Guangzhou Municipal Engineering Design and Research Institute

Smart Prediction of Carbon Emissions in Bridge Construction: An Empirical Study Using Multi-Dimensional Machine Learning

Transportation infrastructure construction generates substantial greenhouse gas emissions, yet construction-phase emissions from small- and medium-span concrete bridges remain difficult to quantify at the design stage. This study develops a data-driven framework for carbon accoun...