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From seeding to detachment : leveraging deep learning to quantify the transport of tire wear microplastics in a wind tunnel

Title data

Ayinde, Bashir Olasunkanmi ; Babel, Wolfgang ; Olesch, Johannes ; Wagner, Daniel ; Agarwal, Seema ; Laforsch, Christian ; Brehm, Julian ; Nölscher, Anke ; Thomas, Christoph:
From seeding to detachment : leveraging deep learning to quantify the transport of tire wear microplastics in a wind tunnel.
In: Aerosol Research Discussions. (2026) . - pp. 1-37.
ISSN 2940-3405
DOI: https://doi.org/10.5194/ar-2026-2

Official URL: Volltext

Project information

Project title:
Project's official title
Project's id
SFB 1357: MIKROPLASTIK – Gesetzmäßigkeiten der Bildung, des Transports, des physikalisch-chemischen Verhaltens sowie der biologischen Effekte: Von Modell- zu komplexen Systemen als Grundlage neuer Lösungsansätze
391977956

Project financing: Deutsche Forschungsgemeinschaft

Further data

Item Type: Article in a journal
Refereed: No
Keywords: Microplastics; deep learning; image analysis; particle seeding; tyre wear; environmental pollution
Institutions of the University: Faculties
Faculties > Faculty of Biology, Chemistry and Earth Sciences
Faculties > Faculty of Biology, Chemistry and Earth Sciences > Department of Biology > Chair Animal Ecology I > Chair Animal Ecology I - Univ.-Prof. Dr. Christian Laforsch
Faculties > Faculty of Biology, Chemistry and Earth Sciences > Department of Chemistry > Chair Macromolecular Chemistry II
Faculties > Faculty of Biology, Chemistry and Earth Sciences > Department of Earth Sciences
Faculties > Faculty of Biology, Chemistry and Earth Sciences > Department of Earth Sciences > Professor Micrometeorology
Faculties > Faculty of Biology, Chemistry and Earth Sciences > Department of Earth Sciences > Professor Micrometeorology > Professor Micrometeorology - Univ.-Prof. Dr. Christoph K. Thomas
Profile Fields
Profile Fields > Advanced Fields
Profile Fields > Advanced Fields > Ecology and the Environmental Sciences
Profile Fields > Advanced Fields > Nonlinear Dynamics
Research Networks
Research Networks > Ecology and Environment
Research Institutions
Research Institutions > Central research institutes > Bayreuth Center of Ecology and Environmental Research- BayCEER
Research Institutions > Collaborative Research Centers, Research Unit
Research Institutions > Collaborative Research Centers, Research Unit > SFB 1357 - MIKROPLASTIK
Result of work at the UBT: Yes
DDC Subjects: 500 Science > 550 Earth sciences, geology
Date Deposited: 04 Apr 2026 21:00
Last Modified: 07 Apr 2026 12:19
URI: https://eref.uni-bayreuth.de/id/eprint/96732