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API Key RequiredResearch InstituteGlobal
Hydrological Forecasting Time Series
LSTM-based water quality prediction
sciencedirect.com
At a glance
- Region
- Global
- Coverage
- Multivariate prediction models
- Access
- API Key Required
- Category
- Research Institute
- Last updated
- 2025
What's inside
- Time Series
- Machine Learning
- LSTM Networks
- Forecasting
- Predictions
What you can do with it
Typical work that data of this type supports.
- 01
Coverage gaps
Find who lacks safe water or sanitation.
Because it has: LSTM Networks
- 02
Benchmarking
Compare utilities on service and losses.
- 03
Design flows
Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Failure prediction
Predict pipe bursts and plant failures before they happen.
- 02
Demand forecasts
Forecast daily demand for pumping and storage.
- 03
Flow forecasting
Train LSTM-style models on past records to forecast river levels and flow days ahead.
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