Parcourir par Auteur Cirad

Convolutional neural network allows amylose content prediction in yam (Dioscorea alata L.) flour using near infrared spectroscopy. Houngbo Mahugnon Ezekiel, Desfontaines Lucienne, Diman Jean-Louis, Arnau Gemma, Mestres Christian, Davrieux Fabrice, Rouan Lauriane, Beurier Grégory, Marie-Magdeleine Carine, Meghar Karima, Alamu Emmanuel Oladeji, Otegbayo Bolanle Omolara, Cornet Denis. 2024. Journal of the Science of Food and Agriculture, 104 (8), n.spéc. Tropical roots, tubers and bananas: New breeding tools and methods to meet consumer preferences : 4915-4921.

Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits. Larue Florian, Rouan Lauriane, Pot David, Rami Jean-François, Luquet Delphine, Beurier Grégory. 2024. Frontiers in Plant Science, 15:1393965, 13 p.

AraDiv: A dataset of functional traits and leaf hyperspectral reflectance of Arabidopsis thaliana. Przybylska Stefania, Violle Cyrille, Vile Denis, Scheepens J.F., Lacombe Benoit, Le Roux Xavier, Perrier Lisa, Sales-Mabily Lou, Laumond Mariette, Vinyeta Mariona, Moulin Pierre, Beurier Grégory, Rouan Lauriane, Cornet Denis, Vasseur François. 2023. Scientific Data, 10:314, 8 p.

Into the range: A latitudinal gradient or a center-margins differentiation of ecological strategies in Arabidopsis thaliana? Estarague Aurélien, Vasseur François, Sartori Kevin, Bastias Cristina, Cornet Denis, Rouan Lauriane, Beurier Grégory, Exposito-Alonso Moises, Herbette Stéphane, Bresson Justine, Vile Denis, Violle Cyrille. 2022. Annals of Botany, 129 (3) : 343-356.

A Perspective on plant phenomics: Coupling deep learning and near-infrared spectroscopy. Vasseur François, Cornet Denis, Beurier Grégory, Messier Julie, Rouan Lauriane, Bresson Justine, Ecarnot Martin, Stahl Mark, Heumos Simon, Gérard Marianne, Reijnen Hans, Tillard Pascal, Lacombe Benoit, Emanuel Amélie, Floret Justine, Estarague Aurélien, Przybylska Stefania, Sartori Kevin, Gillespie Lauren M., Baron Etienne, Kazakou Elena, Vile Denis, Violle Cyrille. 2022. Frontiers in Plant Science, 13:13:836488, 12 p.

Predicting quality, texture and chemical content of yam (Dioscorea alata L.) tubers using near infrared spectroscopy. Ehounou Adou Emmanuel, Cornet Denis, Desfontaines Lucienne, Marie-Magdeleine Carine, Maledon Erick, Nudol Elie, Beurier Grégory, Rouan Lauriane, Brat Pierre, Lechaudel Mathieu, Noûs Camille, N'Guetta Assanvo Simon-Pierre, Kouakou Amani Michel, Arnau Gemma. 2021. Journal of Near Infrared Spectroscopy, 29 (3) : 128-139.

Using UAV borne, multi-spectral imaging for the field phenotyping of shoot biomass, leaf area index and height of west african sorghum varieties under two contrasted water conditions. Gano Baboucar, Dembele Joseph Sekou B, Ndour Adama, Luquet Delphine, Beurier Grégory, Diouf Diaga, Audebert Alain. 2021. Agronomy (Basel), 11 (5):850, 20 p.

GECKO is a genetic algorithm to classify and explore high throughput sequencing data. Thomas Aubin, Barriere sylvain, Broseus Lucile, Brooke Julie, Lorenzi Claudio, Villemin Jean-Philippe, Beurier Grégory, Sabatier Robert, Reynes Christelle, Mancheron Alban, Ritchie William. 2019. Communications Biology, 2:222, 8 p.

Modelling tiller growth and mortality as a sink-driven process using Ecomeristem: Implications for biomass sorghum ideotyping. Larue Florian, Fumey Damien, Rouan Lauriane, