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Perimeter-ring tautology diagnostic: scripts and derived cell-to-cell tables for the Eastern Hills of Bogota, Next Day Wildfire Spread and WildfireSpreadTS

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Zenodo2026-08-08 更新2026-08-13 收录
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Code and derived data supporting the article "A Geometric Baseline for Cell-to-Cell Wildfire-Spread Classification: The Perimeter-Ring Effect Across Andean and Continental Corpora". The record contains the scripts that run every reported experiment and the derived tables they produce. The continental replications run end to end from their public sources. The Andean scripts read two cell-to-cell tables built from the UAECOB incident registry, which is not redistributed here because its terms of use rest with the Bogota fire service, so they regenerate the Andean numbers once a requester has obtained that registry and rebuilt those tables with the pipeline included here. How to run it Unzip the archive and run any script from code/. Paths resolve against the record itself through code/rutas.py, so nothing points at the machine where the work was done. Figures are written to figures/. Environment Python 3.12 with xgboost 3.3, scikit-learn 1.9, scipy and pandas. No commercial component. The Andean experiments run in under 5 minutes on a laptop and need no graphics processing unit. The continental replication was run with one GPU for the gradient-boosted fit on 2.5 million rows and completes on CPUs alone at a longer wall-clock cost. Licences Source code in code/ is licensed under the Apache License 2.0. Derived data in data/ are licensed under CC BY 4.0.

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2026-08-08
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