Urban fabric decoded: High-precision building material identification via deep learning and remote sensing

Urban fabric decoded: High-precision building material identification via deep learning and remote sensing

Precise identification and categorization of building materials are essential for informing strategies related to embodied carbon reduction, building retrofitting, and circularity in urban environments. However, existing building material databases are typically limited to individual projects or spe...

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Bibliographic Details
Main Authors: Kun Sun, Qiaoxuan Li, Qiance Liu, Jinchao Song, Menglin Dai, Xingjian Qian, Srinivasa Raghavendra Bhuvan Gummidi, Bailang Yu, Felix Creutzig, Gang Liu
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Environmental Science and Ecotechnology
Subjects:
Building material intensity
Built environment
Streetview image
Remote sensing
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S266649842500016X
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