Training and evaluating machine learning algorithms for ocean microplastics classification through vibrational spectroscopy

EXPRESS: Toward the Systematic Identification of Microplastics in the Environment: Evaluation of a New Independent Software Tool (siMPle) for Spectroscopic Analysis

(2020) Sebastian Primpke et al.   APPLIED SPECTROSCOPY

EXPRESS: High-Throughput Analyses of Microplastic Samples Using Fourier Transform Infrared and Raman Spectrometry

(2020) Josef Brandt et al.   APPLIED SPECTROSCOPY

Atmospheric microplastics: A review on current status and perspectives

(2020) Yulan Zhang et al.   EARTH-SCIENCE REVIEWS

Classification and Quantification of Microplastics (

(2020) Vitor H. da Silva et al.   ANALYTICAL CHEMISTRY

A machine learning algorithm for high throughput identification of FTIR spectra: Application on microplastics collected in the Mediterranean Sea

(2019) Mikaël Kedzierski et al.   CHEMOSPHERE

Microplastics as contaminants in the soil environment: A mini-review

(2019) Jiao Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Reference database design for the automated analysis of microplastic samples based on Fourier transform infrared (FTIR) spectroscopy

(2018) Sebastian Primpke et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Multivariate comparison of classification performance measures

(2018) Davide Ballabio et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Validation of ATR FT-IR to identify polymers of plastic marine debris, including those ingested by marine organisms

(2018) Melissa R. Jung et al.   MARINE POLLUTION BULLETIN

Comparison of Raman and Fourier Transform Infrared Spectroscopy for the Quantification of Microplastics in the Aquatic Environment

(2018) Livia Cabernard et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Data preprocessing & evaluation used in the microplastics identification process: A critical review & practical guide

(2018) Gerrit Renner et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Effects of micro- and nanoplastics on aquatic ecosystems: Current research trends and perspectives

(2017) Yooeun Chae et al.   MARINE POLLUTION BULLETIN

The plastic in microplastics: A review

(2017) Anthony L. Andrady   MARINE POLLUTION BULLETIN

Analysis of environmental microplastics by vibrational microspectroscopy: FTIR, Raman or both?

(2016) Andrea Käppler et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

GPU-SME- k NN: Scalable and memory efficient k NN and lazy learning using GPUs

(2016) Pablo D. Gutiérrez et al.   INFORMATION SCIENCES

Occurrence and Distribution of Microplastics in the Sea Surface Microlayer in Jinhae Bay, South Korea

(2015) Young Kyoung Song et al.   ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY

A critical overview of the analytical approaches to the occurrence, the fate and the behavior of microplastics in the environment

(2015) Teresa Rocha-Santos et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A review of what is an emerging contaminant

(2014) Sébastien Sauvé et al.   Chemistry Central Journal

High-levels of microplastic pollution in a large, remote, mountain lake

(2014) Christopher M. Free et al.   MARINE POLLUTION BULLETIN

Optimizing Savitzky–Golay Parameters for Improving Spectral Resolution and Quantification in Infrared Spectroscopy

(2013) Boris Zimmermann et al.   APPLIED SPECTROSCOPY

Life in the “Plastisphere”: Microbial Communities on Plastic Marine Debris

(2013) Erik R. Zettler et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Microplastics in the Marine Environment: A Review of the Methods Used for Identification and Quantification

(2012) Valeria Hidalgo-Ruz et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Occurrence, distribution and characteristics of beached plastic production pellets on the island of Malta (central Mediterranean)

(2010) Andrew Turner et al.   MARINE POLLUTION BULLETIN

Contributing to marine pollution by washing your face: Microplastics in facial cleansers

(2009) Lisa S. Fendall et al.   MARINE POLLUTION BULLETIN