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Existing research on carbon emission calculations primarily focuses on buildings and roads, neglecting vegetation in carbon sequestration within cities. While traditional studies acknowledge the role of vegetation in carbon emissions, energy consumption optimization tends to prioritize the spatial arrangement of vegetation between roads and buildings. Therefore, this project aims to coordinate optimization among the “building-road-plant” elements, constructing a set of overall designs with better carbon emission predictions and sunlight analysis.

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Optimal Design of GAN Generative Master Plan Based on Plant Carbon Sink Performance and Building Energy Consumption Calculation

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  • 发表日期：

    2025年

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  • Jiawei Yao

摘要

Existing research on carbon emission calculations primarily focuses on buildings and roads, neglecting vegetation in carbon sequestration within cities. While traditional studies acknowledge the role of vegetation in carbon emissions, energy consumption optimization tends to prioritize the spatial arrangement of vegetation between roads and buildings. Therefore, this project aims to coordinate optimization among the “building-road-plant” elements, constructing a set of overall designs with better carbon emission predictions and sunlight analysis.