permafrost distribution modeling

How to encode slope aspect (and other cyclic variables) in environmental ML models
Slope aspect is a predictor in many environmental machine-learning models. Here I compare strategies for dealing with problems caused by the cyclic nature of this directional variable.
Last updated on 12 Jan 2022 9 min read R, machine learning, environmental modeling, feature engineering