geostatistical merging of ground-based and satellite-derived data of surface solar radiation
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ID: 150423
2011
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Abstract
In this paper, we demonstrate the benefit of using observations
from Meteosat Second Generation (MSG) satellites in addition to in-situ
measurements to improve the spatial resolution of solar radiation data over
Belgium. This objective has been reached thanks to geostatistical methods
able to merge heterogeneous data types. Two geostatistical merging methods
are evaluated against the interpolation of ground-data only and the single
use of satellite-derived information. It results from our analysis that
merging both data sources provides the most accurate mapping of surface solar
radiation over Belgium.
| Reference Key |
journe2011advancesgeostatistical
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|---|---|
| Authors | ;M. Journée;C. Bertrand |
| Journal | proceedings of the 2017 ieee russia section young researchers in electrical and electronic engineering conference, elconrus 2017 |
| Year | 2011 |
| DOI |
10.5194/asr-6-1-2011
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| URL | |
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