Streamflow Occurrence for 182 Sites in the Attert Catchment, Luxembourg (GFZ Data Services)
High-resolution time series of streamflow occurrence (presence/absence of flow) from 182 sites across ephemeral, intermittent and perennial streams in the 247 km2 Attert catchment (Luxembourg/Belgium), 2013-2017, measured via time-lapse imagery, conductivity and stage sensors. Free download (CC BY 4.0) from GFZ Data Services.
dataservices.gfz-potsdam.de
At a glance
- Region
- Luxembourg (Europe)
- Coverage
- 182 sites, 2013-2017
- Access
- Free
- Category
- Research Institute
- Last updated
- 2019
What's inside
- streamflow occurrence
- stage
- electrical conductivity
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: streamflow occurrence
- 02
Low flows
Set environmental flows and check what is left in the river in a dry year.
- 03
No-gauge areas
Monitor places with no ground stations.
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
Segmentation
Map water, crops and land use pixel by pixel with deep learning.
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