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N. Virlet · SciRah

Researcher profile · Semantic Scholar

N. Virlet

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N. Virlet — researcher profile on SciRah

h-index: 15
Works: 32
Citations: 1,079

Most-cited papers

Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring.
N. Virlet, Kasra Sabermanesh, Pouria Sadeghi-Tehran, M. Hawkesford
2016Functional Plant Biology344 citations Open access
Semantic Scholar
DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks
Pouria Sadeghi-Tehran, N. Virlet, E. Ampe, P. Reyns +1 more
2019Frontiers in Plant Science137 citations Open access
Semantic Scholar
Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
D. Gómez-Candón, N. Virlet, S. Labbé, A. Jolivot +1 more
2016Precision Agriculture122 citations
Semantic Scholar
Automated Method to Determine Two Critical Growth Stages of Wheat: Heading and Flowering
Pouria Sadeghi-Tehran, Kasra Sabermanesh, N. Virlet, M. Hawkesford
2017Frontiers in Plant Science111 citations Open access
Semantic Scholar
Rothamsted Repository Download
Pouria Sadeghi-Tehran, P. Angelov, N. Virlet, M. Hawkesford
73 citations
Semantic Scholar
Stress indicators based on airborne thermal imagery for field phenotyping a heterogeneous tree population for response to water constraints
N. Virlet, V. Lebourgeois, S. Martinez, E. Costes +2 more
2014Journal of Experimental Botany42 citations Open access
Semantic Scholar
Hyperspectral Imaging for Phenotyping Plant Drought Stress and Nitrogen Interactions Using Multivariate Modeling and Machine Learning Techniques in Wheat
F. G. Okyere, D. Cudjoe, N. Virlet, March Castle +6 more
2024Remote Sensing41 citations Open access
Semantic Scholar
Functional QTL mapping and genomic prediction of canopy height in wheat measured using a robotic field phenotyping platform
D. Lyra, N. Virlet, Pouria Sadeghi-Tehran, K. Hassall +5 more
2020Journal of Experimental Botany38 citations Open access
Semantic Scholar
Multispectral airborne imagery in the field reveals genetic determinisms of morphological and transpiration traits of an apple tree hybrid population in response to water deficit
N. Virlet, E. Costes, S. Martinez, J. Kelner +1 more
2015Journal of Experimental Botany37 citations Open access
Semantic Scholar
The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset
Zi-Jian Wang, Radek Zenkl, Latifa Greche, B. de Solan +32 more
2025bioRxiv23 citations Open access
Semantic Scholar
Field phenotyping for African crops: overview and perspectives
D. Cudjoe, N. Virlet, March Castle, A. Riche +4 more
2023Frontiers in Plant Science19 citations Open access
Semantic Scholar
Machine Learning Methods for Automatic Segmentation of Images of Field- and Glasshouse-Based Plants for High-Throughput Phenotyping
F. G. Okyere, D. Cudjoe, Pouria Sadeghi-Tehran, N. Virlet +7 more
2023Plants19 citations Open access
Semantic Scholar
A Neural Network Method for Classification of Sunlit and Shaded Components of Wheat Canopies in the Field Using High-Resolution Hyperspectral Imagery
Pouria Sadeghi-Tehran, N. Virlet, M. Hawkesford
2021Remote Sensing19 citations Open access
Semantic Scholar
Time‐intensive geoelectrical monitoring under winter wheat
G. Blanchy, N. Virlet, Pouria Sadeghi-Tehran, C. Watts +3 more
2020Near Surface Geophysics16 citations Open access
Semantic Scholar
Modeling the spatial-spectral characteristics of plants for nutrient status identification using hyperspectral data and deep learning methods
F. G. Okyere, D. Cudjoe, Pouria Sadeghi-Tehran, N. Virlet +7 more
2023Frontiers in Plant Science15 citations Open access
Semantic Scholar
High resolution thermal and multispectral UAV imagery for precision assessment of apple tree response to water stress
