Investigation of spatially varying relationships between cadmium accumulation and potential controlling factors in the topsoil of island of Ireland based on spatial machine learning approaches
This study demonstrated the effectiveness of integrating SML techniques with geochemical analysis for identifying Cd sources in the topsoil of Ireland, highlighting the roles of lithology and agricultural activities in Cd accumulation. The results provided valuable insights for contamination management and environmental policy development in Ireland and elsewhere.
Authors
- Bhupinder Pal Singh (ORCID: https://orcid.org/0000-0003-1952-9070)
- Haofan Xu (ORCID: https://orcid.org/0000-0003-3409-0123)
- Peter Croot
- Jingzi Beiyuan (ORCID: https://orcid.org/0000-0001-5846-6071)
- Chaosheng Zhang (ORCID: https://orcid.org/0000-0002-7913-4858)
- Cheng Li (ORCID: https://orcid.org/0000-0002-3449-4294)
- Hailong Wang (ORCID: https://orcid.org/0000-0002-6107-5095)
- Juan Liu (ORCID: https://orcid.org/0000-0003-4963-6694)
- Yunfan Li (ORCID: https://orcid.org/0009-0005-8256-4866)
- Hongyi Zhou
- Shaowen Xie (ORCID: https://orcid.org/0000-0002-9578-1705)
Institutions
- Foshan University (CN)
- Ollscoil na Gaillimhe – University of Galway (IE)
- Guangzhou University (CN)
- RS Dynamics (Czechia) (CZ)
- University of New England (AU)
Publication Details
- Journal
- Environmental Research
- Published
- 2025-03-22
- DOI
- https://doi.org/10.1016/j.envres.2025.121466
- Citations
- 5
- Primary Topic
- Geochemistry and Geologic Mapping
- Type
- article
- Field-Weighted Citation Impact
- 12.40