A global monthly climatology of total alkalinity: a neural network approach

Broullón, Daniel; Pérez, Fiz F.; Velo, Antón; Hoppema, Mario; Olsen, Are; Takahashi, Taro; Key, Robert M.; Tanhua, Toste; González-Dávila, Melchor; Jeansson, Emil; Kozyr, Alex; van Heuven, Steven M. A. C.

doi:https://doi.org/10.5194/essd-11-1109-2019

Articles | Volume 11, issue 3

https://doi.org/10.5194/essd-11-1109-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-11-1109-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 11, issue 3

31 Jul 2019

| 31 Jul 2019

A global monthly climatology of total alkalinity: a neural network approach

Daniel Broullón, Fiz F. Pérez, Antón Velo, Mario Hoppema, Are Olsen, Taro Takahashi, Robert M. Key, Toste Tanhua, Melchor González-Dávila, Emil Jeansson, Alex Kozyr, and Steven M. A. C. van Heuven

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Final revised paper (published on 31 Jul 2019)
Supplement to the final revised paper
Preprint (discussion started on 26 Oct 2018)
Supplement to the preprint

Interactive discussion

Status: closed

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

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- Supplement

RC1: 'Reviewer of Broullón et al “A global monthly climatology of total alkalinity: a neural network approach”', Anonymous Referee #1, 10 Dec 2018
- AC1: 'Reply to Anonymous Referee #1', Daniel Broullón, 26 Feb 2019
RC2: 'Review: A global monthly climatology of total alkalinity: a neural network approach', Anonymous Referee #2, 18 Dec 2018
- AC2: 'Reply to Anonymous Referee #2', Daniel Broullón, 26 Feb 2019
RC3: 'Review of 'A global monthly climatology of total alkalinity: a neural network approach'', Anonymous Referee #3, 19 Dec 2018
- AC3: 'Reply to Anonymous Referee #3', Daniel Broullón, 26 Feb 2019

Peer-review completion

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

AR by Daniel Broullón on behalf of the Authors (27 Feb 2019) Author's response Manuscript

ED: Referee Nomination & Report Request started (01 Mar 2019) by David Carlson

RR by Anonymous Referee #1 (20 Mar 2019)

RR by Anonymous Referee #3 (05 Apr 2019)

ED: Reconsider after major revisions (08 Apr 2019) by David Carlson

AR by Daniel Broullón on behalf of the Authors (20 Jun 2019) Author's response Manuscript

ED: Publish as is (03 Jul 2019) by David Carlson

AR by Daniel Broullón on behalf of the Authors (09 Jul 2019) Manuscript

Short summary

In this work, we are contributing to the knowledge of the consequences of climate change in the ocean. We have focused on a variable related to this process: total alkalinity. We have designed a monthly climatology of total alkalinity using artificial intelligence techniques, that is, a representation of the average capacity of the ocean in the last decades to decelerate the consequences of climate change. The climatology is especially useful to infer the evolution of the ocean through models.