Cargando…

Unsupervised analysis of NIRS spectra to assess complex plant traits: leaf senescence as a use case

BACKGROUND: As a rapid and non-destructive method, Near Infrared Spectroscopy is classically proposed to assess plant traits in many scientific fields, to observe enlarged genotype panels and to document the temporal kinetic of some biological processes. Most often, supervised models are used. The s...

Descripción completa

Detalles Bibliográficos
Autores principales:	Villesseche, Héloïse, Ecarnot, Martin, Ballini, Elsa, Bendoula, Ryad, Gorretta, Nathalie, Roumet, Pierre
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373489/ https://www.ncbi.nlm.nih.gov/pubmed/35962438 http://dx.doi.org/10.1186/s13007-022-00927-6

Ejemplares similares

Exploring the potential of PROCOSINE and close-range hyperspectral imaging to study the effects of fungal diseases on leaf physiology
por: Morel, Julien, et al.
Publicado: (2018)

Preprocessing NIR Spectra for Aquaphotomics
por: Roger, Jean-Michel, et al.
Publicado: (2022)

On-site substrate characterization in the anaerobic digestion context: A dataset of near infrared spectra acquired with four different optical systems on freeze-dried and ground organic waste
por: Pérémé, Margaud, et al.
Publicado: (2021)

Shade-Induced Leaf Senescence in Plants
por: Li, Zhuang, et al.
Publicado: (2023)

Domestication provides durum wheat with protection from locust herbivory
por: Chapuis, Marie‐Pierre, et al.
Publicado: (2023)

Discriminating between Absorption and Scattering Effects in Complex Turbid Media by Coupling Polarized Light Spectroscopy with the Mueller Matrix Concept
por: Ducanchez, Arnaud, et al.
Publicado: (2022)

Leaf reflectance spectra capture the evolutionary history of seed plants
por: Meireles, José Eduardo, et al.
Publicado: (2020)

Editorial for Special Issue “Leaf Senescence” in Plants
por: Zentgraf, Ulrike, et al.
Publicado: (2021)

Function of Protein Kinases in Leaf Senescence of Plants
por: Yang, Fengbo, et al.
Publicado: (2022)

Anharmonicity and Spectra–Structure Correlations in MIR and NIR Spectra of Crystalline Menadione (Vitamin K(3))
por: Beć, Krzysztof B., et al.
Publicado: (2021)

A New Optical Sensor Based on Laser Speckle and Chemometrics for Precision Agriculture: Application to Sunflower Plant-Breeding
por: Ryckewaert, Maxime, et al.
Publicado: (2020)

Evaluating potential of leaf reflectance spectra to monitor plant genetic variation
por: Li, Cheng, et al.
Publicado: (2023)

An unsupervised machine learning method for assessing quality of tandem mass spectra
por: Lin, Wenjun, et al.
Publicado: (2012)

Simulated NIR spectra as sensitive markers of the structure and interactions in nucleobases
por: Beć, Krzysztof B., et al.
Publicado: (2019)

Intraspecific Trait Variation and Coordination: Root and Leaf Economics Spectra in Coffee across Environmental Gradients
por: Isaac, Marney E., et al.
Publicado: (2017)

Convergent Variations in the Leaf Traits of Desert Plants
por: Akram, Muhammad Adnan, et al.
Publicado: (2020)

Author Correction: Simulated NIR spectra as sensitive markers of the structure and interactions in nucleobases
por: Beć, Krzysztof B., et al.
Publicado: (2020)

Domestication-driven changes in plant traits associated with changes in the assembly of the rhizosphere microbiota in tetraploid wheat
por: Spor, Aymé, et al.
Publicado: (2020)

Biotechnological mechanism for improving plant remobilization of phosphorus during leaf senescence
por: Da Ros, Letitia M., et al.
Publicado: (2019)

Plant functional trait data and reflectance spectra for 22 palmiet wetland species
por: Rebelo, Alanna J., et al.
Publicado: (2018)

Calibration of spectra in presence of non-stationary background using unsupervised physics-informed deep learning
por: Puleio, Alessandro, et al.
Publicado: (2023)

Toward Fully Unsupervised Anharmonic Computations Complementing Experiment for Robust and Reliable Assignment and Interpretation of IR and VCD Spectra from Mid-IR to NIR: The Case of 2,3-Butanediol and trans-1,2-Cyclohexanediol
por: Paoloni, Lorenzo, et al.
Publicado: (2020)

Non-linearity correction in NIR absorption spectra by grouping modeling according to the content of analyte
por: Liu, Ai, et al.
Publicado: (2018)

An efficient variable selection method based on random frog for the multivariate calibration of NIR spectra
por: Sun, Jingjing, et al.
Publicado: (2020)

Quantification of Salicylates and Flavonoids in Poplar Bark and Leaves Based on IR, NIR, and Raman Spectra
por: Mazurek, Sylwester, et al.
Publicado: (2022)

Quantitative Determination of Polyphenols and Flavonoids in Cistus × incanus on the Basis of IR, NIR and Raman Spectra
por: Pielorz, Sonia, et al.
Publicado: (2022)

A Vis/NIR spectra-based approach for identifying bananas infected with Colletotrichum musae
por: Chu, Xuan, et al.
Publicado: (2023)

Oxidative stress and leaf senescence
por: Sedigheh, Hatami Gigloo, et al.
Publicado: (2011)

Leaf Senescence by Magnesium Deficiency
por: Tanoi, Keitaro, et al.
Publicado: (2015)

Leaf Senescence and GABA Shunt
por: Ansari, Mohammad Israil, et al.
Publicado: (2014)

Chloroplast dismantling in leaf senescence
por: Domínguez, Fernando, et al.
Publicado: (2021)

Effect of the Architecture of Fiber-Optic Probes Designed for Soluble Solid Content Prediction in Intact Sugar Beet Slices
por: Bendoula, Ryad, et al.
Publicado: (2019)

Rice Premature Leaf Senescence 2, Encoding a Glycosyltransferase (GT), Is Involved in Leaf Senescence
por: Wang, Min, et al.
Publicado: (2018)

Orthologs of Human-Disease-Associated Genes in Plants Are Involved in Regulating Leaf Senescence
por: Wang, Hou-Ling, et al.
Publicado: (2023)

Testing models for the leaf economics spectrum with leaf and whole-plant traits in Arabidopsis thaliana
por: Blonder, Benjamin, et al.
Publicado: (2015)

A scale space approach for unsupervised feature selection in mass spectra classification for ovarian cancer detection
por: Ceccarelli, Michele, et al.
Publicado: (2009)

Filter Feature Selection for Unsupervised Clustering of Designer Drugs Using DFT Simulated IR Spectra Data
por: He, Kedan
Publicado: (2021)

Coupling Waveguide-Based Micro-Sensors and Spectral Multivariate Analysis to Improve Spray Deposit Characterization in Agriculture
por: Taleb Bendiab, Anis, et al.
Publicado: (2019)

Comparing Machine Learning and PLSDA Algorithms for Durian Pulp Classification Using Inline NIR Spectra
por: Pokhrel, Dharma Raj, et al.
Publicado: (2023)

The Rice SPOTTED LEAF4 (SPL4) Encodes a Plant Spastin That Inhibits ROS Accumulation in Leaf Development and Functions in Leaf Senescence
por: Song, Giha, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_hre7kn4ul363hi604r6kitnhhd