Solarsam: Building-Scale Photovoltaic Potential Assessment Based on Segment Anything Model (Sam) and Remote Sensing for Emerging City

Li, Guanglei; Wang, Guohao; Luo, Tengqi; Hu, Yuxiao; Wu, Shouyuan; Gong, Guanghui; Song, Chenchen; Guo, Zhiling; Liu, Zhengguang

doi:10.2139/ssrn.4881862

2024

DOI: 10.2139/ssrn.4881862

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Solarsam: Building-Scale Photovoltaic Potential Assessment Based on Segment Anything Model (Sam) and Remote Sensing for Emerging City

Guanglei Li,

Guohao Wang,

Tengqi Luo

et al.

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A comprehensive review of building lifecycle carbon emissions and reduction approaches

Wang,

Luo,

Luo

et al. 2024

City Built Enviro

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This paper presents a comprehensive review of building lifecycle carbon emissions (CEBL) and reduction approaches, analyzing over 300 recent publications and engaging in in-depth discussion of more than 100 key studies. The review systematically examines CO2 emissions across all stages of a building's lifecycle, from material production and transportation to construction, operation, demolition, and material recycling. While existing research highlights the significance of operational energy efficiency, this review reveals critical research gaps in quantifying transportation emissions, accounting for on-site equipment emissions during construction, and addressing the unique characteristics of non-residential buildings. Furthermore, the paper underscores the urgent need for improved construction waste management practices, especially in developing countries where landfilling remains prevalent. For the building carbon reduction approaches, promising building carbon emission reduction approaches include leveraging carbon dioxide sinks, implementing integrated energy systems, integrating building-integrated photovoltaics (BIPV), and enacting effective policy interventions are separately discussed. By revealing data and theoretical limitations within current research, this review calls for more integrated and context-specific approaches to CEBL assessment, paving the way for a more sustainable built environment.

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A comprehensive review of building lifecycle carbon emissions and reduction approaches

Wang,

Luo,

Luo

et al. 2024

City Built Enviro

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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Solarsam: Building-Scale Photovoltaic Potential Assessment Based on Segment Anything Model (Sam) and Remote Sensing for Emerging City

Cited by 1 publication

References 32 publications

A comprehensive review of building lifecycle carbon emissions and reduction approaches

A comprehensive review of building lifecycle carbon emissions and reduction approaches

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