Articles | Volume 26, issue 3
https://doi.org/10.5194/hess-26-775-2022
https://doi.org/10.5194/hess-26-775-2022
Research article
 | 
11 Feb 2022
Research article |  | 11 Feb 2022

Citizen rain gauges improve hourly radar rainfall bias correction using a two-step Kalman filter

Punpim Puttaraksa Mapiam, Monton Methaprayun, Thom Bogaard, Gerrit Schoups, and Marie-Claire Ten Veldhuis

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Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on hess-2021-262', Anonymous Referee #1, 10 Jun 2021
    • AC1: 'Reply on RC1', Punpim Puttaraksa Mapiam, 26 Aug 2021
  • RC2: 'Comment on hess-2021-262', Anonymous Referee #2, 16 Jun 2021
    • AC2: 'Reply on RC2', Punpim Puttaraksa Mapiam, 26 Aug 2021
  • RC3: 'Comment on hess-2021-262', Anonymous Referee #3, 12 Jul 2021
    • AC3: 'Reply on RC3', Punpim Puttaraksa Mapiam, 26 Aug 2021

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
ED: Reconsider after major revisions (further review by editor and referees) (02 Sep 2021) by Nadav Peleg
AR by Punpim Puttaraksa Mapiam on behalf of the Authors (03 Oct 2021)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (06 Oct 2021) by Nadav Peleg
RR by Anonymous Referee #4 (31 Oct 2021)
RR by Anonymous Referee #5 (05 Nov 2021)
ED: Publish subject to revisions (further review by editor and referees) (08 Nov 2021) by Nadav Peleg
AR by Punpim Puttaraksa Mapiam on behalf of the Authors (14 Dec 2021)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (15 Dec 2021) by Nadav Peleg
RR by Anonymous Referee #5 (22 Dec 2021)
ED: Publish subject to minor revisions (review by editor) (25 Dec 2021) by Nadav Peleg
AR by Punpim Puttaraksa Mapiam on behalf of the Authors (03 Jan 2022)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (07 Jan 2022) by Nadav Peleg
AR by Punpim Puttaraksa Mapiam on behalf of the Authors (12 Jan 2022)  Author's response   Manuscript 
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Short summary
The density of rain gauge networks plays an important role in radar rainfall bias correction. In this work, we aimed to assess the extent to which daily rainfall observations from a dense network of citizen scientists improve the accuracy of hourly radar rainfall estimates in the Tubma Basin, Thailand. Results show that citizen rain gauges significantly enhance the performance of radar rainfall bias adjustment up to a range of about 40 km from the center of the citizen rain gauge network.