|
|||||
|
|
Parameterization and mapping of solar radiation in data sparse regions |
|
| Authors: | Ji-Long Chen Guo-Sheng Li |
| Institution: | 1. Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing, China 2. Graduate University of Chinese Academy of Sciences, Beijing, China 3. Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, No.11A, Datun Rd., Beijing, 100101, China |
| Abstract: | Knowledge of temporal and spatial variation of solar radiation is essential for many applications. In this work, a simple and feasible procedure is conducted to map the daily solar radiation for Liaoning province, one of the most important agricultural areas in China, but with sparsely measured solar radiation data. The daily sunshine duration are interpolated to the whole area, subsequently, solar radiation are calculated by ?ngstr?m-Prescott model, the generic parameters of which are determined by least square to minimize the overall fitting residual between the ratio of actual to potential sunshine duration and the ratio of actual to extra-terrestrial solar radiation of the sites where solar radiation are available. In other local regions with sparse data, mapping of the solar radiation could be done following the simple procedure. In the present study area, using the interpolated daily sunshine duration data by ANUSPLIN, ?ngstr?m-Prescott model with the generic parameters (a = 0.505, and b = 0.204) returns reasonable results, with the overall RMSE of 2.255 MJ m?2, and RRMSE of 16.54%. The daily solar radiation varies between 5.26 in December and 22.74 MJ m?2 in May, and shows an obviously spatial variation which is mainly contributed to the climate and topography. The substitution of solar radiation from nearby station is preferred to estimation by ?ngstr?m-Prescott model if the distance between the stations falls below the threshold of 135 ± 15 km. The RMSE of such substitution increases by approximately 0.157 MJ m?2 per 10 km. |
| Keywords: | |
| 本文献已被 SpringerLink 等数据库收录！ | |