尼日利亚上空太阳漫射辐射变化的统计研究

E. Falayi, A. Rabiu
{"title":"尼日利亚上空太阳漫射辐射变化的统计研究","authors":"E. Falayi, A. Rabiu","doi":"10.4314/JAST.V20I1-2","DOIUrl":null,"url":null,"abstract":"Multiple regression models have been developed to study the variation of diffuse solar radiation over Nigeria using monthly mean data of clearness index, relative sunshine duration, average temperature and cloud cover. The data for eight stations representing the weather conditions of Nigeria and covering a period 16 years were analyzed, and the statistical accuracy of the regression equations were evaluated by root mean square error, stand-ard error, mean bias error, t-statistic, correlation coefficient and coefficient of determination. The regression prod-uced good correlation between the dependent variable of fraction of diffuse solar radiation and the independent variables of clearness index, relative sunshine duration, cloud cover and average temperature. The multiple regre-ssion equations reflected the spatial variability with the latitudes, and can be used for prediction of diffuse solar radiation in Nigeria. A temporal and spatial diffuse solar radiation contour map was developed using Surfer 10 Golden graphic software. Keywords: Multiple regression, Diffuse solar radiation, Clearness index, Cloud cover, Correlation coefficient","PeriodicalId":9207,"journal":{"name":"British Journal of Applied Science and Technology","volume":"15 1","pages":"22-29"},"PeriodicalIF":0.0000,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Statistical Study Of Variation Of Diffuse Solar Radiation Over Nigeria\",\"authors\":\"E. Falayi, A. Rabiu\",\"doi\":\"10.4314/JAST.V20I1-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Multiple regression models have been developed to study the variation of diffuse solar radiation over Nigeria using monthly mean data of clearness index, relative sunshine duration, average temperature and cloud cover. The data for eight stations representing the weather conditions of Nigeria and covering a period 16 years were analyzed, and the statistical accuracy of the regression equations were evaluated by root mean square error, stand-ard error, mean bias error, t-statistic, correlation coefficient and coefficient of determination. The regression prod-uced good correlation between the dependent variable of fraction of diffuse solar radiation and the independent variables of clearness index, relative sunshine duration, cloud cover and average temperature. The multiple regre-ssion equations reflected the spatial variability with the latitudes, and can be used for prediction of diffuse solar radiation in Nigeria. A temporal and spatial diffuse solar radiation contour map was developed using Surfer 10 Golden graphic software. Keywords: Multiple regression, Diffuse solar radiation, Clearness index, Cloud cover, Correlation coefficient\",\"PeriodicalId\":9207,\"journal\":{\"name\":\"British Journal of Applied Science and Technology\",\"volume\":\"15 1\",\"pages\":\"22-29\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"British Journal of Applied Science and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4314/JAST.V20I1-2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"British Journal of Applied Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4314/JAST.V20I1-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

利用净度指数、相对日照时数、平均温度和云量的月平均数据,建立了尼日利亚上空太阳漫射辐射的多元回归模型。对尼日利亚8个气象站16年的气象数据进行分析,通过均方根误差、标准误差、平均偏倚误差、t统计量、相关系数和决定系数对回归方程的统计精度进行评价。回归结果表明,太阳漫射辐射分值因变量与晴度指数、相对日照时数、云量、平均气温等自变量具有较好的相关性。多元回归方程反映了不同纬度的空间变异性,可用于尼日利亚散射太阳辐射的预测。利用Surfer 10 Golden图形软件绘制了一个时空漫射太阳辐射等高线图。关键词:多元回归,漫射太阳辐射,晴空指数,云量,相关系数
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Statistical Study Of Variation Of Diffuse Solar Radiation Over Nigeria
Multiple regression models have been developed to study the variation of diffuse solar radiation over Nigeria using monthly mean data of clearness index, relative sunshine duration, average temperature and cloud cover. The data for eight stations representing the weather conditions of Nigeria and covering a period 16 years were analyzed, and the statistical accuracy of the regression equations were evaluated by root mean square error, stand-ard error, mean bias error, t-statistic, correlation coefficient and coefficient of determination. The regression prod-uced good correlation between the dependent variable of fraction of diffuse solar radiation and the independent variables of clearness index, relative sunshine duration, cloud cover and average temperature. The multiple regre-ssion equations reflected the spatial variability with the latitudes, and can be used for prediction of diffuse solar radiation in Nigeria. A temporal and spatial diffuse solar radiation contour map was developed using Surfer 10 Golden graphic software. Keywords: Multiple regression, Diffuse solar radiation, Clearness index, Cloud cover, Correlation coefficient
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Decision Support System of Determining E-Commerce With The Topsis and Comparation With Ahp for UMKM In the Tuban Regency Area Utilization of Virtual Reality Technology in Knowing the Symptoms of Acrophobia and Nyctophobia Implementation of Multiple Intelligences Determinant Applications for Junior High School Students Using Web-Based Likert Scale Method Design and Build a Water Pump Protection Tool Using IOT (Internet Of Things) Based Water Flow Sensor The Study Of The Application Of Noise Mapping Using Golden Surfer Software To Control Noise
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1