[HTML][HTML] Spatiotemporal dynamics and key drivers of carbon emissions in regional construction sectors: Insights from a Random Forest Model

Z Yu, Q Kanwal, M Wang, A Nurdiawati… - Cleaner Environmental …, 2025 - Elsevier
Carbon emissions are a substantial global issue, and the construction sector is a significant
contributor to this rising trend. This research utilizes the Random Forest Model, a …

Interpretable machine learning method empowers dynamic life cycle impact assessment: A case study on the carcinogenic impact of coal power generation

S Wang, T Zhang, Z Li, K Wang, J Hong - … Impact Assessment Review, 2025 - Elsevier
Life cycle impact assessment (LCIA) is a crucial tool for sustainable development, cleaner
production, and policymaking globally. However, traditional static LCIA methods rely on …

[PDF][PDF] Cleaner Environmental Systems

Z Yu, Q Kanwal, M Wang, A Nurdiawati, SG Al-Ghamdi - researchgate.net
Carbon emissions are a substantial global issue, and the construction sector is a significant
contributor to this rising trend. This research utilizes the Random Forest Model, a …