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Shangheng Yao

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Open access Sep 2026

Assessing global carbon mitigation benefits of wind power with spatiotemporal characteristics and production-deployment pathways

As wind power capacity continues expanding, its carbon-reduction effectiveness increasingly hinges on the spatiotemporal alignment of production, deployment, and power systems. However, these dimensions are assessed separately, and the role of spatiotemporal interactions in shaping carbon mitigation benefits remains un...

Jing-Yan Yang, Shangheng Yao, Chao-Jun Li et al. · 0 citations
Open access 2026

Carbon Footprint Accounting Driven by Large Language Models and Retrieval-Augmented Generation

LLMs-RAG-CFA, a unified framework that combines large language models with retrieval-augmented generation (RAG) to deliver real-time, reliable, cost-efficient, and privacy-preserving CFA, offers a scalable, practical pathway for real-time carbon emission monitoring and supports improved sustainability practices.

H.-J. Wang, M.-R. Zhang, Z. Chen et al. · 0 citations

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