D. Gómez-Candón, S. Labbé, N. Virlet, A. Jolivot +1 more
20149 citations
Semantic Scholar
Multi-feature machine learning model for automatic segmentation of green fractional vegetation cover for high-throughput field phenotyping
Pouria Sadeghi-Tehran, N. Virlet, Kasra Sabermanesh, M. Hawkesford
2017Plant Methods8 citations Open access
Semantic Scholar
Contribution of high-resolution remotely sensed thermal-infrared imagery to high-throughput field phenotyping of an apple progeny submitted to water constraints
N. Virlet, D. Gómez-Candón, V. Lebourgeois, S. Martinez +5 more
20164 citations Open access
Semantic Scholar
Some contributions of remote sensing for orchard irrigation scheduling resulting from the telerieg research program in the south-west of France
C. Isbérie, S. Labbé, A. Jolivot, R. Marti +7 more
20142 citations
Semantic Scholar
Digital phenotyping and genotype-to-phenotype (G2P) models to predict complex traits in cereal crops
N. Virlet, Rothamsted Research, M. Hawkesford
20221 citations
Semantic Scholar
Contribution of airborne remote sensing to high-throughput phenotyping of a hybrid apple population in response to soil water constraints
N. Virlet, E. Costes, S. Martinez, V. Lebourgeois +2 more
20111 citations
Semantic Scholar
Quantifying wheat spike morphology by high resolution 3D surface scanning
Latifa Greche, N. Virlet, Malcolm J. Hawkesford
2026Plant Methods0 citations Open access
Semantic Scholar
A multiscale approach to investigate fluorescence and NDVI imaging as proxy of photosynthetic traits in wheat
N. Virlet, J. Pennacchi, Pouria Sadeghi-Tehran, T. Ashfield +3 more
2023bioRxiv0 citations Open access
Semantic Scholar
Using proximal sensing parameters linked to the photosynthetic capacity to assess the nutritional status and yield potential in quinoa
D. Cudjoe, F. G. Okyere, N. Virlet, M. Castle +10 more
2023Acta Horticulturae0 citations Open access
Semantic Scholar
Seeing winter hardiness
M. Morrison, A. Gahagan, T. Hotte, Gavin D. Humphreys +2 more
20210 citations
Semantic Scholar
Building the Whole-plant Phenotype: Coupling Geophysically-based Below-ground Measurements with Above-ground Data
G. Blanchy, C. Watts, N. Virlet, Pouria Sadeghi-Tehran +4 more
20200 citations Open access
Semantic Scholar
Time-intensive geoelectrical 1 monitoring under winter wheat 2 Time-intensive ERT monitoring under winter wheat 3 4
G. Blanchy, N. Virlet, Pouria Sadeghi-Tehran, C. Watts +3 more
20200 citations
Semantic Scholar
Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration
D. Gómez-Candón, N. Virlet, S. Labbé, A. Jolivot +1 more
2016Precision Agriculture0 citations
Semantic Scholar
PHENOTYPING THE RESPONSE OF AN APPLE TREE HYBRID POPULATION TO SOIL WATER CONSTRAINT UNDER FIELD CONDITIONS: NEW INSIGHTS BROUGHT BY HIGH RESOLUTION IMAGING
N. Virlet, V. Lebourgeois, S. Martinez, S. Labbé +2 more
20150 citations Open access
Semantic Scholar
UAV thermal imagery contribution to high throughput field phenotyping of apple tree hybrid population and characterization of genotypic response to water stress
D. Gómez-Candón, N. Virlet, E. Costes, A. Jolivot +3 more
20140 citations
Semantic Scholar
Screening apple genotypes under soil water deficit, at young and adult tree stages : S04T03
N. Virlet, D. Gómez-Candón, S. Martinez, P. Lauri +4 more
20130 citations
Semantic Scholar
High - throughput phenotyping based on field multispectral images acquisition: Application to the evaluation of F1 hybrid apple tree response to water constraint
N. Virlet, E. Costes, S. Martinez, V. Lebourgeois +2 more
20120 citations
Semantic Scholar

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