|
01037380
| 24.8
| 44.329167
| -69.060833
|
2022-01-11T00:00:00
| 1,483
|
01037380
| 18.7
| 44.329167
| -69.060833
|
2022-01-12T00:00:00
| 1,483
|
01037380
| 16.7
| 44.329167
| -69.060833
|
2022-01-13T00:00:00
| 1,483
|
01037380
| 15.3
| 44.329167
| -69.060833
|
2022-01-14T00:00:00
| 1,483
|
01037380
| 13.7
| 44.329167
| -69.060833
|
2022-01-15T00:00:00
| 1,483
|
01037380
| 11.4
| 44.329167
| -69.060833
|
2022-01-16T00:00:00
| 1,483
|
01037380
| 10.3
| 44.329167
| -69.060833
|
2022-01-17T00:00:00
| 1,483
|
01037380
| 23.2
| 44.329167
| -69.060833
|
2022-01-18T00:00:00
| 1,483
|
01037380
| 52.7
| 44.329167
| -69.060833
|
2022-01-19T00:00:00
| 1,483
|
01037380
| 28.4
| 44.329167
| -69.060833
|
2022-01-20T00:00:00
| 1,483
|
01037380
| 20.3
| 44.329167
| -69.060833
|
2022-01-21T00:00:00
| 1,483
|
01037380
| 15.3
| 44.329167
| -69.060833
|
2022-01-22T00:00:00
| 1,483
|
01037380
| 12.3
| 44.329167
| -69.060833
|
2022-01-23T00:00:00
| 1,483
|
01037380
| 10.8
| 44.329167
| -69.060833
|
2022-01-24T00:00:00
| 1,483
|
01037380
| 9.98
| 44.329167
| -69.060833
|
2022-01-25T00:00:00
| 1,483
|
01037380
| 9.25
| 44.329167
| -69.060833
|
2022-01-26T00:00:00
| 1,483
|
01037380
| 8.57
| 44.329167
| -69.060833
|
2022-01-27T00:00:00
| 1,483
|
01037380
| 7.94
| 44.329167
| -69.060833
|
2022-01-28T00:00:00
| 1,483
|
01037380
| 7.44
| 44.329167
| -69.060833
|
2022-01-29T00:00:00
| 1,483
|
01037380
| 7.09
| 44.329167
| -69.060833
|
2022-01-30T00:00:00
| 1,483
|
01037380
| 6.87
| 44.329167
| -69.060833
|
2022-01-31T00:00:00
| 1,483
|
01037380
| 6.73
| 44.329167
| -69.060833
|
2022-02-01T00:00:00
| 1,483
|
01037380
| 6.64
| 44.329167
| -69.060833
|
2022-02-02T00:00:00
| 1,483
|
01037380
| 6.61
| 44.329167
| -69.060833
|
2022-02-03T00:00:00
| 1,483
|
01037380
| 8.4
| 44.329167
| -69.060833
|
2022-02-04T00:00:00
| 1,483
|
01037380
| 21.6
| 44.329167
| -69.060833
|
2022-02-05T00:00:00
| 1,483
|
01037380
| 17.2
| 44.329167
| -69.060833
|
2022-02-06T00:00:00
| 1,483
|
01037380
| 13
| 44.329167
| -69.060833
|
2022-02-07T00:00:00
| 1,483
|
01037380
| 11.4
| 44.329167
| -69.060833
|
2022-02-08T00:00:00
| 1,483
|
01037380
| 26.1
| 44.329167
| -69.060833
|
2022-02-09T00:00:00
| 1,483
|
01037380
| 46
| 44.329167
| -69.060833
|
2022-02-10T00:00:00
| 1,483
|
01037380
| 31.1
| 44.329167
| -69.060833
|
2022-02-11T00:00:00
| 1,483
|
01037380
| 28.4
| 44.329167
| -69.060833
|
2022-02-12T00:00:00
| 1,483
|
01037380
| 34.2
| 44.329167
| -69.060833
|
2022-02-13T00:00:00
| 1,483
|
01037380
| 38.2
| 44.329167
| -69.060833
|
2022-02-14T00:00:00
| 1,483
|
01037380
| 29.8
| 44.329167
| -69.060833
|
2022-02-15T00:00:00
| 1,483
|
01037380
| 26.4
| 44.329167
| -69.060833
|
2022-02-16T00:00:00
| 1,483
|
01037380
| 24.6
| 44.329167
| -69.060833
|
2022-02-17T00:00:00
| 1,483
|
01037380
| 45.8
| 44.329167
| -69.060833
|
2022-02-18T00:00:00
| 1,483
|
01037380
| 200
| 44.329167
| -69.060833
|
2022-02-19T00:00:00
| 1,483
|
01037380
| 94
| 44.329167
| -69.060833
|
