A random forest-based model for the prediction of construction-stage carbon emissions at the early design stage
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Strategy and Management,General Environmental Science,Renewable Energy, Sustainability and the Environment
Reference85 articles.
1. Integrated framework for estimating, benchmarking, and monitoring pollutant emissions of construction operations;Ahn;J. Construct. Eng. Manag.,2013
2. Energy consumption and efficiency in buildings: current status and future trends;Allouhi;J. Clean. Prod.,2015
3. Sustainable design model for analysis of relationships among building height, CO2 emissions, and cost of core walls in office buildings in Korea;An;Build. Environ.,2019
4. Life cycle carbon dioxide assessment tool for buildings in the schematic design phase;Baek;Energy Build.,2013
5. Application of life-cycle assessment to early stage building design for reduced embodied environmental impacts;Basbagill;Build. Environ.,2013
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