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Jing LI, Dan WANG. A Comparative Study on Three Types of Remote Sensing Solar Radiation Products[J]. Climatic and Environmental Research, 2018, 23(2): 252-258. doi: 10.3878/j.issn.1006-9585.2017.17038
Citation: Jing LI, Dan WANG. A Comparative Study on Three Types of Remote Sensing Solar Radiation Products[J]. Climatic and Environmental Research, 2018, 23(2): 252-258. doi: 10.3878/j.issn.1006-9585.2017.17038

A Comparative Study on Three Types of Remote Sensing Solar Radiation Products

doi: 10.3878/j.issn.1006-9585.2017.17038

National Natural Science Foundation of China 41261016

Northwest Normal University Youth Teachers' Academic Promotion Program NWNU-LKQN-14-4

  • Received Date: 2017-03-10
    Available Online: 2017-11-13
  • Publish Date: 2018-03-20
  • The verification of remote sensing radiation products mainly focuses on comparative analyses of single products and measured data in the Qinghai-Tibet Plateau region. The lack of comparison between the products make it hard to determine the applicability of these products. Therefore, a systematic comparative study of the applicability of these products in China is conducted in the present study. GEWEX-SRB (Global Energy and Water Cycle Experiment-Surface Radiation Budget), CERES-EBAF (Clouds and Earth's Radiant Energy Systems-Energy Balanced and Filled), and GLASS-DSR (Global LAnd Surface Satellite-Downward Shortwave Radiation) radiation products are chosen to verify their accuracy. The correlation coefficient, the mean bias error, and root mean square error are taken as evaluation indexes, and the accuracy of the temporal and spatial distribution of these products in China is discussed. GEWEX-SRB and CERES-EBAF over the period from 2000 to 2007 are compared and analyzed. Results indicate both of them have the same overestimation and underestimation tendencies. The most severe underestimation and overestimation both occur at Mount Emei Station and Taiyuan Station, and the accuracy of CERES-EBAF is higher than that of GEWEX-SRB. GLASS-DSR and CERES-EBAF over the period from 2008 to 2010 are also compared and analyzed. It is found that CERES-EBAF has a higher accuracy. Overall, these three radiation products all have a high accuracy. The underestimated sites are mostly located at high altitudes. The CERES-EBAF product covers a long time period with a relatively high accuracy, especially in eastern China and most of the coastal region in China.
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  • [1]
    陈征. 2014. 中国陆表辐射收支遥感参数化及其年内时空分异特征[D]. 首都师范大学硕士学位论文.

    Chen Zheng. 2014. Remote sensing parameterization of China land surface radiation budget and its spatial and temporal variability[D]. M. S. thesis (in Chinese), Capital Normal University.
    陈征, 胡德勇, 蒋卫国, 等. 2016.基于GLASS数据估算中国陆表净辐射及其空间分布分析[J].地理研究, 35 (1):25-36. doi: 10.11821/dlyj201601003

    Chen Zheng, Hu Deyong, Jiang Weiguo, et al. 2016. Land surface radiation budget parameterization and spatial analysis over China using GLASS data[J]. Geographical Research (in Chinese), 35 (1):25-36, doi: 10.11821/dlyj201601003.
    Gui S, Liang S L, Li L. 2009. Validation of surface radiation data provided by the CERES over the Tibetan Plateau[C]//17th International Conference on Geoinformatics. Fairfax, VA: IEEE, 1-6, doi: 10.1109/GEOINFORMATICS.2009.5292880.
    Gui S, Liang S L, Wang K C, et al. 2010. Assessment of three satellite-estimated land surface downwelling shortwave irradiance data sets[J]. IEEE Geoscience & Remote Sensing Letters, 7 (4):776-780, doi: 10.1109/LGRS.2010.2048196.
    胡永红, 白林燕, 王鹤松, 等. 2013.基于干旱/半干旱区协同观测网络的GLASS下行短波辐射产品精度验证及影响因素评估[J].气象科技进展, 3 (5):12-18.

