Arid
DOI10.1007/978-3-030-00009-7_10
Research on Key Climatic Factors of Desert Based on Big Data
Wang, Xue; Liu, Pingzeng; Liu, Xuefei
通讯作者Liu, Pingzeng
会议名称4th International Conference on Cloud Computing and Security (ICCCS)
会议日期JUN 08-10, 2018
会议地点Haikou, PEOPLES R CHINA
英文摘要

To analyse the correlations among the five factors of temperature, humidity, precipitation, sunshine and wind speed in the desert, the meteorological data of Hangjin Banner for a total of 52 years from 1959 to 2010 are used as the experimental data. Through correlation analysis and regression analysis, a regression equation is established between any factor as the dependent variable and the other four factors as independent variables. The test results show that each coefficient in the equation passes the 95% significance test. Among them, the regression equation has the best fitting degree when humidity and temperature are used as dependent variables, which are 0.520 and 0.514, respectively. Using the data from 2011-2016 of Hangjin Banner to test the regression equations of humidity and temperature, it is found that the model has better prediction ability. Therefore, it is feasible to apply the regression equation to the analysis and prediction of desert meteorological data.


英文关键词Meteorological data Regression Prediction
来源出版物CLOUD COMPUTING AND SECURITY, PT II
ISSN0302-9743
EISSN1611-3349
出版年2018
卷号11064
页码105-113
ISBN978-3-030-00008-0
EISBN978-3-030-00009-7
出版者SPRINGER INTERNATIONAL PUBLISHING AG
类型Proceedings Paper
语种英语
国家Peoples R China
收录类别CPCI-S
WOS记录号WOS:000478657100010
WOS关键词PARTICULATE MATTER ; PREDICTION ; REGRESSION
WOS类目Computer Science, Theory & Methods ; Telecommunications
WOS研究方向Computer Science ; Telecommunications
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/307365
作者单位Shandong Agr Univ, Tai An 271000, Shandong, Peoples R China
推荐引用方式
GB/T 7714
Wang, Xue,Liu, Pingzeng,Liu, Xuefei. Research on Key Climatic Factors of Desert Based on Big Data[C]:SPRINGER INTERNATIONAL PUBLISHING AG,2018:105-113.
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