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Revealing the nonlinear effects of traditional rural streetscape features on visual quality based on the XGBoost-SHAP model

Lanhong Ren, Wei Xiong, Jie Li, Aihemaiti Namaiti, Jie Zhuang

2025Environmental Impact Assessment Review5 citationsDOI

Topics & Concepts

BottleneckContext (archaeology)Quality (philosophy)GeographyRural areaHuman visual system modelComputer scienceSalientEnvironmental resource managementFeature (linguistics)Cognitive psychologyCultural heritageEmpowermentVisual perceptionPsychologyArtificial intelligenceEnvironmental planningNeurocognitiveUrban Green Space and HealthColor perception and designUrban Design and Spatial Analysis
Revealing the nonlinear effects of traditional rural streetscape features on visual quality based on the XGBoost-SHAP model | Litcius