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Data science applications in circular economy: Trends, status, and future
The circular economy (CE) aims to decouple the growth of the economy from the
consumption of finite resources through strategies, such as eliminating waste, circulating …
consumption of finite resources through strategies, such as eliminating waste, circulating …
Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence
Energy consumption prediction is an integral part of planning and controlling energy used in
the building sector which accounts for 40% of the global energy consumption and a …
the building sector which accounts for 40% of the global energy consumption and a …
Building stock models for embodied carbon emissions—a review of a nascent field
Building stock modeling emerges as a critical tool in the strategic reduction of embodied
carbon emissions, which is pivotal in resha** the evolving construction sector. This review …
carbon emissions, which is pivotal in resha** the evolving construction sector. This review …
Satellite map** of urban built-up heights reveals extreme infrastructure gaps and inequalities in the Global South
Information on urban built-up infrastructure is essential to understand the role of cities in
sha** environmental, economic, and social outcomes. The lack of data on built-up heights …
sha** environmental, economic, and social outcomes. The lack of data on built-up heights …
Structural material demand and associated embodied carbon emissions of the United States building stock: 2020–2100
This study uses material flow analysis to estimate the material stocks and flows and
associated upfront embodied carbon emissions for gravity building structural systems in the …
associated upfront embodied carbon emissions for gravity building structural systems in the …
3D-GloBFP: The first global three-dimensional building footprint dataset
Understanding urban vertical structures, particularly building heights, is essential for
examining the intricate interaction between humans and their environment. Such datasets …
examining the intricate interaction between humans and their environment. Such datasets …
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data
The dynamics of built-up height are a crucial aspect of urban form, enabling the
characterization of urban growth patterns and the attainment of sustainable development …
characterization of urban growth patterns and the attainment of sustainable development …
A building height dataset across China in 2017 estimated by the spatially-informed approach
As a fundamental aspect of the urban form, building height is a key attribute for reflecting
human activities and human-environment interactions in the urban context. However, openly …
human activities and human-environment interactions in the urban context. However, openly …
A look at residential building stock in the United States-map** life cycle embodied carbon emissions and other environmental impact
Abstract In the United States, the largest knowledge gap concerning embodied carbon in
buildings exists at the whole building level, due to a lack of building-level data at the …
buildings exists at the whole building level, due to a lack of building-level data at the …
Identifying building function using multisource data: A case study of China's three major urban agglomerations
As crucial geographical components sha** urban landscapes, defining the functions of
buildings plays one of the pivotal roles in planning urban development and facilitating socio …
buildings plays one of the pivotal roles in planning urban development and facilitating socio …