2022-02-20T00:00:00
| 1,483
|
01037380
| 70
| 44.329167
| -69.060833
|
2022-02-21T00:00:00
| 1,483
|
01037380
| 58.1
| 44.329167
| -69.060833
|
2022-02-22T00:00:00
| 1,483
|
01037380
| 65.8
| 44.329167
| -69.060833
|
2022-02-23T00:00:00
| 1,483
|
01037380
| 280
| 44.329167
| -69.060833
|
2022-02-24T00:00:00
| 1,483
|
01037380
| 142
| 44.329167
| -69.060833
|
2022-02-25T00:00:00
| 1,483
|
01037380
| 102
| 44.329167
| -69.060833
|
2022-02-26T00:00:00
| 1,483
|
01037380
| 71.5
| 44.329167
| -69.060833
|
2022-02-27T00:00:00
| 1,483
|
01037380
| 58.2
| 44.329167
| -69.060833
|
2022-02-28T00:00:00
| 1,483
|
01037380
| 48.2
| 44.329167
| -69.060833
|
2022-03-01T00:00:00
| 1,483
|
01037380
| 41.4
| 44.329167
| -69.060833
|
2022-03-02T00:00:00
| 1,483
|
01037380
| 36.8
| 44.329167
| -69.060833
|
2022-03-03T00:00:00
| 1,483
|
01037380
| 33.3
| 44.329167
| -69.060833
|
2022-03-04T00:00:00
| 1,483
|
01037380
| 29.5
| 44.329167
| -69.060833
|
2022-03-05T00:00:00
| 1,483
|
01037380
| 26.1
| 44.329167
| -69.060833
|
2022-03-06T00:00:00
| 1,483
|
01037380
| 26.3
| 44.329167
| -69.060833
|
2022-03-07T00:00:00
| 1,483
|
01037380
| 38.2
| 44.329167
| -69.060833
|
2022-03-08T00:00:00
| 1,483
|
01037380
| 68.4
| 44.329167
| -69.060833
|
2022-03-09T00:00:00
| 1,483
|
01037380
| 44.2
| 44.329167
| -69.060833
|
2022-03-10T00:00:00
| 1,483
|
01037380
| 42.6
| 44.329167
| -69.060833
|
2022-03-11T00:00:00
| 1,483
|
01037380
| 43.1
| 44.329167
| -69.060833
|
2022-03-12T00:00:00
| 1,483
|
01037380
| 88.4
| 44.329167
| -69.060833
|
2022-03-13T00:00:00
| 1,483
|
01037380
| 72.1
| 44.329167
| -69.060833
|
2022-03-14T00:00:00
| 1,483
|
01037380
| 57.3
| 44.329167
| -69.060833
|
2022-03-15T00:00:00
| 1,483
|
01037380
| 54.5
| 44.329167
| -69.060833
|
2022-03-16T00:00:00
| 1,483
|
01037380
| 59.8
| 44.329167
| -69.060833
|
2022-03-17T00:00:00
| 1,483
|
01037380
| 62.6
| 44.329167
| -69.060833
|
2022-03-18T00:00:00
| 1,483
|
01037380
| 72
| 44.329167
| -69.060833
|
2022-03-19T00:00:00
| 1,483
|
01037380
| 103
| 44.329167
| -69.060833
|
2022-03-20T00:00:00
| 1,483
|
01037380
| 153
| 44.329167
| -69.060833
|
2022-03-21T00:00:00
| 1,483
|
01037380
| 121
| 44.329167
| -69.060833
|
2022-03-22T00:00:00
| 1,483
|
01037380
| 95.3
| 44.329167
| -69.060833
|
2022-03-23T00:00:00
| 1,483
|
01037380
| 78.8
| 44.329167
| -69.060833
|
2022-03-24T00:00:00
| 1,483
|
01037380
| 72
| 44.329167
| -69.060833
|
2022-03-25T00:00:00
| 1,483
|
01037380
| 113
| 44.329167
| -69.060833
|
2022-03-26T00:00:00
| 1,483
|
01037380
| 93.4
| 44.329167
| -69.060833
|
2022-03-27T00:00:00
| 1,483
|
01037380
| 80.2
| 44.329167
| -69.060833
|
2022-03-28T00:00:00
| 1,483
|
01037380
| 69.4
| 44.329167
| -69.060833
|
2022-03-29T00:00:00
| 1,483
|
01037380
| 57.3
| 44.329167
| -69.060833
|
2022-03-30T00:00:00
| 1,483
|
01037380
| 49.7
| 44.329167
| -69.060833
|
2022-03-31T00:00:00
| 1,483
|
01037380
| 46
| 44.329167
| -69.060833
|
2022-04-01T00:00:00
| 1,483
|
01037380
| 63.2
| 44.329167
