Anomalies of dwellers' collective geotagged behaviors  in response to rainstorms: a case study of eight cities  in China using smartphone location data

Yi, Jiawei; Du, Yunyan; Liang, Fuyuan; Pei, Tao; Ma, Ting; Zhou, Chenghu

doi:https://doi.org/10.5194/nhess-19-2169-2019

Articles | Volume 19, issue 10

https://doi.org/10.5194/nhess-19-2169-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/nhess-19-2169-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 19, issue 10

Research article

|

08 Oct 2019

Research article |

| 08 Oct 2019

Anomalies of dwellers' collective geotagged behaviors in response to rainstorms: a case study of eight cities in China using smartphone location data

Jiawei Yi, Yunyan Du, Fuyuan Liang, Tao Pei, Ting Ma, and Chenghu Zhou

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Final revised paper (published on 08 Oct 2019)
Preprint (discussion started on 03 Jun 2019)

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

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- Supplement

RC1: 'minor revision', Anonymous Referee #1, 17 Jun 2019
- AC1: 'Responses to reviewer 1', Jiawei Yi, 01 Aug 2019
RC2: 'I recommend for the publication of the paper. Meanwhile, some minor suggestions are followed', Anonymous Referee #2, 23 Jul 2019
- AC2: 'Responses to reviewer 2', Jiawei Yi, 01 Aug 2019

Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision

ED: Publish subject to minor revisions (review by editor) (19 Aug 2019) by Gregor C. Leckebusch

AR by Jiawei Yi on behalf of the Authors (25 Aug 2019) Author's response Manuscript

ED: Publish subject to minor revisions (review by editor) (04 Sep 2019) by Gregor C. Leckebusch

AR by Jiawei Yi on behalf of the Authors (07 Sep 2019) Author's response Manuscript

ED: Publish as is (11 Sep 2019) by Gregor C. Leckebusch

AR by Jiawei Yi on behalf of the Authors (12 Sep 2019)

Short summary

This paper utilized the advantages of smartphone location data to study human responses to rainstorm disasters. Intense rainstorms disrupt city residents' behaviors as reflected in anomalies of location-based service requests. Anomaly identification from fine-scale smartphone location data facilitates the monitoring of social responses to rainstorms. Residents' collective geotagged behaviors in different cities show different sensitivities to rainstorms.