Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach

Szeląg, Bartosz; Suligowski, Roman; Studziński, Jan; De Paola, Francesco

doi:https://doi.org/10.5194/hess-24-595-2020

Articles | Volume 24, issue 2

https://doi.org/10.5194/hess-24-595-2020

© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/hess-24-595-2020

© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 24, issue 2

Research article

|

12 Feb 2020

Research article |

| 12 Feb 2020

Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach

Bartosz Szeląg, Roman Suligowski, Jan Studziński, and Francesco De Paola

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Final revised paper (published on 12 Feb 2020)
Preprint (discussion started on 29 Jul 2019)

Interactive discussion

Status: closed

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

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- Supplement

RC1: 'Comments on "Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operation: a probabilistic approach"', Anonymous Referee #1, 26 Aug 2019
- AC1: 'Interactive comment on “Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operation: a probabilistic approach” by Bartosz Szelag et al.', bartosz szeląg, 09 Sep 2019
- AC3: 'Interactive comment on “Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operation: a probabilistic approach” by Bartosz Szelag et al.', bartosz szeląg, 04 Oct 2019
RC2: 'HESS-2019-271', Anonymous Referee #2, 25 Sep 2019
- AC2: 'Interactive comment on “Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operation: a probabilistic approach” by Bartosz Szelag et al.', bartosz szeląg, 04 Oct 2019

Peer-review completion

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

ED: Reconsider after major revisions (further review by editor and referees) (17 Oct 2019) by Markus Weiler

AR by bartosz szeląg on behalf of the Authors (10 Nov 2019) Author's response Manuscript

ED: Publish subject to minor revisions (further review by editor) (02 Jan 2020) by Markus Weiler

AR by bartosz szeląg on behalf of the Authors (06 Jan 2020) Author's response Manuscript

ED: Publish as is (14 Jan 2020) by Markus Weiler

AR by bartosz szeląg on behalf of the Authors (20 Jan 2020)

Short summary

A method for linking releases of a storm overflow with the precipitation-forming mechanism, depending on air circulation, was presented. The logit model was used to simulate overflow releases, and a rainfall generator accounting for a forming mechanism was used for forecasting. It was found that the logit model is universal and can be applied to a catchment with diverse geographical characteristics and that the precipitation-forming mechanism has an impact on the operation of the storm overflow.