Minghao Zuo

Nonlinear river distance effects on housing prices: Integrating XGBoost and GeoShapley for spatially explicit valuation

Urban river landscapes not only provide recreational and aesthetic benefits but also generate tangible market value. Quantifying the externalities of such amenities on housing prices is critical for evidence-based policy making and spatial planning. Focusing on Tianjin's six cent...