Consistent Workflows for Assessing Model Performance

Tools and Applications to Natural Climate Solutions

Michael J Mahoney

mjmahone@esf.edu

About Me

• Mike Mahoney

• PhD candidate in environmental science

• Research assistant, CAFRI

• Applied spatial ML, visualization

• These slides: mm218.dev/agu2023waywiser

Spatial models predict at different resolutions than stakeholders need

Spatial models often rely on convenience samples

Thank you!

Find me online:

mm218.dev

@mikemahoney218

@MikeMahoney218@fosstodon.org

waywiser package:

Methods preprint: