Articles | Volume 10, issue 2
Geosci. Model Dev., 10, 709–720, 2017
https://doi.org/10.5194/gmd-10-709-2017
Geosci. Model Dev., 10, 709–720, 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 et al.

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Spatio-temporal approach to moving window block kriging of satellite data v1.0 code J. Tadić, X. Qiu, S. Miller, and A. M. Michalak https://doi.org/10.13140/RG.2.2.21411.04643

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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.