Articles | Volume 10, issue 2
https://doi.org/10.5194/gmd-10-709-2017
https://doi.org/10.5194/gmd-10-709-2017
Development and technical paper
 | 
15 Feb 2017
Development and technical paper |  | 15 Feb 2017

Spatio-temporal approach to moving window block kriging of satellite data v1.0

Jovan M. Tadić, Xuemei Qiu, Scot Miller, and Anna M. Michalak

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Interactive discussion

Status: closed
Status: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
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Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision
AR by Anna Mirena Feist-Polner on behalf of the Authors (09 Jan 2017)  Author's response
ED: Publish subject to minor revisions (Editor review) (19 Jan 2017) by Lutz Gross
AR by Anna Mirena Feist-Polner on behalf of the Authors (25 Jan 2017)  Author's response    Manuscript
ED: Publish as is (25 Jan 2017) by Lutz Gross
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Short summary
We developed a new method to create contiguous maps from sparse and/or noisy satellite observations. This approach could be used to produce retroactive or real-time estimates of environmental data observed by satellites which exhibit spatio-temporal autocorrelations. The method could be applied in a standalone mode or as part of a broader satellite data processing package. Maps produced in this way could then be incorporated into physical and biogeochemical models of the Earth system.