OMB Individually Reported
Inventorying landforms with convolutional neural networks [2024 INV#WO0000000108738; WO0000000109117]
Low riskExact public inventory row
Description
efficiently identify and inventory these features landform features from LiDAR derived topographic data images
Detailed example
inventory of landform features
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
efficient identification of landform features
Controls / human review
ATO: No; PIA: Not published
Data needed
Digital elevation models