Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

omit LRC uncertainty bootstrap on uStar scenarios except one #43

Closed
bgctw opened this issue Jul 13, 2020 · 0 comments
Closed

omit LRC uncertainty bootstrap on uStar scenarios except one #43

bgctw opened this issue Jul 13, 2020 · 0 comments

Comments

@bgctw
Copy link
Owner

bgctw commented Jul 13, 2020

Estimating the uncertainty of GPP with including the uncertainty in temperature sensitivity E0 requires a bootstrap of the data in each period, which consumes many resources. Currently, this is done for each uStar scenario in sEddyProc_sGLFluxPartitionUStarScens. However, usually only the uncertainty is inspected for only one scenario.
The uncertainty estimate is used to determine, whether parameter are within bounds, but can be computed in a cheaper manner from the Hessian of the fit. Although this is a conservative estimate, that neglects uncertainty in E0, this is sufficient for the check of parameter bounds.

Omit the expensive uncertainty estimate for other uStar scenarios except one user-specified scenario.

@bgctw bgctw closed this as completed in bc86a05 Aug 5, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant