Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning

Oliveira, A. B. D. F., Castelli, M., & Suel, E. (2025). Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning. Discover Cities, 2, Article 66. https://doi.org/10.1007/s44327-025-00109-8 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152 - Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS

Publication Details

Journal
Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Published
2025-08-29
Primary Topic
Impact of Light on Environment and Health
Type
article
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article

Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning

Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Impact of Light on Environment and Health
article

Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning

article en

Abstract

Oliveira, A. B. D. F., Castelli, M., & Suel, E. (2025). Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning. Discover Cities, 2, Article 66. https://doi.org/10.1007/s44327-025-00109-8 --- This work was supported by national funds through FCT (Fundação para a Ciência e a Tecnologia), under the project - UIDB/04152 - Centro de Investigação em Gestão de Informação (MagIC)/NOVA IMS

Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)
Sustainable cities and communities
Openalex Percentile: Top 39%
Impact of Light on Environment and Health
Open Access PDFOpenAlex
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Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning · Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa) (2025) | TGRS Research Map | TGRS