Articles | Volume 15, issue 3
https://doi.org/10.5194/esd-15-607-2024
https://doi.org/10.5194/esd-15-607-2024
Research article
 | 
21 May 2024
Research article |  | 21 May 2024

Classification of synoptic circulation patterns with a two-stage clustering algorithm using the modified structural similarity index metric (SSIM)

Kristina Winderlich, Clementine Dalelane, and Andreas Walter

Download

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on esd-2023-34', Anonymous Referee #1, 27 Nov 2023
  • RC2: 'Comment on esd-2023-34', Anonymous Referee #2, 03 Dec 2023
    • AC2: 'Reply on RC2', Kristina Winderlich, 16 Jan 2024
  • RC3: 'Comment on esd-2023-34', Anonymous Referee #3, 08 Jan 2024

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
ED: Reconsider after major revisions (25 Jan 2024) by Gabriele Messori
AR by Kristina Winderlich on behalf of the Authors (29 Feb 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (06 Mar 2024) by Gabriele Messori
RR by Anonymous Referee #1 (13 Mar 2024)
RR by Anonymous Referee #2 (15 Mar 2024)
RR by Anonymous Referee #3 (18 Mar 2024)
ED: Publish subject to minor revisions (review by editor) (20 Mar 2024) by Gabriele Messori
AR by Kristina Winderlich on behalf of the Authors (26 Mar 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (30 Mar 2024) by Gabriele Messori
AR by Kristina Winderlich on behalf of the Authors (30 Mar 2024)
Download
Short summary
We develop a new classification method for synoptic circulation patterns. Its unique novelty is the use of the modified structural similarity index metric (SSIM). We demonstrate an exemplary application of the synoptic circulation classes obtained with the new classification method for evaluating historical climate simulations. We introduce a distance metric to measure the match in frequency and duration of synoptic classes between a climate simulation and the reference.
Altmetrics
Final-revised paper
Preprint