About the Authors

Yangyang Wang

Affiliations School of Resources and Environment, Hunan Agricultural University, Changsha, China, Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng, China, Institute of Natural Resources and Environment, Henan University, Kaifeng, China

Fangfang Li

Affiliation Institute of Natural Resources and Environment, Henan University, Kaifeng, China

Xinling Ruan

Affiliations Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization of Henan Province, Henan University, Kaifeng, China, Institute of Natural Resources and Environment, Henan University, Kaifeng, China

Jian Song

Affiliation Institute of Natural Resources and Environment, Henan University, Kaifeng, China

Lv Lv

Affiliation Institute of Natural Resources and Environment, Henan University, Kaifeng, China

Liyuan Chai

Affiliation School of Metallurgical & Environment, Central South University, Changsha, China

Zhihui Yang

Affiliation School of Metallurgical & Environment, Central South University, Changsha, China

Lin Luo

luolinwei0@163.com

Affiliation School of Resources and Environment, Hunan Agricultural University, Changsha, China

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceptualization: LC ZY L. Luo. Data curation: XR YW. Formal analysis: FL JS L. Lv. Funding acquisition: YW. Investigation: FL L. Lv. Methodology: YW. Project administration: FL L. Lv. Resources: FL L. Lv. Software: XR. Supervision: LC ZY L. Luo. Validation: LC ZY L. Luo. Visualization: YW. Writing – original draft: YW. Writing – review & editing: LC ZY L. Luo.