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1 Introduction Soil erosion represents one of the most complex and pressing environmental challenges globally, threatening ecological security, land productivity, and sustainable development (Chu et al. 2023). Accurate spatiotemporal prediction of soil erosion and associated soil organic carbon (SOC) loss is critical for effective land management and ecological conservation, particularly in ecologically fragile mountain environments.
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