| -69.060833
|
2022-04-02T00:00:00
| 1,483
|
01037380
| 68.6
| 44.329167
| -69.060833
|
2022-04-03T00:00:00
| 1,483
|
01037380
| 55.8
| 44.329167
| -69.060833
|
2022-04-04T00:00:00
| 1,483
|
01037380
| 50.5
| 44.329167
| -69.060833
|
2022-04-05T00:00:00
| 1,483
|
01037380
| 45
| 44.329167
| -69.060833
|
2022-04-06T00:00:00
| 1,483
|
01037380
| 40.8
| 44.329167
| -69.060833
|
2022-04-07T00:00:00
| 1,483
|
01037380
| 37.5
| 44.329167
| -69.060833
|
2022-04-08T00:00:00
| 1,483
|
01037380
| 296
| 44.329167
| -69.060833
|
2022-04-09T00:00:00
| 1,483
|
01037380
| 203
| 44.329167
| -69.060833
|
2022-04-10T00:00:00
| 1,483
|
01037380
| 143
| 44.329167
| -69.060833
|
End of preview. Expand
in Data Studio
USGS Streamflow Near U.S. Power Plants (2022–2023)
This dataset provides daily streamflow observations from the U.S. Geological Survey (USGS) National Water Information System (NWIS) for rivers and streams located near a sampled subset of U.S. electric power plants. It is intended for studies of hydrologic constraints on power generation, climate vulnerability analysis, and machine-learning applications requiring hydrology–infrastructure relationships.
Contents
The dataset includes:
- 13,140 daily streamflow records
- 18 matched USGS gauges
- 50 power plants sampled from the EIA-860 registry
- Daily streamflow from 2022-01-01 to 2023-12-31 (where available)
Each record represents the discharge at the nearest available USGS gauge to a specific power plant on a specific day.
Variables
| Column | Description |
|---|---|
| date | Timestamp of observation (UTC, daily mean) |
| plant_code | EIA plant identifier (from EIA-860 plant registry) |
| gauge_id | USGS site identifier |
| discharge_cfs | Mean daily discharge in cubic feet per second (CFS) |
| gauge_lat | Latitude of USGS gauge (WGS84) |
| gauge_lon | Longitude of USGS gauge (WGS84) |
Methodology
- For each sampled power plant, a bounding box of ±0.5° latitude/longitude was used to search for USGS gauges with daily discharge data (
parameterCd = 00060). - If multiple gauges were found, the closest in geographic distance was selected.
- Daily discharge was retrieved for January 1, 2022 through December 31, 2023.
- Observations were merged with plant identifiers for cross-analysis.
Source
- USGS National Water Information System (NWIS) Daily Discharge (Parameter 00060) https://waterdata.usgs.gov/nwis
Processing Notes
- Only gauges with available daily discharge time series were retained.
- Some plants have no nearby gauge; resulting dataset includes streamflow for 18 of 50 sampled plants.
- All timestamps were converted to pandas datetime format for consistency.
- All columns use lowercase snake_case formatting.
Citation
If you use this dataset, please cite:
2imi9. USGS Streamflow Near U.S. Power Plants (2022–2023). Hugging Face Datasets. https://huggingface.co/datasets/2imi9/us-power-climate-data-streamflow
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