savinims / TreeSHAP-Gassmann

Understanding the limitations of Gassmann's fluid substitution model using explainable ML

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

gassmann_ml

Understanding the limitations of Gassmann's fluid substitution model using explainable ML

This work follows several ideas presented in Feigl, M., Roesky, B., Herrnegger, M., Schulz, K., & Hayashi, M. (2022). Learning from mistakes—Assessing the performance and uncertainty in process-based models. Hydrological Processes, 36( 2), e14515. https://doi.org/10.1002/hyp.14515

About

Understanding the limitations of Gassmann's fluid substitution model using explainable ML


Languages

Language:Python 100.0%