估算尼日利亚几内亚大草原气候带全球太阳辐射的日照和温度依赖模式

D. Akpootu, B. Tijjani, U. M. Gana
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引用次数: 5

摘要

本研究通过比较九种不同的现有的阳光依赖模型,探讨了最准确的估算尼日利亚几内亚大草原上马库尔迪和伊巴丹地区全球太阳辐射的阳光和温度依赖模型。该研究还提出了两种采用二次对数和二次指数形式的温度依赖模型,并与现有的三种温度依赖模型(Chen, Hargreaves and Samani (HS)和Garcia)进行了比较。利用1980-2010年31年的月平均日全球太阳辐射、日照时数、最高和最低温度气象参数,利用决定系数(R2)、平均偏倚误差(MBE)、均方根误差(RMSE)等7个统计验证指标,对日照和温度依赖模型的精度进行了检验,以确定各地区最适合的模型。平均百分比误差(MPE)、t检验、Nash-Sutcliffe方程(NSE)和一致性指数(IA)。结果表明,Bakirci提出的指数日照依赖模型和Bakirci提出的线性指数日照依赖模型分别对马库尔迪和伊巴丹的全球太阳辐射估算更为准确。结果表明,所建立的二次对数和二次指数温度依赖模型更适合于估算马库尔迪和伊巴丹地区的太阳总辐射。如果在具有类似气候信息的地区进行适当校准,可以发现这些推荐的模式是合适的。将本研究建立的HS温度依赖模型与已有文献的HS温度依赖模型进行了比较,发现HS温度依赖模型更适用于伊巴丹。此外,在每个研究地点,与最适合的温度依赖模式相比,最适合的日照依赖模式更适合全球太阳辐射的估计,这从测量和估计的日照和温度依赖模式的对比图中得到了证明,因为日照依赖模式描述了与测量的全球太阳辐射数据的最佳拟合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sunshine and Temperature Dependent Models for Estimating Global Solar Radiation Across the Guinea Savannah Climatic Zone of Nigeria
This study investigates the most accurate sunshine and temperature dependent models for estimating global solar radiation over Makurdi and Ibadan situated in the Guinea savannah of Nigeria by comparing nine (9) different existing sunshine dependent models. The study also proposed two temperature dependent models that took the form of quadratic logarithmic and quadratic exponential and were compared to three existing temperature dependent models (Chen, Hargreaves and Samani (HS) and Garcia). The measured monthly average daily global solar radiation, sunshine hours, maximum and minimum temperature meteorological parameters during the period of thirty one (1980-2010) years was utilized and the accuracy of the sunshine and temperature dependent models to ascertain the most suitable models in each location were tested using seven various statistical validation indicators of coefficient of determination (R2), Mean Bias Error (MBE), Root Mean Square Error (RMSE), Mean Percentage Error (MPE), t-test, Nash-Sutcliffe Equation (NSE) and Index of Agreement (IA). The results revealed that the exponent sunshine dependent model proposed by Bakirci and the linear exponential sunshine dependent model proposed by Bakirci were found more accurate for estimating global solar radiation in Makurdi and Ibadan respectively. The proposed quadratic logarithmic and quadratic exponential temperature dependent models were found more suitable for estimating global solar radiation in Makurdi and Ibadan respectively. These recommended models can be found appropriate, if properly calibrated in regions with similar climatic information. The HS temperature dependent model evaluated in this study for Ibadan was compared with those available in literatures and was found more suitable. Furthermore, the most suitable sunshine dependent model was found more suitable for global solar radiation estimation when compared to the most suitable temperature dependent model in each of the studied locations and this was testified from the figures of the comparison between the measured and estimated sunshine and temperature dependent models as the sunshine dependent models depicts the best fitting with the measured global solar radiation data.
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