An Improved Angstrom-Type Model for Estimating Solar Radiation over the Tibetan Plateau
文献类型：期刊论文
| 作者 | Liu, Jiandong2,3; Pan, Tao4,5; Chen, Deliang3; Zhou, Xiuji2; Yu, Qiang6; Flerchinger, Gerald N.1; Liu, De Li7; Zou, Xintong4,8; Linderholm, Hans W.3; Du, Jun9 |
| 刊名 | ENERGIES
 |
| 出版日期 | 2017-07-01 |
| 卷号 | 10期号:7页码:28 |
| 关键词 | improved Angstron-Type model solar radiation estimation Tibetan Plateau |
| ISSN号 | 1996-1073 |
| DOI | 10.3390/en10070892 |
| 通讯作者 | Pan, Tao(pantao@igsnrr.ac.cn) |
| 英文摘要 | For estimating the annual mean of daily solar irradiation in plateau mountainous regions, observed data from 15 radiation stations were used to validate different empirical estimation methods over the Tibetan Plateau. Calibration indicates that sunshine-based site-dependent models perform better than temperature-based ones. Then, the highly rated sunshine-based Angstrom model and temperature-based Bristow model were selected for regional application. The geographical models perform much better than the average models, but still not ideally. To achieve better performance, the Angstrom-type model was improved using altitude and water vapor pressure as the leading factors. The improved model can accurately predict the coefficients at all the stations, and performs the best among all models with an average Nash-Sutcliffe Efficiency value of 0.856. Spatial distribution of the annual mean of daily solar irradiation was then estimated with the improved model. It is indicated that there is an increasing trend of radiation from east to west, with a great center of the annual mean of daily solar irradiation on southwest Tibetan Plateau ranging from 20 to 24 MJ.m(-2). The improved model should be further validated against observations before its applications in other plateau mountainous regions. |
| WOS关键词 | ARTIFICIAL NEURAL-NETWORK ; NORTH CHINA PLAIN ; GLOBAL RADIATION ; BRIGHT SUNSHINE ; GROWING-SEASON ; WINTER-WHEAT ; TEMPERATURE ; IRRADIANCE ; COEFFICIENTS ; SIMULATION |
| 资助项目 | Special Fund for Meteorology Research in China[GYHY201306048] ; Special Fund for Meteorology Research in China[GYHY201106024] ; Key Project on the Second Exploration of Meteorological and Energy Conditions on the Tibetan Plateau ; National Natural Science Foundation of China[41671107] ; National Natural Science Foundation of China[41301092] ; Swedish Research Council |
| WOS研究方向 | Energy & Fuels |
| 语种 | 英语 |
| WOS记录号 | WOS:000406700200063 |
| 出版者 | MDPI AG |
| 资助机构 | Special Fund for Meteorology Research in China ; Key Project on the Second Exploration of Meteorological and Energy Conditions on the Tibetan Plateau ; National Natural Science Foundation of China ; Swedish Research Council |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/61480]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Pan, Tao |
| 作者单位 | 1.USDA ARS, Northwest Watershed Res Ctr, Boise, ID 83712 USA 2.Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China 3.Univ Gothenburg, Dept Earth Sci, Reg Climate Grp, SE-40530 Gothenburg, Sweden 4.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R China 5.Michigan State Univ, Ctr Syst Integrat & Sustainabil, E Lansing, MI 48823 USA 6.Univ Technol, Plant Funct & Climate Change Cluster, Sydney, NSW 2007, Australia 7.NSW Dept Primary Ind, Wagga Wagga Agr Inst, PMB, Wagga Wagga, NSW 2650, Australia 8.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 9.Tibet Autonomous Meteorol Adm, Climate Ctr, Lhasa 850000, Peoples R China 10.China Meteorol Adm, Ctr Solar & Wind Energy Res, Beijing 100081, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Jiandong,Pan, Tao,Chen, Deliang,et al. An Improved Angstrom-Type Model for Estimating Solar Radiation over the Tibetan Plateau[J]. ENERGIES,2017,10(7):28. |
| APA | Liu, Jiandong.,Pan, Tao.,Chen, Deliang.,Zhou, Xiuji.,Yu, Qiang.,...&Shen, Yanbo.(2017).An Improved Angstrom-Type Model for Estimating Solar Radiation over the Tibetan Plateau.ENERGIES,10(7),28. |
| MLA | Liu, Jiandong,et al."An Improved Angstrom-Type Model for Estimating Solar Radiation over the Tibetan Plateau".ENERGIES 10.7(2017):28. |
入库方式： OAI收割
来源：地理科学与资源研究所
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