Our work with invasive plant species has progressed steadily over recent months. Following the completion of our first prototype of suitability maps based on environmental data cubes and occurrence data, we have shifted focus to understanding which variables most influence habitat suitability. To achieve this, we have implemented the SHAP approach, which helps explain model predictions with greater clarity. Below is an example visualization for Japanese Knotweed
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