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Digital deepening and carbon outcomes in China’s production network using an integrated framework combining decoupling and decomposition analyses with probabilistic STIRPAT projections

Crossref DOI link: https://doi.org/10.1038/s41598-026-50452-y

Published Online: 2026-04-26

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Huang, Yuzhuo

Li, Xiang

Matsumoto, Ken’ichi
Funding

Funding for this research was provided by:

Heze University (XY24BS19)

Heze University (XY23BS47)
License Information

Text and Data Mining valid from 2026-04-26

Accepted Manuscript valid from 2026-04-26
More Information

Article History

Received: 15 February 2026

Accepted: 21 April 2026

First Online: 26 April 2026

Declarations

:

: The authors declare no competing interests.

: Ethical approval was not required for this study as it did not involve research with human participants or data collected from human participants.

: The nature of this study did not necessitate informed consent, as no human participants were involved in the research or data collection process.

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