About the Authors

Xiuli Chi

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft

☯ These authors contributed equally and should be considered co-first authors: Xiuli Chi and Kun Yang.

Affiliation Jiaozhou Agricultural and Rural Bureau, Qingdao, P. R. China

Kun Yang

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Writing – original draft, Writing – review & editing

☯ These authors contributed equally and should be considered co-first authors: Xiuli Chi and Kun Yang.

Affiliation Shandong Engineering Research Center for Environment-friendly Agricultural Pest Management, College of Plant Health and 24 Medicine, Qingdao Agricultural University, Qingdao, P. R. China

Chengran Li

Roles Software, Supervision, Writing – original draft

Affiliation Shandong Engineering Research Center for Environment-friendly Agricultural Pest Management, College of Plant Health and 24 Medicine, Qingdao Agricultural University, Qingdao, P. R. China

Dong Chu

Roles Conceptualization, Funding acquisition, Methodology, Visualization, Writing – original draft, Writing – review & editing

chinachudong@qau.edu.cn

Affiliation Shandong Engineering Research Center for Environment-friendly Agricultural Pest Management, College of Plant Health and 24 Medicine, Qingdao Agricultural University, Qingdao, P. R. China

Competing Interests

NO authors have competing interests Enter: The authors have declared that no competing interests exist.