What question did this study set out to answer?

To examine the spatiotemporal patterns and emotional intensity of online noise complaints to uncover blind spots in urban noise management.

August 19, 2026Scientific ReportsOpen Access

Spatiotemporal dynamics of urban noise complaints link emotion, space, and management pathways

View Full Paper

Ask AI

Bookmark

Authors

YCYang-Sheng CaiFujian University of Technology FPFang PengFujian University of Technology NLNi-Ping LiuFujian University of Technology

Discussion

Member takes

Implication

Spatiotemporal and sentiment analysis reveals a mismatch between complaint density and emotional intensity in urban residents, suggesting public emotion reveals hidden environmental stress blind...

Key Points

To examine the spatiotemporal patterns and emotional intensity of online noise complaints to uncover blind spots in urban noise management.
Applied sentiment analysis alongside spatial and temporal distribution analyses to evaluate online noise complaints in Guangzhou, China.
Noise complaint volumes followed distinct temporal patterns, peaking in winter, on weekdays, and during daytime and late-night hours.
A spatial mismatch was identified between complaint density and emotional intensity; complaint volume concentrated in the central city, but the most severe negative emotions emerged in developing urban-rural and port-industry integration zones.

Cite This Study

Cai et al. (2026) studied this question.

synapsesocial.com/papers/6a85642503308d306e2d7b91 https://doi.org/10.1038/s41598-026-66256-z

View Full Paper

Ask AI

Bookmark

Implication

Spatiotemporal and sentiment analysis reveals a mismatch between complaint density and emotional intensity in urban residents, suggesting public emotion reveals hidden environmental stress blind...

Spatiotemporal dynamics of urban noise complaints link emotion, space, and management pathways

Discussion

Member takes

Implication

Key Points

Cite This Study

Spatiotemporal dynamics of urban noise complaints link emotion, space, and management pathways

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider