Dataset for "A persistent soil carbon sink induced by land use and cover change in China".
收藏官方服务:
资源简介:
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.
提供机构:
Zenodo创建时间:
2026-01-21