    Hu Yonghong, Bai Linyan, Wang Hesong, et al. 2013. Validation for downward shortwave radiation of GLASS product by the coordinated enhanced observation[J]. Advances in Meteorological Science and Technology (in Chinese), 3 (5):12-18.
    Huang G H, Wang W Z, Zhang X T, et al. 2013. Preliminary validation of GLASS-DSSR products using surface measurements collected in arid and semi-arid regions of China[J]. International Journal of Digital Earth, 6 (Sup.1):50-68, doi: 10.1080/17538947.2013.825655.
    蒋兴文, 李跃清. 2010.青藏高原地表辐射的气候特征[J].资源科学, 32 (10):1932-1942.

    Jang Xinwen, Li Yueqing. 2010. Climatological characteristics of surface radiation over the Tibetan Plateau[J]. Resources Science (in Chinese), 32 (10):1932-1942.
    Jin H A, Li A N, Bian J H, et al. 2013. Validation of global land surface satellite (GLASS) downward shortwave radiation product in the rugged surface[J]. Journal of Mountain Science, 10 (5):812-823, doi: 10.1007/s11629-013-2543-6.
    Liang S L, Wang K C, Zhang X T, et al. 2010. Review on estimation of land surface radiation and energy budgets from ground measurement, remote sensing and model simulations[J]. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 3 (3):225-240, doi: 10.1109/JSTARS.2010.2048556.
    梁顺林, 张晓通, 肖志强, 等. 2014.全球陆表特征参量(GLASS)产品[M].北京:高等教育出版社, 203

    pp. Liang Shunlin, Zhang Xiaotong, Xiao Zhiqiang, et al. 2014. Global Land Surface Satellite (GLASS) Products (in Chinese)[M]. Beijing:Higher Education Press, 203pp.
    潘鑫, 刘元波. 2016. 1983~2012年长江流域地表净辐射变化特征[J].长江流域资源与环境, 25 (3):486-496.

    Pan Xin, Liu Yuanbo. 2016. Spatio-temporal variation of surface net radiation over the Yangtze River basin during 1983-2012[J]. Resources and Environment in the Yangtze Basin (in Chinese), 25 (3):486-496.
    Wang D D, Liang S L, Liu R G, et al. 2010. Estimation of daily-integrated PAR from sparse satellite observations:comparison of temporal scaling methods[J]. Int. J. Remote Sens., 31 (6):1661-1677, doi: 10.1080/01431160903475407.
    王蕾迪. 2012. 青藏高原地区短波辐射的地面观测与卫星遥感产品的分析研究[D]. 兰州大学硕士学位论文.

    Wang Leidi. 2012. Study on ground observation and satellite remote sensing product of shortwave radiation in Qinghai-Tibet Plateau[D]. M. S. thesis (in Chinese), Lanzhou University.
    Yang K, Koike T, Stackhouse P, et al. 2006a. An assessment of satellite surface radiation products for highlands with Tibet instrumental data[J]. Geophys. Res. Lett., 33 (22):L22403, doi: 10.1029/2006GL027640.
    Yang K, Pinker R T, Ma Y M, et al. 2008. Evaluation of satellite estimates of downward shortwave radiation over the Tibetan Plateau[J]. J. Geophys. Res., 113:D17204, doi: 10.1029/2007JD009736.
    Yang K, Jie H, Tang W J, et al. 2010. On downward shortwave and longwave radiations over high altitude regions:Observation and modeling in the Tibetan Plateau[J]. Agricultural and Forest Meteorology, 150 (1):38-46, doi: 10.1016/j.agrformet.2009.08.004.
    于江丰. 2013. 下行短波辐射和光合有效辐射遥感产品质量控制与质量评价方法研究[D]. 电子科技大学硕士学位论文, 1-2.

    Yu Jiangfeng. 2013. Study on quality control and quality evaluation of downstream shortwave radiation and photosynthetically active radiation remote sensing products[D]. M. S. thesis (in Chinese), University of Electronic Science and Technology of China, 1-2.
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