Advanced bioremediation by an amalgamation of nanotechnology and modern artificial intelligence for efficient restoration of crude petroleum oil-contaminated sites …

R Patowary, A Devi, AK Mukherjee - Environmental Science and Pollution …, 2023 - Springer
Crude petroleum oil spillage is becoming a global concern for environmental pollution and
poses a severe threat to flora and fauna. Bioremediation is considered a clean, eco-friendly …

Identification of driving factors for heavy metals and polycyclic aromatic hydrocarbons pollution in agricultural soils using interpretable machine learning

J Wang, Y Deng, Z Huang, D Li, X Zhang - Science of The Total …, 2025 - Elsevier
This study integrated data-driven interpretable machine learning (ML) with statistical
methods, complemented by knowledge-driven discrimination diagrams, to identify the …

Mechanobiological mechanisms in the remediation of soil lead pollution using two-dimensional carbon materials and Morchella: A molecular-level study

H Jia, Y Kong - Molecular & Cellular Biomechanics, 2024 - sin-chn.com
Graphene-based 2D carbon composites and Morchella mushrooms are used in the paper to
study the mechanobiological mechanisms of soil lead remediation. Soil is contaminated with …

SOIL POLLUTION DETECTION USING MACHINE LEARNING: A REVIEW

N Neeru, N Kaur - Journal Punjab Academy of Sciences, 2024 - jpas.in
Soil pollution is a develo** natural issue, which leads to extreme biological, horticultural,
and general wellbeing issues. Conventional strategies for detection and to monitor soil …