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Multimodal large language models, street view images and urban policy-intelligence: recovering the sustainability effects of redlining

Abstract Using Google Street View imagery, we explore the capabilities of a multimodal large language model and semantic segmentation to construct neighborhood measures that accurately: (i) identify the co-location of sustainability deficits; and (ii) recover effects of place-based interventions. We...

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Detalhes bibliográficos
Principais autores: Anthony Howell, Nancy Wu, Sharmistha Bagchi-Sen, Yushim Kim, Qian Chayn Sun
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2026-03-01
coleção:npj Urban Sustainability
Acesso em linha:https://doi.org/10.1038/s42949-026-00380-7
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