Multivariate autoregressive modelling and conditional  simulation for temporal uncertainty analysis of an urban  water system in Luxembourg

Torres-Matallana, Jairo Arturo; Leopold, Ulrich; Heuvelink, Gerard B. M.

doi:https://doi.org/10.5194/hess-25-193-2021

Articles | Volume 25, issue 1

https://doi.org/10.5194/hess-25-193-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/hess-25-193-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 25, issue 1

Research article

|

13 Jan 2021

Research article |

| 13 Jan 2021

Multivariate autoregressive modelling and conditional simulation for temporal uncertainty analysis of an urban water system in Luxembourg

Jairo Arturo Torres-Matallana, Ulrich Leopold, and Gerard B. M. Heuvelink

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Final revised paper (published on 13 Jan 2021)
Supplement to the final revised paper
Preprint (discussion started on 10 Jul 2020)

Interactive discussion

Status: closed

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

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- Supplement

RC1: 'Referee comment', Anonymous Referee #1, 31 Aug 2020
- AC1: 'Interactive comment on “Multivariate autoregressive modelling and conditional simulation for temporal uncertainty propagation in urban water systems” by Jairo Arturo Torres-Matallana et al.', J. Arturo Torres-Matallana, 15 Sep 2020
RC2: 'Review of "Multivariate autoregressive modelling and conditional simulation for temporal uncertainty propagation in urban water systems", hess-2020-342', Anonymous Referee #2, 16 Sep 2020
- AC2: 'Reply to Anonymous Referee #2', J. Arturo Torres-Matallana, 07 Oct 2020

Peer-review completion

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

ED: Publish subject to revisions (further review by editor and referees) (12 Oct 2020) by Nadav Peleg

AR by J. Arturo Torres-Matallana on behalf of the Authors (19 Oct 2020) Author's response Manuscript

ED: Referee Nomination & Report Request started (20 Oct 2020) by Nadav Peleg

RR by Anonymous Referee #2 (09 Nov 2020)

ED: Publish subject to technical corrections (10 Nov 2020) by Nadav Peleg

AR by J. Arturo Torres-Matallana on behalf of the Authors (18 Nov 2020) Author's response Manuscript

Short summary

This study aimed to select and characterise the main sources of input uncertainty in urban sewer systems, while accounting for temporal correlations of uncertain model inputs, by propagating input uncertainty through the model. We discuss the water quality impact of the model outputs to the environment, specifically in combined sewer systems, in relation to the uncertainty analysis, which constitutes valuable information for the environmental authorities and decision-makers.