Bidirectional yet asymmetric causality between urban systems and traffic dynamics in 30 cities worldwide

Yatao Zhang, Ye Hong, Song Gao, Martin Raubal

Open source

DOI: 10.1038/s41467-026-71377-0
Published: 2026-04-01
Container: Nature Communications
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-71377-0,
  title = {Bidirectional yet asymmetric causality between urban systems and traffic dynamics in 30 cities worldwide},
  author = {Yatao Zhang and Ye Hong and Song Gao and Martin Raubal},
  year = {2026},
  journal = {Nature Communications},
  doi = {10.1038/s41467-026-71377-0},
  url = {https://doi.org/10.1038/s41467-026-71377-0}
}

RIS

TY  - JOUR
TI  - Bidirectional yet asymmetric causality between urban systems and traffic dynamics in 30 cities worldwide
AU  - Yatao Zhang
AU  - Ye Hong
AU  - Song Gao
AU  - Martin Raubal
PY  - 2026
JO  - Nature Communications
DO  - 10.1038/s41467-026-71377-0
UR  - https://doi.org/10.1038/s41467-026-71377-0
ER  -

APA

Zhang, Y., Hong, Y., Gao, S., & Raubal, M. (2026). Bidirectional yet asymmetric causality between urban systems and traffic dynamics in 30 cities worldwide. Nature Communications. https://doi.org/10.1038/s41467-026-71377-0

Source records

crossref · retrieved 2026-09-26T13:02:41.769Z