Estimation of monthly-mean global solar radiation using MODIS atmospheric product over China
文献类型：期刊论文
| 作者 | Li, Guo-Sheng |
| 刊名 | JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
 |
| 出版日期 | 2014 |
| 卷号 | 110页码:63-80 |
| 关键词 | Month-mean global solar radiation Models MODIS Atmosphere constituents |
| 通讯作者 | Li, GS |
| 英文摘要 | This paper investigated the potential of MOD08-M3 atmospheric product in estimation of monthly-mean solar radiation. 8 models were developed using cloud fraction (CF), cloud optical thickness (COT), precipitable water vapor (PWV) and aerosol optical thickness (AOT) at 50 stations across China. All the models give reasonable results with average RMSE of 1.247 MJ m(-2) and MAPE of 9.9%. Models have lower RMSE in cool temperature (CT) and warm temperate (WT) zones. In terms of MAPE, models perform better in Qinghai-Tibet plateau climate (QT) zone. Model accuracy can be significantly improved by introducing COT and PWV. The improvements by introducing COT are more pronounced in summer for CT, WT and ST regions. While inclusion of PWV is more effective in summer, autumn, and winter for CT, QT, and ST regions, respectively. However, introducing AOT does not contribute to the improvement in estimation accuracy. The performances of models show seasonal behavior. In terms of MAPE, models perform best in summer for CT and WT regions, and in autumn for ST region. Lowest RMSE are observed in autumn and winter for CT and QT regions, respectively. Models have lower RMSE in both autumn and winter for WT and ST regions. |
| 收录类别 | SCI |
| 资助信息 | National Key Technology Research and Development Program 2012BAC21B01；Geological Survey program of China Geological Survey GZH201200503；Special foundation for scientific research on public Interest 1212010611402 201111023；Chongqing Science and Technology Key project cstc2012ggB20001；West Light Foundation of the Chinese Academy of Sciences |
| 公开日期 | 2014-08-26 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/29209]  |
| 专题 | 地理科学与资源研究所_研究生部 |
| 推荐引用方式 GB/T 7714 | Li, Guo-Sheng. Estimation of monthly-mean global solar radiation using MODIS atmospheric product over China[J]. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS,2014,110:63-80. |
| APA | Li, Guo-Sheng.(2014).Estimation of monthly-mean global solar radiation using MODIS atmospheric product over China.JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS,110,63-80. |
| MLA | Li, Guo-Sheng."Estimation of monthly-mean global solar radiation using MODIS atmospheric product over China".JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS 110(2014):63-80. |
入库方式： OAI收割
来源：地理科学与资源研究所
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