关键词：太阳辐射；辐射传输；太阳能；参数
摘 要：A comparison of satellite-derived solar resource with nine high-quality, ground-based solar radiation measurements from NOAA's Surface Radiation (SURFRAD) Network, the Integrated Surface Insolation Study (ISIS) Network, the Solar Radiation Research Laboratory (SRRL) at NREL, and DOE's Solar Resource and Meteorological Assessment Project (SOLRMAP) program was conducted. The comparison was made using data from 2009 for various locations. Our results showed that the satellite-based method underpredicted both global horizontal irradiance (GHI) and direct normal irradiance (DNI). GHI values were underestimated by about 13to 22for the stations located in a desert environment, such as Desert Rock, Nevada, and SOLRMAP stations located around southwest Nevada and Arizona. We found that the Satellite Algorithm for Shortwave Radiation Budget (SASRAB) radiative transfer model caused the underprediction of GHI and DNI, especially in clear-sky situations and low zenith angles (around solar noon). Using other radiative transfer algorithms reduced the bias from SASRAB, and it is expected that the accuracy of the satellite-based product will significantly improve with the introduction of a high-quality, radiative transfer model. Future work will aim to reduce the biases by using better input parameters and applying these parameters to a better, simple, clear-sky radiative transfer model that properly accounts for the parameters.