OMB Individually Reported
Forest responses to climate change
Low riskExact public inventory row
Description
This work explores a variety of Physics-Guided ML techniques to contribute to terrestrial ecosystem and carbon cycle modeling and related fields.
Detailed example
Predictions
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
Forest responses to climate change
Controls / human review
ATO: Not reported; PIA: Not published