Preprint
Aug 2026
Cross-View Urban Sensing: Mapping Subjective Streetscape Perception via AlphaEarth Embeddings and Urban Context
CVLNet is presented, a Cross-View Learning Network that predicts street-level perception from AlphaEarth embeddings and multi-source urban contextual data without requiring SVI at inference, enabling a more comprehensive assessment of urban environmental inequality.
Peilin Li, Pengfei Chen, Jing-Yu Wang et al.
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