About the Authors

Jia Ouyang

Roles Conceptualization, Investigation, Writing – original draft

Affiliation Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, Guangdong, China

Qinghua Miao

Roles Formal analysis

Affiliation School of Energy and Civil Engineering, Harbin University of Commerce, Harbin, China

Dong Wei

Roles Data curation

Affiliations State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, Heilongjiang Province, China, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China

Xinxin Zhang

Roles Data curation

Affiliation Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, Guangdong, China

Erming Luo

Roles Software

Affiliation Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, Guangdong, China

Chunying Li

Roles Supervision, Validation

heart.li@163.com (CL); weilihit@126.com (LW)

Affiliation School of Energy and Civil Engineering, Harbin University of Commerce, Harbin, China

Li Wei

Roles Conceptualization, Supervision, Writing – review & editing

heart.li@163.com (CL); weilihit@126.com (LW)

Affiliations Guangzhou HKUST Fok Ying Tung Research Institute, Guangzhou, Guangdong, China, State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, Heilongjiang Province, China

Competing Interests

The authors have declared that no competing interests exist.