PCA-based detection of phosphorous deficiency in wheat plants using prompt fluorescence and 820 nm modulated reflection signals

Yousra El-Mejjaouy; Laila Belmrhar; Youssef Zeroual; Benjamin Dumont; Benoît Mercatoris; Abdallah Oukarroum

doi:10.1371/journal.pone.0286046

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Open Access

Peer-reviewed

Research Article

PCA-based detection of phosphorous deficiency in wheat plants using prompt fluorescence and 820 nm modulated reflection signals

Yousra El-Mejjaouy ,

Roles Data curation, Formal analysis, Validation, Visualization, Writing – original draft

* E-mail: Yousra.elmejjaouy@um6p.ma (YEM); abdallah.oukarroum@um6p.ma, abdallah.oukarroum@gmail.com (AO)

Affiliations AgoBioSciences, Plant Stress Physiology Laboratory, University Mohammed VI Polytechnic (UM6P), Benguerir, Morocco, Biosystems Dynamics and Exchanges, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
⨯
Laila Belmrhar,

Roles Data curation

Affiliation AgoBioSciences, Plant Stress Physiology Laboratory, University Mohammed VI Polytechnic (UM6P), Benguerir, Morocco
⨯
Youssef Zeroual,

Roles Funding acquisition, Validation

Affiliation AgoBioSciences, Plant Stress Physiology Laboratory, University Mohammed VI Polytechnic (UM6P), Benguerir, Morocco
⨯
Benjamin Dumont,

Roles Formal analysis, Validation, Visualization, Writing – review & editing

Affiliation Pant Sciences / Crop Science, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium

https://orcid.org/0000-0001-8411-3990

⨯
Benoît Mercatoris,

Roles Validation, Writing – review & editing

Affiliation Biosystems Dynamics and Exchanges, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
⨯
Abdallah Oukarroum

Roles Conceptualization, Formal analysis, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: Yousra.elmejjaouy@um6p.ma (YEM); abdallah.oukarroum@um6p.ma, abdallah.oukarroum@gmail.com (AO)

Affiliations AgoBioSciences, Plant Stress Physiology Laboratory, University Mohammed VI Polytechnic (UM6P), Benguerir, Morocco, High Throughput Multidisciplinary Research Laboratory, University Mohammed VI Polytechnic (UM6P), Benguerir, Morocco

https://orcid.org/0000-0002-1942-5610

⨯

PCA-based detection of phosphorous deficiency in wheat plants using prompt fluorescence and 820 nm modulated reflection signals

Yousra El-Mejjaouy,
Laila Belmrhar,
Youssef Zeroual,
Benjamin Dumont,
Benoît Mercatoris,
Abdallah Oukarroum

Published: May 24, 2023
https://doi.org/10.1371/journal.pone.0286046

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Chlorophyll
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Fertilizers
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Reflection
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Leaves
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Wheat
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Photosynthesis
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Oxidation
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