E(0), I(0), R(0), S q(0), E q(0), I q(0) are non-negative. Data In this study, the COVID-19 cases of Guangdong province, Hubei province and mainland China are obtained from the Health Commission of Guangdong Province (http://wsjkw.gd.gov.cn/), the