A comparison of data sources for creating a long-term time series of daily gridded solar radiation for Europe
作者： Jędrzej S. Bojanowski , Anton Vrieling , Andrew K. Skidmore
DOI: 10.1016/J.SOLENER.2013.11.007
关键词: Environmental science 、 Mean difference 、 Series (stratigraphy) 、 Meteorology 、 Remote sensing 、 Geostationary orbit 、 Mean squared error 、 Temporal resolution 、 Radiation 、 Mean absolute error 、 Satellite 、 Renewable Energy, Sustainability and the Environment 、 General Materials Science
摘要: Abstract Satellite-derived surface solar radiation estimates are an alternative to the measured at weather stations or modelled from other meteorological variables. The advantage of satellite-derived is its high spatial and temporal resolution in comparison with derived stations, which has be spatially interpolated. Solar approximately 3–5 km geostationary Meteosat satellites available for Europe through EUMETSAT Satellite Application Facilities (SAFs). SAF responsible land monitoring (LSA-SAF) been providing daily near real-time since 2005. on climate (CM-SAF) provided a 23-year long (1983–2005) consistent dataset radiation. In this study we examine if these two datasets may effectively merged generate long-term gridded time series Europe. Further, evaluate whether ERA-Interim reanalysis interpolated (JRC-MARS) can used as replacement existing possible future data gaps satellite-based dataset. We show that root mean square error absolute LSA-SAF’s CM-SAF’s similar ( p −2 difference 0.37 MJ m . For replacing radiation, recommend use data; they correspond better both ground reference compared JRC-MARS. conclude products concatenated create
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jbojanowski.pl 参考文章(54)
Pierre Ineichen, Satellite based short wave irradiance validation over Africa ,(2010)
B. Thies, Jörg Bendix, Satellite based remote sensing of weather and climate: recent achievements and future perspectives Meteorological Applications. ,vol. 18, pp. 262- 295 ,(2011) , 10.1002/MET.288
Xiaoying Liu, Xurong Mei, Yuzhong Li, Qingsuo Wang, Jens Raunsø Jensen, Yanqing Zhang, John Roy Porter, None, Evaluation of temperature-based global solar radiation models in China Agricultural and Forest Meteorology. ,vol. 149, pp. 1433- 1446 ,(2009) , 10.1016/J.AGRFORMET.2009.03.012
Istvan Laszlo, Pubu Ciren, Hongqing Liu, Shobha Kondragunta, J. Dan Tarpley, Mitchell D. Goldberg, Remote sensing of aerosol and radiation from geostationary satellites Advances in Space Research. ,vol. 41, pp. 1882- 1893 ,(2008) , 10.1016/J.ASR.2007.06.047
Jędrzej S. Bojanowski, Marcello Donatelli, Andrew K. Skidmore, Anton Vrieling, An auto-calibration procedure for empirical solar radiation models Environmental Modelling and Software. ,vol. 49, pp. 118- 128 ,(2013) , 10.1016/J.ENVSOFT.2013.08.002
Jędrzej S. Bojanowski, Anton Vrieling, Andrew K. Skidmore, Calibration of solar radiation models for Europe using Meteosat Second Generation and weather station data Agricultural and Forest Meteorology. ,vol. 176, pp. 1- 9 ,(2013) , 10.1016/J.AGRFORMET.2013.03.005
I. Supit, R.R. van Kappel, A Simple Method to Estimate Global Radiation. Solar Energy. ,vol. 63, pp. 147- 160 ,(1998) , 10.1016/S0038-092X(98)00068-1
K.G. Hubbard, Spatial variability of daily weather variables in the high plains of the USA Agricultural and Forest Meteorology. ,vol. 68, pp. 29- 41 ,(1994) , 10.1016/0168-1923(94)90067-1
F Monforti, T Huld, K Bódis, L Vitali, M D'isidoro, R Lacal-Arántegui, None, Assessing complementarity of wind and solar resources for energy production in Italy. A Monte Carlo approach Renewable Energy. ,vol. 63, pp. 576- 586 ,(2014) , 10.1016/J.RENENE.2013.10.028
T Mavromatis, Estimation of solar radiation and its application to crop simulation models in Greece Climate Research. ,vol. 36, pp. 219- 230 ,(2008) , 10.3354/CR00750