Determining the Parameters of the angstrom ngstrom-Prescott Model for Estimating Solar Radiation in Different Regions of China: Calibration and Modeling
文献类型：期刊论文
| 作者 | Liu, Yujie1,2 ; Tan, Qinghua1,2; Pan, Tao2
|
| 刊名 | EARTH AND SPACE SCIENCE
 |
| 出版日期 | 2019-10-24 |
| 页码 | 11 |
| 关键词 | Solar radiation angstrom ngstrom-Prescott Parameter model Region |
| DOI | 10.1029/2019EA000635 |
| 通讯作者 | Liu, Yujie(liuyujie@igsnrr.ac.cn) ; Pan, Tao(pantao@igsnrr.ac.cn) |
| 英文摘要 | The angstrom ngstrom-Prescott model (referred to as the A-P model) is one of the most accurate and widely used models for estimating global solar radiation (Rs). In the absence of Rs measurements and given the regional discrepancy of model parameters, it is crucial to increase the availability of these parameters and the applicability of parameter-predicted models in different regions. In this study, we evaluated and compared the applicability and performance of the calibrated model and eight predictive models in terms of A-P model parameters, using daily Rs and meteorological data from 105 radiation stations in seven natural geographic zones in China. These models were evaluated based on their coefficient of determination (R-2), root mean square error, Nash-Sutcliffe efficiency coefficients, percent bias, and global performance indexes. Results indicated that altitude was the main factor determining the angstrom ngstrom-Prescott parameters in most regions. All models performed well, with acceptable accuracy across the whole country; however, their performances varied among regions. The best performing predictive models for the northeast region (Zone 1), north China (Zone 2), central China (Zone 3), south China (Zone 4), Inner Mongolia (Zone 5), northwest region (Zone 6), and Qinghai-Tibet region (Zone 7) were obtained: These were Models 6, 1, 7, 3, 6, 1, and 7, respectively. The present results support the application of these predictive models for the estimation of daily global Rs in the corresponding regions of China, where measured Rs data are not available, and possibly in other regions with a similar climate. |
| WOS关键词 | SUNSHINE DURATION ; EMPIRICAL-MODELS ; FORMULA ; TEMPERATURE |
| 资助项目 | National Natural Science Foundation of China[41671107] ; National Key Research and Development Program of China[2016YFC050350404] ; Youth Innovation Promotion Association, CAS[2016049] ; Program for Kezhen Excellent Talents in IGSNRR, CAS[2017RC101] ; Key Research Program of Frontier Sciences, CAS[QYZDB-SSW-DQC005] |
| WOS研究方向 | Astronomy & Astrophysics ; Geology |
| 语种 | 英语 |
| 出版者 | AMER GEOPHYSICAL UNION |
| WOS记录号 | WOS:000492073200001 |
| 资助机构 | National Natural Science Foundation of China ; National Key Research and Development Program of China ; Youth Innovation Promotion Association, CAS ; Program for Kezhen Excellent Talents in IGSNRR, CAS ; Key Research Program of Frontier Sciences, CAS |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/131862]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Liu, Yujie; Pan, Tao |
| 作者单位 | 1.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Land Surface Pattern & Simulat, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Yujie,Tan, Qinghua,Pan, Tao. Determining the Parameters of the angstrom ngstrom-Prescott Model for Estimating Solar Radiation in Different Regions of China: Calibration and Modeling[J]. EARTH AND SPACE SCIENCE,2019:11. |
| APA | Liu, Yujie,Tan, Qinghua,&Pan, Tao.(2019).Determining the Parameters of the angstrom ngstrom-Prescott Model for Estimating Solar Radiation in Different Regions of China: Calibration and Modeling.EARTH AND SPACE SCIENCE,11. |
| MLA | Liu, Yujie,et al."Determining the Parameters of the angstrom ngstrom-Prescott Model for Estimating Solar Radiation in Different Regions of China: Calibration and Modeling".EARTH AND SPACE SCIENCE (2019):11. |
入库方式： OAI收割
来源：地理科学与资源研究所
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