Extending and improving regionalized winter wheat and silage maize yield regression models for Germany: Enhancing the predictive skill by panel definition through cluster analysis

- We introduce parameter-based clustering of separate time series models.
- The predictive power increases depending on the cluster analysis method.
- Spatial correspondencies between different clusterings could be observed.