Geostatistical merging of ground-based and satellite-derived data of surface solar radiation

被引：8
作者：
Journee, M. [1 ]
Bertrand, C. [1 ]
机构：
[1] Royal Meteorol Inst Belgium, Brussels, Belgium
来源：
ADVANCES IN SCIENCE AND RESEARCH | 2011年 / 6卷
关键词：
IRRADIANCE; VALIDATION;
D O I：
10.5194/asr-6-1-2011
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
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.
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页码：1 / 5
页数：5
相关论文
共 18 条
[1]  
[Anonymous], 1995, MULTIVARIATE GEOSTAT, DOI DOI 10.1007/978-3-662-03098-1_11
[2]   Near real-time provision of downwelling shortwave radiation estimates derived from satellite observations [J].
Geiger, Bernhard ;
Meurey, Catherine ;
Lajas, Dulce ;
Franchisteguy, Laurent ;
Carrer, Dominique ;
Roujean, Jean-Louis .
METEOROLOGICAL APPLICATIONS, 2008, 15 (03) :411-420
[3]   EVALUATING THE SOLAR RESOURCE - A REVIEW OF PROBLEMS RESULTING FROM TEMPORAL, SPATIAL AND ANGULAR VARIATIONS [J].
HAY, JE ;
HANSON, KJ .
SOLAR ENERGY, 1985, 34 (02) :151-161
[4]   AN ASSESSMENT OF THE MESOSCALE VARIABILITY OF SOLAR-RADIATION AT THE EARTHS SURFACE [J].
HAY, JE .
SOLAR ENERGY, 1984, 32 (03) :425-434
[5]  
HAY JE, 1981, P 1 WORKSH TERR SOL
[6]  
Hengl T., 2003, COMP KRIGING EXTERNA
[7]   Satellite Application Facilities irradiance products: hourly time step comparison and validation over Europe [J].
Ineichen, Pierre ;
Barroso, Carla Sofia ;
Geiger, Bernhard ;
Hollmann, Rainer ;
Marsouin, Anne ;
Mueller, Richard .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2009, 30 (21) :5549-5571
[8]   Quality control of solar radiation data within the RMIB solar measurements network [J].
Journee, Michel ;
Bertrand, Cedric .
SOLAR ENERGY, 2011, 85 (01) :72-86
[9]   Improving the spatio-temporal distribution of surface solar radiation data by merging ground and satellite measurements [J].
Journee, Michel ;
Bertrand, Cedric .
REMOTE SENSING OF ENVIRONMENT, 2010, 114 (11) :2692-2704
[10]   The CM-SAF operational scheme for the satellite based retrieval of solar surface irradiance - A LUT based eigenvector hybrid approach [J].
Mueller, R. W. ;
Matsoukas, C. ;
Gratzki, A. ;
Behr, H. D. ;
Hollmann, R. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (05) :1012-1024
12