Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Microbial Corrosion

Microbial Corrosion

Microbiologically Influenced Corrosion (MIC) is a significant form of material degradation caused by the metabolic activities of microorganisms. This phenomenon poses substantial challenges across various industries, including oil and gas, maritime, and water treatment sectors.MIC occurs when microorganisms, such as bacteria, archaea, and fungi, colonize metal surfaces, forming biofilms that alter the local electrochemical environment. These biofilms can lead to the production of corrosive...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Impacts of environmental stressors on fertility and fecundity across taxa, with implications for planetary health.

NPJ emerging contaminants·2026

Same author

Time Course of Effects and Tissue Concentrations of 6PPDQ in Three Sensitive Salmonids with Additional Data for Two Centrarchid Species.

Environmental science & technology·2026

Same author

Acute Toxicity of 6PPDQ, 6PPD, and Other Transformation Products to a Freshwater Mussel (Lampsilis siliquoidea, Barnes 1823).

Bulletin of environmental contamination and toxicology·2026

Same author

Are Behavioral Ecotoxicity Endpoints Relevant at the Population Level? Evidence-Based Insights for Environmental Protection.

Environmental science & technology·2025

Same author

Comparative Toxicity of Micro, Nano, and Leachate Fractions of Three Rubber Materials to Freshwater Species: Zebrafish and <i>Daphnia</i>.

Microplastics (Basel, Switzerland)·2025

Same author

Influence of activated carbon on the bioaccumulation of methylmercury from sediment by the amphipod Leptocheirus plumulosus.

Environmental toxicology and chemistry·2025

Search research articles

Related Experiment Video

Updated: May 7, 2026

Testing of Nanoparticle Release from a Composite Containing Nanomaterial Using a Chamber System

Testing of Nanoparticle Release from a Composite Containing Nanomaterial Using a Chamber System

Published on: November 22, 2016

NEIMiner: nanomaterial environmental impact data miner.

Kaizhi Tang¹, Xiong Liu, Stacey L Harper

¹Intelligent Automation, Inc., Rockville, MD, USA.

International Journal of Nanomedicine

|October 8, 2013

Summary

A new system, NEIMiner, helps researchers and policymakers understand the environmental impact of engineered nanomaterials (eNM). It integrates data to predict nanomaterial fate, uptake, and toxicity, supporting informed risk management.

Keywords:

content management system data integration data management data mining model composition modeling nanomaterial environmental impact

More Related Videos

Transport of Surface-modified Carbon Nanotubes through a Soil Column

Transport of Surface-modified Carbon Nanotubes through a Soil Column

Published on: April 2, 2015

Experimental Protocol to Investigate Particle Aerosolization of a Product Under Abrasion and Under Environmental Weathering

Experimental Protocol to Investigate Particle Aerosolization of a Product Under Abrasion and Under Environmental Weathering

Published on: September 16, 2016

Related Experiment Videos

Last Updated: May 7, 2026

Testing of Nanoparticle Release from a Composite Containing Nanomaterial Using a Chamber System

Testing of Nanoparticle Release from a Composite Containing Nanomaterial Using a Chamber System

Published on: November 22, 2016

Transport of Surface-modified Carbon Nanotubes through a Soil Column

Transport of Surface-modified Carbon Nanotubes through a Soil Column

Published on: April 2, 2015

Experimental Protocol to Investigate Particle Aerosolization of a Product Under Abrasion and Under Environmental Weathering

Experimental Protocol to Investigate Particle Aerosolization of a Product Under Abrasion and Under Environmental Weathering

Published on: September 16, 2016

Area of Science:

Environmental Science
Materials Science
Computational Biology

Background:

Engineered nanomaterials (eNM) offer diverse applications but pose potential environmental risks.
Assessing eNM environmental impact requires understanding their fate, bioavailability, and toxicity.
Informed risk management for eNM necessitates robust scientific data and predictive models.

Purpose of the Study:

To develop a data mining system, NEIMiner, for studying nanomaterial environmental impact (NEI).
To create a comprehensive platform for aggregating and analyzing large-scale, distributed NEI data.
To support evidence-based decision-making for the responsible development and application of eNM.

Main Methods:

Developed a model-driven, data mining system (NEIMiner) with four integrated components.
Implemented an NEI modeling framework for layered predictability.
Utilized automatic web services and web scraping for data integration.
Extended Drupal CMS for data management and access of NEI-related bibliography and characterization data.
Incorporated advanced analysis capabilities in the model building layer.

Main Results:

Successfully developed and integrated four core components of the NEIMiner system.
Demonstrated the system's capability to aggregate and analyze large-scale, distributed NEI data.
Established a functional prototype of NEIMiner, accessible online.

Conclusions:

NEIMiner provides significant value in assessing nanomaterial environmental impact.
The system facilitates a more comprehensive understanding of eNM environmental fate and effects.
NEIMiner supports informed risk management strategies for engineered nanomaterials.