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Title: Microplastics and Trash Cleaning and Harmonization (MaTCH): Semantic Data Ingestion and Harmonization Using Artificial Intelligence

Journal Article · · Environmental Science and Technology
ORCiD logo [1]; ORCiD logo [2];  [1]
  1. University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
  2. University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States, Moore Institute for Plastic Pollution Research, Long Beach, California 90803, United States

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
2478035
Journal Information:
Environmental Science and Technology, Journal Name: Environmental Science and Technology Journal Issue: 46 Vol. 58; ISSN 0013-936X
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (30)

A fit‐for‐purpose categorization scheme for microplastic morphologies journal July 2022
Learning from natural sediments to tackle microplastics challenges: A multidisciplinary perspective journal May 2022
Nano and microplastic interactions with freshwater biota – Current knowledge, challenges and future solutions journal July 2021
Concentrations of tire wear microplastics and other traffic-derived non-exhaust particles in the road environment journal December 2022
Man-made natural and regenerated cellulosic fibres greatly outnumber microplastic fibres in the atmosphere journal October 2022
Identification of the driving factors of microplastic load and morphology in estuaries for improving monitoring and management strategies: A global meta-analysis journal September 2023
Recommended best practices for collecting, analyzing, and reporting microplastics in environmental media: Lessons learned from comprehensive monitoring of San Francisco Bay journal May 2021
Quantification of microplastics: Which parameters are essential for a reliable inter-study comparison? journal August 2020
Marine debris database development using international best practices: A case study in Vietnam journal December 2021
A microplastic size classification scheme aligned with universal plankton survey methods journal January 2021
EMODnet marine litter data management at pan-European scale journal November 2019
Characterizing the multidimensionality of microplastics across environmental compartments journal September 2021
Solving the Nonalignment of Methods and Approaches Used in Microplastic Research to Consistently Characterize Risk journal September 2020
Lifetime Accumulation of Microplastic in Children and Adults journal March 2021
Are We Speaking the Same Language? Recommendations for a Definition and Categorization Framework for Plastic Debris journal December 2018
Simplifying Microplastic via Continuous Probability Distributions for Size, Shape, and Density journal July 2019
Data-driven materials research enabled by natural language processing and information extraction journal December 2020
Quantifying ecological risks of aquatic micro- and nanoplastic journal December 2018
Modelling size distributions of marine plastics under the influence of continuous cascading fragmentation journal May 2021
Litter origins, accumulation rates, and hierarchical composition on urban roadsides of the Inland Empire, California journal January 2022
Addressing big data issues in Scientific Data Infrastructure conference May 2013
A Text Generation and Prediction System: Pre-training on New Corpora Using BERT and GPT-2 conference July 2020
Applications of Natural Language Processing in Biodiversity Science journal May 2012
Reporting Guidelines to Increase the Reproducibility and Comparability of Research on Microplastics journal June 2020
Macroplastic research in an era of microplastic journal March 2021
Trash Taxonomy Tool: harmonizing classification systems used to describe trash in environments journal June 2022
Harmonized protocol for monitoring microplastics in biota text January 2019
Current State of Microplastic Pollution Research Data: Trends in Availability and Sources of Open Data journal June 2022
Nanofragmentation of Expanded Polystyrene Under Simulated Environmental Weathering (Thermooxidative Degradation and Hydrodynamic Turbulence) journal January 2021
A Public Database for Microplastics in the Environment journal February 2023

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