Altitude influences the spatial pattern of soil organic carbon (SOC) in the Chinese Loess Plateau.
Vegetation restoration has significantly enhanced SOC sequestration in recent decades.
Spatial variability of SOC is highly heterogeneous due to complex topography and landscapes.
NDVI can improve the prediction accuracy of the spatial pattern of SOC in the Loess Plateau.