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Data and code for "Landslide susceptibility peaks at intermediate vegetation density: a global satellite analysis of critical NDVI thresholds"

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Zenodo2026-07-04 更新2026-08-01 收录
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Curated data and reproducible analysis code accompanying the manuscript "Landslide susceptibility peaks at intermediate vegetation density: a global satellite analysis of critical NDVI thresholds" (iScience, under review). The archive contains a curated global inventory of 18,028 rainfall-triggered landslides (2000–2024) with pre-failure MODIS/Sentinel-2 vegetation indices, multi-source land cover, climate zone, and SRTM-derived terrain; six consolidated R and Python scripts that reproduce the segmented-regression breakpoint detection, Random Forest validation, all sensitivity analyses, and every figure and table; and the supplementary figures and tables. Run bash run_all.sh to reproduce all results. The analysis demonstrates a unimodal, non-monotonic ("vegetation paradox") relationship in which landslide susceptibility peaks within a Critical Transition Zone at NDVI 0.769–0.868.

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Zenodo
创建时间:
2024-10-14
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