PONE-D-23-36931Exploring spatio-temporal impact of COVID-19 on citywide taxi demand: A case study of New York CityPLOS ONE

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PLOS ONE

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Partly

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2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

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3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

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4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

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5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: In order to quantify the impacts of COVID-19 on city-wide taxi demand, the authors proposed series of spatio-temporal models to explore impact mechanism of pandemic on traffic demand pattern. Some findings are useful for policymakers and stakeholders. Here are some suggestions for improvement:

1.There are some words and phrases not used properly in this article, please examine the whole article and correct them, such as line 193 of the article, " at mid night " should be changed to " at midnight ". Line 508 of the article, "was build" should be changed to "was built".

2.This study focuses on New York City. Whether the result of this study is universal in other cities. This is worth discussing.

3.The Literature Review should be updated to the past two years. More recent articles should be cited.

4.The epidemic is over, the adaptation of policies and measures in post-epidemic period should be discussed.

5.There is something wrong with the layout of the tables. The title should be placed above the table. Please examine the rest layout problems in the whole article.

Reviewer #2: This study attempted to quantify the impacts of COVID-19 on city-wide taxi demand, and a time-space taxi demand model was built on NYC’s taxi and epidemic dataset. Some interesting conclusions were also drawn in this paper. Here are some suggestions for improvement:

1. The Literature Review in the article should be enriched. There have been lots of related studies in the past two years, and these literatures should be fully cited.

2. There are too many figures in this article, and redundant images should be removed.

3. There are some typographical problems, the title of the table should be placed above the table.

4. There are many grammatical errors in this article, please examine the whole article and correct them.

5. There is something wrong with the syntax on line 120 of the article, " are illustrate " should be changed to " are illustrated".

6. The word in the text is misspelled in lines 190 and 191, “figure” should be “Figure”.

7. There is something wrong with the syntax on line 193 of the article, " at mid night " should be changed to " at midnight ".

8. There is something wrong with the syntax on line 508 of the article, "was build" should be changed to "was built".

9. The word in the text is misspelled, and in lines 528, “temporal-spatio” should be “spatio- temporal”.

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Reviewer #1: No

Reviewer #2: No

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Exploring spatio-temporal impact of COVID-19 on citywide taxi demand: A case study of New York City

PONE-D-23-36931R1

Dear Dr. Zhang,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Kind regards,

Yajie Zou

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: All comments have been addressed

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2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Yes

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3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

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4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

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5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

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6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: All my comments have been addressed. My required questions have been answered and all responses meet formatting specifications.

Reviewer #2: (No Response)

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7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: No

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