OMB Individually Reported
Soil Moisture Modeling
Low riskExact public inventory row
Description
Machine learning solves issues with soil moisture by enhancing accuracy and efficiency in data analysis
Detailed example
Multi-layer soil moisture model/prediction
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
The ability to determine evapotranspiration rates on disposal cell cover using publicly available data from satellites.
Audit / financial statement impact
This AI use case does not serve as a principal basis for decisions or actions with legal, material, and binding
Controls / human review
ATO: No; PIA: Not published
Data needed
Data is held back from the models to validate model outputs.