Xue Liu

Probabilistic Assessment of Carbon Storage Response to Reduction Planning for Sustainable Development in Shanghai: A Coupled Bidirectional CA and MC-InVEST Approach

China’s megacities are increasingly adopting land reduction planning, yet most land cover simulations remain expansion-oriented and InVEST assessments often overlook carbon density uncertainty. To address these limitations, this study developed an integrated framework coupling a...

Study on the Differentiation of Microbial Communities Under Different Soil Types in the Typical Black Soil Area of Songnen Plain

Soil type imposes multilayered environmental filtering via physical structure, chemical properties, and resource availability, shaping microbial community assembly. Using 70 samples (black soil n = 27, meadow soil n = 32, and brown soil n = 11) from a typical black soil region of...