Calibrating the sqHIMMELI v1.0 wetland methane emission model with hierarchical modeling and adaptive MCMC

Susiluoto, Jouni; Raivonen, Maarit; Backman, Leif; Laine, Marko; Makela, Jarmo; Peltola, Olli; Vesala, Timo; Aalto, Tuula

doi:https://doi.org/10.5194/gmd-11-1199-2018

Articles | Volume 11, issue 3

https://doi.org/10.5194/gmd-11-1199-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/gmd-11-1199-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 11, issue 3

Model evaluation paper

|

29 Mar 2018

Model evaluation paper |

| 29 Mar 2018

Calibrating the sqHIMMELI v1.0 wetland methane emission model with hierarchical modeling and adaptive MCMC

Jouni Susiluoto, Maarit Raivonen, Leif Backman, Marko Laine, Jarmo Makela, Olli Peltola, Timo Vesala, and Tuula Aalto

Download

Final revised paper (published on 29 Mar 2018)
Supplement to the final revised paper
Preprint (discussion started on 21 Apr 2017)

Interactive discussion

Status: closed

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

- Printer-friendly version

- Supplement

SC1: 'Executive Editor Comment on "Calibrating a wetland methane emission model with hierarchical modeling and adaptive MCMC"', Astrid Kerkweg, 25 Apr 2017
RC1: 'Review of Susiluoto et al GMDD', Anonymous Referee #1, 30 May 2017
RC2: 'Review', Anonymous Referee #2, 02 Jun 2017
AC1: 'Author comments to referees', J. Susiluoto, 31 Oct 2017

Peer-review completion

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

AR by Jouni Susiluoto on behalf of the Authors (22 Jan 2018) Author's response Manuscript

ED: Referee Nomination & Report Request started (30 Jan 2018) by David Lawrence

RR by Anonymous Referee #2 (12 Feb 2018)

ED: Publish subject to minor revisions (review by editor) (15 Feb 2018) by David Lawrence

AR by Jouni Susiluoto on behalf of the Authors (25 Feb 2018) Author's response Manuscript

ED: Publish as is (01 Mar 2018) by David Lawrence

AR by Jouni Susiluoto on behalf of the Authors (02 Mar 2018)

Short summary

Methane is an important greenhouse gas and methane emissions from wetlands contribute to the warming of the climate. Wetland methane emissions are also challenging to estimate. We analyze the performance of a new wetland emission computer model utilizing mathematical methods and using data from a wetland in southern Finland. The analysis helps to explain how wetlands produce methane and how emission modeling can be improved and uncertainties in the emission estimates reduced in future studies.