Cerrado Wildfire Data Package
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This dataset supports the article A Retrospective Benchmark of Spatiotemporal Covariates for Daily Active-Fire Detection in Cerrado Conservation Units. The package provides derived modeling tables, metadata, configuration files, evaluation summaries, and figure-support tables used to audit the reported results. The study evaluates remote-sensing and environmental covariates for daily active-fire detection in Brazilian Cerrado Conservation Units and their buffer zones in Minas Gerais, Brazil. The package includes Stage 1 through Stage 4 modeling tables and independent AOI test tables in Parquet format, together with source-data manifests, split metadata, feature dictionaries, label definitions, preprocessing summaries, model-evaluation tables, and reproducibility files. Large raw source files, raw Google Earth Engine extraction outputs, raster caches, model binaries, SHAP arrays, logs, cache files, and temporary artifacts are not included when they are derivable from public data sources and documented workflows. Associated preprint: https://arxiv.org/abs/2606√.04170 Executable workflow and source code: https://github.com/julianopadua/cerrado-wildfire-prediction-reproducibility



