The design, deployment, and testing of kriging models in GEOframe with SIK-0.9.8

Bancheri, Marialaura; Serafin, Francesco; Bottazzi, Michele; Abera, Wuletawu; Formetta, Giuseppe; Rigon, Riccardo

doi:https://doi.org/10.5194/gmd-11-2189-2018

Articles | Volume 11, issue 6

https://doi.org/10.5194/gmd-11-2189-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/gmd-11-2189-2018

© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 11, issue 6

Development and technical paper

|

13 Jun 2018

Development and technical paper |

| 13 Jun 2018

The design, deployment, and testing of kriging models in GEOframe with SIK-0.9.8

Marialaura Bancheri, Francesco Serafin, Michele Bottazzi, Wuletawu Abera, Giuseppe Formetta, and Riccardo Rigon

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Final revised paper (published on 13 Jun 2018)
Supplement to the final revised paper
Preprint (discussion started on 25 Jan 2018)

Interactive discussion

Status: closed

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

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- Supplement

RC1: 'Interactive comment on “The design, deployment and testing of Kriging models in GEOframe” by Marialaura Bancheri et al.', Anonymous Referee #1, 14 Mar 2018
- AC1: 'Answer to the Referee 1 to the interactive comment on “The design, deployment and testing of Kriging models in GEOframe” by Marialaura Bancheri et al.', Marialaura Bancheri, 19 Apr 2018
RC2: 'Referee Report', Anonymous Referee #2, 15 Mar 2018
- AC2: 'Answer to the Referee 2 to the interactive comment on “The design, deployment and testing of Kriging models in GEOframe” by Marialaura Bancheri et al.', Marialaura Bancheri, 19 Apr 2018

Peer-review completion

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

AR by Marialaura Bancheri on behalf of the Authors (19 Apr 2018) Author's response Manuscript

ED: Referee Nomination & Report Request started (24 Apr 2018) by Rolf Sander

RR by Anonymous Referee #2 (10 May 2018)

ED: Publish subject to minor revisions (review by editor) (11 May 2018) by Rolf Sander

AR by Marialaura Bancheri on behalf of the Authors (16 May 2018) Author's response Manuscript

ED: Publish subject to technical corrections (23 May 2018) by Rolf Sander

Short summary

This paper presents a new modeling package for the spatial interpolation of environmental variables. It includes 11 theoretical semivariogram models and four types of Kriging interpolations. To test the performances of the package, two applications are performed: the interpolation of 1 year of temperatures and a rainfall event. Both interpolations gave good results. In comparison with gstat, the SIK package proved to be a good alternative, regarding both the easiness of use and the accuracy.