Articles | Volume 26, issue 7
https://doi.org/10.5194/hess-26-1727-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.Technical note: Using long short-term memory models to fill data gaps in hydrological monitoring networks
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- Final revised paper (published on 05 Apr 2022)
- Supplement to the final revised paper
- Preprint (discussion started on 16 May 2019)
- Supplement to the preprint
Interactive discussion
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
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![Supplement](https://www.hydrology-and-earth-system-sciences.net/supplement.gif)
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SC1: 'Short comments', Haidong Pan, 21 Jun 2019
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AC1: 'Response to short comments', Xingyuan Chen, 04 Feb 2020
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AC1: 'Response to short comments', Xingyuan Chen, 04 Feb 2020
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RC1: 'Interesting paper however there are some important questions', Gerald A Corzo P, 30 Aug 2019
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AC2: 'Response to Reviewer's comments', Xingyuan Chen, 04 Feb 2020
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AC2: 'Response to Reviewer's comments', Xingyuan Chen, 04 Feb 2020
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RC2: 'Review comments', Anonymous Referee #2, 04 Dec 2019
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AC3: 'Response to Reviewer's comments', Xingyuan Chen, 04 Feb 2020
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AC3: 'Response to Reviewer's comments', Xingyuan Chen, 04 Feb 2020
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EC1: 'Editor's Comment on hess-2019-196', Dimitri Solomatine, 09 Feb 2022
Peer-review completion
AR: Author's response | RR: Referee report | ED: Editor decision
ED: Reconsider after major revisions (further review by editor and referees) (15 Feb 2020) by Dimitri Solomatine
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
AR by Xingyuan Chen on behalf of the Authors (25 Jun 2020) 
Author's response
ED: Referee Nomination & Report Request started (13 Jul 2020) by Dimitri Solomatine
RR by Anonymous Referee #2 (14 Aug 2020)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
RR by Anonymous Referee #1 (25 Oct 2020)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
ED: Publish subject to revisions (further review by editor and referees) (04 Nov 2020) by Dimitri Solomatine
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
AR by Xingyuan Chen on behalf of the Authors (17 Apr 2021) 
Author's response
Author's tracked changes
Manuscript
ED: Referee Nomination & Report Request started (25 Apr 2021) by Dimitri Solomatine
RR by Anonymous Referee #2 (08 Jun 2021)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
RR by Gerald A Corzo P (24 Jul 2021)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
ED: Publish subject to revisions (further review by editor and referees) (28 Jul 2021) by Dimitri Solomatine
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
AR by Xingyuan Chen on behalf of the Authors (16 Sep 2021) 
Author's response
Author's tracked changes
Manuscript
ED: Referee Nomination & Report Request started (04 Oct 2021) by Dimitri Solomatine
RR by Anonymous Referee #1 (31 Oct 2021)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
RR by Anonymous Referee #3 (01 Dec 2021)
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
ED: Publish subject to revisions (further review by editor and referees) (10 Dec 2021) by Dimitri Solomatine
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)
AR by Xingyuan Chen on behalf of the Authors (22 Jan 2022) 
Author's response
Author's tracked changes
Manuscript
ED: Referee Nomination & Report Request started (09 Feb 2022) by Dimitri Solomatine
ED: Publish as is (23 Feb 2022) by Dimitri Solomatine
![](https://www.hydrology-and-earth-system-sciences.net/graphic_grey_open_symbol_running_text.jpg)