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Beech leaf disease symptom detection using deep learning and computer vision tools Cover

Beech leaf disease symptom detection using deep learning and computer vision tools

Open Access
|Apr 2026

Authors

Benjamin D. Waldo

Benjamin.Waldo@usda.gov

USDA-ARS, Mycology and Nematology Genetic Diversity and Biology Laboratory, Beltsville, USA

Paulo Vieira

USDA-ARS, Mycology and Nematology Genetic Diversity and Biology Laboratory, Beltsville, USA

Matthew A. Borden

Bartlett Tree Research Laboratories, Charlotte, USA

Shiguang Li

USDA-ARS, Mycology and Nematology Genetic Diversity and Biology Laboratory, Beltsville, USA
DOI: https://doi.org/10.2478/jofnem-2026-0011 | Journal eISSN: 2640-396X | Journal ISSN: 0022-300X
Language: English
Page range: 66 - 77
Submitted on: Jan 20, 2026
Accepted on: Mar 20, 2026
Published on: Apr 27, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Benjamin D. Waldo, Paulo Vieira, Matthew A. Borden, Shiguang Li, published by Society of Nematologists, Inc.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.