Data assimilation of in situ and satellite remote sensing data to 3D hydrodynamic lake models: a case study using Delft3D-FLOW v4.03 and OpenDA v2.4

Baracchini, Theo; Chu, Philip Y.; Šukys, Jonas; Lieberherr, Gian; Wunderle, Stefan; Wüest, Alfred; Bouffard, Damien

doi:https://doi.org/10.5194/gmd-13-1267-2020

Articles | Volume 13, issue 3

https://doi.org/10.5194/gmd-13-1267-2020

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

Special issue:

Modelling lakes in the climate system (GMD/HESS inter-journal...

https://doi.org/10.5194/gmd-13-1267-2020

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

Articles | Volume 13, issue 3

Development and technical paper

|

17 Mar 2020

Development and technical paper |

| 17 Mar 2020

Data assimilation of in situ and satellite remote sensing data to 3D hydrodynamic lake models: a case study using Delft3D-FLOW v4.03 and OpenDA v2.4

Theo Baracchini, Philip Y. Chu, Jonas Šukys, Gian Lieberherr, Stefan Wunderle, Alfred Wüest, and Damien Bouffard

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Final revised paper (published on 17 Mar 2020)
Preprint (discussion started on 21 Mar 2019)

Interactive discussion

Status: closed

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

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- Supplement

SC1: 'Executive Editor Comment on gmd-2019-47', Astrid Kerkweg, 24 Apr 2019
- SC2: 'Reply to Executive Editor Comment on gmd-2019-47', Theo Baracchini, 03 May 2019
RC1: 'Suggested Revisions', Anonymous Referee #1, 09 Sep 2019
- SC3: 'reply to Anonymous Referee #1', Damien Bouffard, 10 Sep 2019
  - AC1: 'AC2 Response to Reviewer 2', Damien Bouffard, 12 Oct 2019
- AC2: 'AC1 Response to Reviewer 1', Damien Bouffard, 12 Oct 2019
RC2: 'REferee Comment', Anonymous Referee #2, 11 Sep 2019
- AC1: 'AC2 Response to Reviewer 2', Damien Bouffard, 12 Oct 2019

Peer-review completion

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

AR by Damien Bouffard on behalf of the Authors (23 Oct 2019) Author's response Manuscript

ED: Reject (19 Nov 2019) by Adrian Sandu

ED: Publish subject to minor revisions (review by editor) (03 Dec 2019) by Adrian Sandu

AR by Damien Bouffard on behalf of the Authors (10 Dec 2019) Author's response

ED: Publish as is (10 Feb 2020) by Adrian Sandu

AR by Damien Bouffard on behalf of the Authors (10 Feb 2020)

Short summary

Lake physical processes occur at a wide range of spatiotemporal scales. 3D hydrodynamic lake models are the only information source capable of solving those scales; however, they still need observations to be calibrated and to constrain their uncertainties. The optimal combination of a 3D hydrodynamic model, in situ measurements, and remote sensing observations is achieved through data assimilation. Here we present a complete data assimilation experiment for lakes using open-source tools.