Reproducibility Materials for "When Does Ecological Information Matter for Production Planning?

This repository contains compact reproducibility materials supporting the study “When Does Ecological Information Matter for Production Planning? Machine Learning and Robust Optimization under Temporal Drift.” The archive includes non-restricted derived analytical data and verification code for the principal predictive-information, temporal-drift, ecological-screen, robust-production, and decision-value results reported in the manuscript and Online Supplement. It also includes the source data and reproduction script for Supplementary Figure S1. Raw third-party source datasets are not redistributed. These data remain available from the original providers cited in the manuscript, including Agreste/Eurostat, ERA5-Land, Sentinel-2, CORINE, LUCAS Topsoil, and related official sources, subject to their respective access and redistribution terms. During double-anonymized peer review, the files are maintained under restricted access. Access may be provided to the journal editor upon request. The record is intended for public release after acceptance, subject to source-specific redistribution conditions.