The Community Inversion Framework v1.0: a unified system for atmospheric inversion studies

Berchet, Antoine; Sollum, Espen; Thompson, Rona L.; Pison, Isabelle; Thanwerdas, Joël; Broquet, Grégoire; Chevallier, Frédéric; Aalto, Tuula; Berchet, Adrien; Bergamaschi, Peter; Brunner, Dominik; Engelen, Richard; Fortems-Cheiney, Audrey; Gerbig, Christoph; Groot Zwaaftink, Christine D.; Haussaire, Jean-Matthieu; Henne, Stephan; Houweling, Sander; Karstens, Ute; Kutsch, Werner L.; Luijkx, Ingrid T.; Monteil, Guillaume; Palmer, Paul I.; van Peet, Jacob C. A.; Peters, Wouter; Peylin, Philippe; Potier, Elise; Rödenbeck, Christian; Saunois, Marielle; Scholze, Marko; Tsuruta, Aki; Zhao, Yuanhong

doi:https://doi.org/10.5194/gmd-14-5331-2021

Articles | Volume 14, issue 8

https://doi.org/10.5194/gmd-14-5331-2021

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

https://doi.org/10.5194/gmd-14-5331-2021

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

Articles | Volume 14, issue 8

Model description paper

|

26 Aug 2021

Model description paper |

| 26 Aug 2021

The Community Inversion Framework v1.0: a unified system for atmospheric inversion studies

Antoine Berchet, Espen Sollum, Rona L. Thompson, Isabelle Pison, Joël Thanwerdas, Grégoire Broquet, Frédéric Chevallier, Tuula Aalto, Adrien Berchet, Peter Bergamaschi, Dominik Brunner, Richard Engelen, Audrey Fortems-Cheiney, Christoph Gerbig, Christine D. Groot Zwaaftink, Jean-Matthieu Haussaire, Stephan Henne, Sander Houweling, Ute Karstens, Werner L. Kutsch, Ingrid T. Luijkx, Guillaume Monteil, Paul I. Palmer, Jacob C. A. van Peet, Wouter Peters, Philippe Peylin, Elise Potier, Christian Rödenbeck, Marielle Saunois, Marko Scholze, Aki Tsuruta, and Yuanhong Zhao

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Final revised paper (published on 26 Aug 2021)
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Preprint (discussion started on 18 Dec 2020)
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Interactive discussion

Status: closed

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

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RC1: 'Review of The Community Inversion Framework v1.0: a unified system for atmospheric inversion studies by Berchet et al.', Anonymous Referee #1, 17 Feb 2021
RC2: 'General Review', Peter Rayner, 22 Feb 2021
AC1: 'Author final response', Antoine Berchet, 30 Jun 2021

Peer-review completion

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

AR by Antoine Berchet on behalf of the Authors (30 Jun 2021) Author's response Author's tracked changes Manuscript

ED: Referee Nomination & Report Request started (09 Jul 2021) by Christoph Knote

RR by Anonymous Referee #1 (13 Jul 2021)

ED: Publish as is (14 Jul 2021) by Christoph Knote

AR by Antoine Berchet on behalf of the Authors (15 Jul 2021)

Short summary

We present here the Community Inversion Framework (CIF) to help rationalize development efforts and leverage the strengths of individual inversion systems into a comprehensive framework. The CIF is a programming protocol to allow various inversion bricks to be exchanged among researchers. The ensemble of bricks makes a flexible, transparent and open-source Python-based tool. We describe the main structure and functionalities and demonstrate it in a simple academic case.