Dynamic scenario analysis and prediction of embodied carbon emissions in China's building sector
A hybrid interpretable machine learning model
Bibliographic Data
| ID | 11368495 |
|---|---|
| Authors | Zhike Zheng (Beijing Jiaotong University), Qing Shuang (0000-0003-2355-683X, Beijing Jiaotong University, corresponding author) |
| Year | 2026 |
| Volume | 116 |
| Pages | 108119 |
| Publication date | 2026-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Environmental Impact Assessment Review (JOURNAL) |
| Journal identifiers | ISSN: 0195-9255 • E-ISSN: 1873-6432 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.eiar.2025.108119 |
| OpenAlex | W4413143834 |
| Language | EN |
| Citations received | 3 |
| References cited | 84 |
Architectural engineering · China · Economics · Embodied cognition · Environmental economics · Greenhouse gas · Machine learning · Natural resource economics · Political science · Sustainability · Computer Science · Energy, Environment, Economic Growth · Engineering · Environmental Impact and Sustainability · Environmental Science · Artificial Intelligence · Ecology
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Scenario prediction and decoupling analysis of carbon emission in Jiangsu Province, China
The Impact of Multiple Dimensions of Urbanization on CO2 Emissions
Application of hybrid machine learning algorithms for life cycle carbon prediction and optimization of buildings
A uniform methodology of local cooling and warming effects for different urban site types
A hybrid machine learning approach for the load prediction in the sustainable transition of district heating networks
Quantifying the human cost of global warming
Ecological effects of land-use change on two sides of the Hu Huanyong Line in China
Driving factors and reduction paths dynamic simulation optimization of carbon dioxide emissions in China's construction industry under the perspective of dual carbon targets
Spatial-temporal multi-factor decomposition and two-dimensional decoupling analysis of China's carbon emissions
A coupled STIRPAT-SD model method for land-use carbon emission prediction and scenario simulation at the county level
Decomposition and decoupling analysis of carbon emissions in China's construction industry using the generalized Divisia index method
Overlooked carbon sinks in the house building industry and the influential factors
Synergy among finance, energy and CO2 emissions in a dynamic setting
China's carbon emissions trading system and energy directed technical change
Considering embodied CO2 emissions and carbon compensation cost in life cycle cost optimization of carbon-neutral building energy systems
Prospective LCA towards achieving carbon neutrality goals
Exploring the key influencing factors of low-carbon innovation from urban characteristics in China using interpretable machine learning
Drivers of China's carbon dioxide emissions
Decoding spatial patterns of urban thermal comfort
| Unique citing works | 3 |
|---|---|
| Citations per year | 3 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 3 |