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Title:Detecting nematodes in potato plants : An explainable machine learning approach for detection of potato cyst nematode infections using hyperspectral imaging
Authors:ID Lapajne, Janez (Author)
ID Susič, Nik (Author)
ID Vončina, Andrej (Author)
ID Gerič Stare, Barbara (Author)
ID Viaene, Nicole (Author)
ID Beek, Jonathan Van (Author)
ID Nuyttens, David (Author)
ID Širca, Saša (Author)
ID Žibrat, Uroš (Author)
Files:URL URL - Source URL, visit https://www.sciencedirect.com/science/article/pii/S2643651525001335?via%3Dihub
 
.pdf PDF - Presentation file, download (3,52 MB)
MD5: 351353CD48ED6F5F7ED36B8588F426AD
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo KIS - Agricultural Institute of Slovenia
Keywords:hyperspectral imaging, machine learning, potato plant, potato, potato cyst nematodes
Publication status:Published
Publication version:Version of Record
Publication date:14.10.2025
Year of publishing:2025
Number of pages:str.
Numbering:Vol. 7, iss. 4, [article no.] 100127
PID:20.500.12556/DiRROS-23890 New window
UDC:631
ISSN on article:2643-6515
DOI:10.1016/j.plaphe.2025.100127 New window
COBISS.SI-ID:253711875 New window
Note:Nasl. z nasl. zaslona; Soavtorji: Nik Susič, Andrej Vončina, Barbara Gerič Stare, Nicole Viaene , Jonathan Van Beek, David Nuyttens, Saša Širca, Uroš Žibrat; Opis vira z dne 17. 10. 2025;
Publication date in DiRROS:26.03.2026
Views:168
Downloads:115
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Record is a part of a journal

Title:Plant phenomics
Shortened title:Plant phenomics
Publisher:Science Partner Journals
ISSN:2643-6515
COBISS.SI-ID:529925401 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P4-0072-2018
Name:Agrobiodiverziteta

Funder:ARIS - Slovenian Research and Innovation Agency
Funding programme:Mladi raziskovalec
Project number:54720

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P4-0431
Name:Kmetijstvo naslednje generacije

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Latin
Keywords:Globodera, Solanum tuberosumdetection


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