AI-driven optimization of bioremediation strategies for river pollution: a comprehensive review and future directions

AI-driven optimization of bioremediation strategies for river pollution: a comprehensive review and future directions

This narrative review explores the transformative potential of artificial intelligence (AI) in optimizing bioremediation systems for river pollution control while addressing the challenges and limitations associated with its implementation. The review begins by examining traditional and emerging bio...

Full description

Saved in:

Bibliographic Details
Main Authors:	Allen-Adebayo Blessing, Kehinde Olateru
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Series:	Frontiers in Microbiology
Subjects:	AI-driven optimisation bioremediation river pollution artificial intelligence machine learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fmicb.2025.1504254/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BIOREMEDIATION - TECHNOLOGY FOR DECONTAMINATION OF SOILS POLLUTED WITH PETROLEUM HYDROCARBONS
by: Irina-Ramona PECINGINĂ, et al.
Published: (2013-05-01)

Bioremediation technology: A reliable and eco-friendly approach for the restoration of polluted environments
by: Mohammad Safari, et al.
Published: (2024-09-01)

Fungal bioremediation in environmental pollution and recent strategies
by: Linthoingambi Ningombam, et al.
Published: (2025-07-01)

Microalgae-based bioremediation of refractory pollutants: an approach towards environmental sustainability
by: Mostafa M. El-Sheekh, et al.
Published: (2025-01-01)

TECHNOLOGIES FOR BIOREMEDIATION OF SOILS CONTAMINATED WITH PETROLEUM PRODUCTS
by: Roxana Gabriela POPA
Published: (2012-05-01)

Sustainable bioremediation techniques for mitigating marine pollution in maritime operations
by: Meilinasari Nurhasanah Hutagaol, et al.
Published: (2025-03-01)

Bioremediation of Soil Contamination with Polycyclic Aromatic Hydrocarbons—A Review
by: Carmen Otilia Rusănescu, et al.
Published: (2024-12-01)

Role of fungi, bacteria and microalgae in bioremediation of emerging pollutants with special reference to pesticides, heavy metals and pharmaceuticals
by: Sudipta Chakraborty, et al.
Published: (2025-07-01)

AI-Driven Control Strategies for Biomimetic Robotics: Trends, Challenges, and Future Directions
by: Hoejin Jung, et al.
Published: (2025-07-01)

Biochemical analysis of the Caspian Sea sediments: Implications for environmental pollution and bioremediation
by: Aigul Mamataeva, et al.
Published: (2024-12-01)

Bioremediation of Petroleum Hydrocarbons Contaminated Soil using Bio piles System
by: Jabbar et al.
Published: (2019-03-01)

Bioremediation of Non-Essential Toxic Elements Using Indigenous Microbes in Soil Following Irrigation with Treated Wastewater
by: Itumeleng Kgobokanang Jacob Kekana, et al.
Published: (2025-02-01)

Bioremediation of chromium-induced toxic effects in Nile tilapia (Oreochromis niloticus) using probiotics
by: Md Meftahul Zannat, et al.
Published: (2024-10-01)

A review on bioremediation by microbial immobilization-an effective alternative for wastewater treatment
by: Frank Abimbola Ogundolie, et al.
Published: (2024-10-01)

Construction strategies of genetically engineered bacteria for environment bioremediation
by: LIU He, et al.
Published: (2002-03-01)

Biorefinery and Bioremediation Strategies for Efficient Management of Recalcitrant Pollutants Using Termites as an Obscure yet Promising Source of Bacterial Gut Symbionts: A Review
by: Rongrong Xie, et al.
Published: (2024-11-01)

Marine sponge symbiotic bacterial bioremediation against heavy metal pollutants in tiger prawns; Penaeus monodon culture medium
by: I. Marzuki, et al.
Published: (2024-07-01)

