Machine learning predicts ecological risks of nanoparticles to soil microbial communities

Environmental Pollution, vol. 307, pp. 119528

Authors 12

1. Nuohan Xu

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

2. Jian Kang

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

3. Yangqing Ye

   Zhejiang University of Technology

   Affiliation as printed

   College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

4. Qi Zhang

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

5. Mingjing Ke

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

6. Yufei Wang

   Huazhong University of Science and Technology

   Affiliation as printed

   Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, PR China

7. Zhenyan Zhang

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

8. Tao Lu

   Zhejiang University of Technology

   Affiliation as printed

   College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

9. Willie J.G.M. Peijnenburg Aachen Institute of Environmental Sciences (CML)

   Leiden University · National Institute for Public Health and the Environment

   Affiliation as printed

   Institute of Environmental Sciences (CML), Leiden University, RA, Leiden, 2300, the Netherlands; National Institute of Public Health and the Environment (RIVM), Center for Safety of Substances and Products, P.O. Box 1, Bilthoven, the Netherlands

   Institute of Environmental Sciences (CML), Leiden University, RA, Leiden, 2300, the Netherlands

   National Institute of Public Health and the Environment (RIVM), Center for Safety of Substances and Products, P.O. Box 1, Bilthoven, the Netherlands

10. Josep Peñuelas

    Universitat Autònoma de Barcelona · Consejo Superior de Investigaciones Científicas · Centre for Research on Ecology and Forestry Applications · Global Ecology Unit CREAF-CSIC-UAB

    Affiliation as printed

    CSIC, Global Ecology Unit CREAF- CSIC-UAB, Bellaterra, Barcelona, 08193, Catalonia, Spain; CREAF, Campus Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Catalonia, Spain

    CREAF, Campus Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Catalonia, Spain

    CSIC, Global Ecology Unit CREAF- CSIC-UAB, Bellaterra, Barcelona, 08193, Catalonia, Spain

11. Guanjun Bao

    Zhejiang University of Technology

    Affiliation as printed

    College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China

12. Haifeng Qian corresponding

    Zhejiang University of Technology

    Affiliation as printed

    College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China. Electronic address: hfqian@zjut.edu.cn

    College of Environment, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, PR China