National-Extent Groundwater Quality Prediction for the National Water Census and Regional Integrated Water Availability Assessments [2024 INV#WO0000000109709]
Description
provide Nationally consistent predictions of groundwater quality (salinity and nutrients) relevant for human and ecological uses and its influence on surface-water
Detailed example
predictions of groundwater quality and integration into comprehensive water-availability assessments including the National Water Census and regional Integrated Water Availability Assessments
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Nationally consistent predictions of groundwater quality can be integrated into comprehensive water-availability assessments including the National Water Census and regional Integrated Water Availability Assessments
Controls / human review
ATO: No; PIA: Not published
Data needed
Earth Science, Land Use, Climate, Water Quality, Population Density