遇见数据集

Dataset for "A persistent soil carbon sink induced by land use and cover change in China".

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Zenodo2026-01-21 更新2026-05-26 收录
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We created an extensive SOC dataset through pairwise field sampling (with vs. without LUCC), integrating a large-scale field survey with a thorough literature synthesis. Leveraging this dataset, we developed an integrated extreme gradient boosting (XGBoost) and Shapley additive explanation (SHAP) approach to gain data-driven insights into the factors regulating the spatiotemporal variations of ΔSOCD. By coupling pixel-level predictions across China with reconstructed annual land conversion trajectories derived from high-resolution land-use datasets, we quantified the national-scale SOC budget induced by historical LUCC and evaluate its contribution to China's terrestrial carbon cycle.

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Zenodo
创建时间:
2026-01-21
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