OMB Individually Reported
Conservation Effects Assessment Project
Low riskExact public inventory row
Description
The purpose of the use case is to predict the conservation effects of cropland practices in real time, with no technical skill required.
Detailed example
The model outputs predictions of sediment and nutrient change values based on conservation methods.
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
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Such models would allow field conservation planners to have real-time conservation effects on sediment and nutrients.
Controls / human review
ATO: Not reported; PIA: Not published