Juneau Stream Chemistry and Discharge for Inorganic Carbon Flux (Ag Data Commons)
Stream chemistry and discharge measurements used to calculate inorganic carbon flux from streams near Juneau, Alaska, published in the USDA National Agricultural Library Ag Data Commons repository.
agdatacommons.nal.usda.gov
At a glance
- Region
- United States (North America)
- Coverage
- Juneau, Alaska
- Access
- Free
- Category
- Government
- Last updated
- 2024
What's inside
- Stream chemistry
- Discharge
- Carbon flux
Terms explained
What you can do with it
Typical work that data of this type supports.
- 01
Design flows
Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.
Because it has: Discharge
- 02
Low flows
Set environmental flows and check what is left in the river in a dry year.
- 03
Hotspots and trends
Find where contamination is high and whether it is getting worse.
Because it has: Stream chemistry
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Flow forecasting
Train LSTM-style models on past records to forecast river levels and flow days ahead.
- 02
Ungauged basins
Combine with catchment data to estimate flow where there is no gauge.
- 03
Risk maps
Predict contamination where no samples exist, from geology, land use and climate.
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