Bioremediation of Polycyclic Aromatic Hydrocarbons by Means of Bacteria and Bacterial Enzymes
by: Anastasiia T. Davletgildeeva, et al.
Published: (2024-09-01)

A Systematic Review of Bioremediation of Soil Pollution Using Different Types of Bacteria 2015-2023
by: Zahraa A. Abdul Muhsin, et al.
Published: (2024-12-01)

Editorial: Fundamental and practical advances in bioremediation of emerging pollutants as add-on treatments for polluted waters
by: Francis Hassard, et al.
Published: (2024-12-01)

Impact of Tetracycline Stress on Water Quality and Rhizosphere Microbial Communities of <i>Eichhornia crassipes</i>: Implications for Bioremediation
by: Dandan Sun, et al.
Published: (2025-04-01)

A novel eco-friendly Acinetobacter strain A1-4-2 for bioremediation of aquatic pollutants
by: Rui Wang, et al.
Published: (2025-07-01)

Genomic, bioinformatics, and functional analysis of a novel bioremediation bacterial strain from mangrove sediment
by: Khadije Ahmad Amin, et al.
Published: (2025-06-01)

Chemically functionalized Eggs capsules of Sea Snail (ess) banded dye-murex for bioremediation applications
by: Marilena Donnaloia, et al.
Published: (2025-01-01)

Bioremediation of Waste Water Using Chlorella vulgaris Isolated from River Ginzo Effluents in Katsina State Nigeria
by: Badamasi, M., et al.
Published: (2018-06-01)

Decontamination of oil-polluted soils: Power of electronic bioinformatic databases
by: Ablieieva I. Yu., et al.
Published: (2022-09-01)

Innovative Approaches and Evolving Strategies in Heavy Metal Bioremediation: Current Limitations and Future Opportunities
by: Cristina Firincă, et al.
Published: (2025-04-01)

Bioremediation of Aquatic Environment Using Weeds
by: N. T. Yadu Raju, et al.
Published: (2015-08-01)

Phyto- and Microbial-Based Remediation of Rare-Earth-Element-Polluted Soil
by: Wei Dong, et al.
Published: (2025-05-01)

Current perspectives on the remediation methods of marine plastic pollution: a review
by: Andreea LUP, et al.
Published: (2020-12-01)

Screening of Autochthonous Microbial Strains for the Bioremediation of Heavy Metals
by: Cristina Firincă, et al.
Published: (2023-12-01)

Assessment of heavy metals content and diversity of mercury-tolerant bacteria in heavy metal-polluted environmental samples and mercury bioremediation ability of isolated strains
by: Vinay Yadav, et al.
Published: (2025-04-01)

Microplastics toxicology and bioremediation strategies for a sustainable future: a comprehensive review
by: Haitham Al-Madhagi
Published: (2025-12-01)

From traditional adsorption processes to bioremediation: Modern technologies for purifying natural waters from pollutants
by: Salishcheva, Olesya Vladimirovna, et al.
Published: (2025-06-01)

Progress on plant-microorganism combined remediation of organic pollutants
by: HUANG Junwei, et al.
Published: (2017-11-01)

Bioremediation of Heavy Metals by Use of Bacteria
by: Orcan Demircan, et al.
Published: (2022-02-01)

Bioremediation of crude oil and heavy metal pollutants in marine environment by biosurfactant, rhamnolipid isolated from Stutzerimonas stutzeri − MW15
by: J.B. Sony, et al.
Published: (2025-09-01)

Recent advances in research on copper pollution and remediation of soil-plant system
by: NI Cai-ying, et al.
Published: (2003-05-01)

The Emergence of AI-Driven Virtual Hospitals: Redefining Patient Care Beyond Physical Boundaries
by: Ifrah Hameed, et al.
Published: (2025-04-01)

The Impact of Prompt Engineering and a Generative AI-Driven Tool on Autonomous Learning: A Case Study
by: Kovan Mzwri, et al.
Published: (2025-02-01)