Explainable machine learning framework for assessing groundwater quality and trace element contamination in Eastern Saudi Arabia.

Aldrees A, Jibrin AM, Dan'azumi S, Mahmoud IA, Aliyu UU, Abba SI

Open source

DOI
10.1038/s41598-025-29598-8
Published
2025 Nov 23
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-025-29598-8,
  title = {Explainable machine learning framework for assessing groundwater quality and trace element contamination in Eastern Saudi Arabia.},
  author = {Aldrees A and Jibrin AM and Dan'azumi S and Mahmoud IA and Aliyu UU and Abba SI},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-29598-8},
  url = {https://doi.org/10.1038/s41598-025-29598-8}
}

RIS

TY  - JOUR
TI  - Explainable machine learning framework for assessing groundwater quality and trace element contamination in Eastern Saudi Arabia.
AU  - Aldrees A
AU  - Jibrin AM
AU  - Dan'azumi S
AU  - Mahmoud IA
AU  - Aliyu UU
AU  - Abba SI
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-29598-8
UR  - https://doi.org/10.1038/s41598-025-29598-8
ER  - 

APA

A, A., AM, J., S, D., IA, M., UU, A., & SI, A. (2025). Explainable machine learning framework for assessing groundwater quality and trace element contamination in Eastern Saudi Arabia.. Scientific reports. https://doi.org/10.1038/s41598-025-29598-8

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