five

randomforest_final_predictions

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Figshare2025-09-01 更新2026-04-28 收录
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https://figshare.com/articles/dataset/randomforest_final_predictions/30025600
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This dataset contains the first nationwide map of building functions for Bangladesh. It classifies ~10 million structures using a robust, scalable semi-supervised learning (SSL) approach based on Random Forest. The model leverages OpenStreetMap for labels and remote sensing (VIIRS nighttime lights, GHSL, COP-DEM30) for features, providing a valuable resource for urban planning, disaster risk assessment, and sustainable development policy.
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2025-09-01
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