Research on Rainfall Factors in Zhengzhou Based on Gray Correlation Analysis
Abstract
Firstly,the Pearson correlation coefficients between rainfall and other meteorological indicators were calculated in this paper,and significance tests were performed to determine whether they were correlated and the strength of the correlation. At the same time,considering the small data samples and the existence of data errors,gray correlation analysis can be used,and then the main effects of dew point,air temperature and wind speed on the variation of precipitation can be derived.The years 2003,2004,2016,and 2018 with high precipitation were screened out through M-K mutation test,cluster analysis based on the characteristics of total annual precipitation and number of days of rain during the year.References
["[1] Zhou S.F.,Liu T.X.,Duan L.M.,Zhang W.R.,Ji R.,Sun L..Analysis of simulated precipitation prediction based on time series in the Hailiu Rabbit River basin[J].Soil and water conservation research,2021,28(05):88-94.","[2] Wu Wanqin,Qian Hong.Research on the prediction analysis of monthly precipitation in Kunming city--based on SARIMA model and Holt-Winters summation model[J].Journal of Yunnan University for Nationalities(Natural Science Edition),2021,30(04):365-370.","[3] Zhou Xiaoxu.Application of hierarchical clustering-based LSTM neural network model for precipitation prediction in Jiangsu Province[D].Shandong University,2020.","[4] Zhang Caihong.Analysis and prediction of precipitation trends in Weinan City based on ARIMA model[J].Value Engineering,2019,38(34):197-199."]
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