首页> 外文会议>2010 4th International Conference on Bioinformatics and Biomedical Engineering >Estimation of Solar Radiation from Measured Temperatures at Different Time Scales in Chongqing
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Estimation of Solar Radiation from Measured Temperatures at Different Time Scales in Chongqing

机译:从重庆市不同时间尺度的实测温度估算太阳辐射

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Solar radiation (Rs), a critical variable in eco-environmental models, is not measured at many meteorological stations. Prediction of Rs has drawn increasing attention in the recent years. The aim of the present research was to conduct a comparative study of estimating Rs from measured maximum and minimum temperature and dew point temperature at daily, five-day, ten-day, monthly time scales. Coefficient of determination (r2), RMSE (root mean square error), and d-index were used to compare the goodness of fit of all the models at different time scales. The rank of goodness of fit of all models at time scales was: daily < five-day < ten-day < monthly. In terms of RMSE and d-index, the newly developed model which contained all variables performed best at all time scales and could be a general radiation estimation model.
机译:太阳辐射(Rs)是生态环境模型中的一个关键变量,在许多气象站中并未进行测量。 Rs的预测近年来引起了越来越多的关注。本研究的目的是进行比较研究,以每天,五天,十天和每月的时间尺度从测得的最高和最低温度以及露点温度估算Rs。使用确定系数(r2),RMSE(均方根误差)和d-index来比较所有模型在不同时标下的拟合优度。在时间尺度上,所有模型的拟合优度等级为:每天<五天<十天<每月。就RMSE和d指数而言,新开发的包含所有变量的模型在所有时间尺度上均表现最佳,并且可以成为通用的辐射估计模型。

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