Combining satellite data and appropriate objective functions for improved spatial pattern performance  of a distributed hydrologic model

Demirel, Mehmet C.; Mai, Juliane; Mendiguren, Gorka; Koch, Julian; Samaniego, Luis; Stisen, Simon

doi:https://doi.org/10.5194/hess-22-1299-2018

Articles | Volume 22, issue 2

https://doi.org/10.5194/hess-22-1299-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/hess-22-1299-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 22, issue 2

Research article

|

20 Feb 2018

Research article |

| 20 Feb 2018

Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model

Mehmet C. Demirel, Juliane Mai, Gorka Mendiguren, Julian Koch, Luis Samaniego, and Simon Stisen

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Final revised paper (published on 20 Feb 2018)
Preprint (discussion started on 09 Oct 2017)

Interactive discussion

Status: closed

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

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RC1: 'Review of “Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model“ by Demirel et al.', Heye Bogena, 20 Oct 2017
- AC1: 'Reply to reviewer 1', Mehmet C. Demirel, 27 Dec 2017
RC2: 'Interactive comment on “Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model” by Mehmet C. Demirel et al.', Renata Romanowicz, 27 Oct 2017
- AC2: 'Reply to reviewer 2', Mehmet C. Demirel, 27 Dec 2017
RC3: 'Review of "Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model"', Giacomo Bertoldi, 06 Dec 2017
- AC3: 'Reply to reviewer 3', Mehmet C. Demirel, 27 Dec 2017

Peer-review completion

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

ED: Publish subject to revisions (further review by editor and referees) (04 Jan 2018) by Florian Pappenberger

AR by Mehmet Cüneyd Demirel on behalf of the Authors (17 Jan 2018)

ED: Publish as is (18 Jan 2018) by Florian Pappenberger

AR by Mehmet Cüneyd Demirel on behalf of the Authors (19 Jan 2018) Manuscript

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Short summary

Satellite data offer great opportunities to improve spatial model predictions by means of spatially oriented model evaluations. In this study, satellite images are used to observe spatial patterns of evapotranspiration at the land surface. These spatial patterns are utilized in combination with streamflow observations in a model calibration framework including a novel spatial performance metric tailored to target the spatial pattern performance of a catchment-scale hydrological model.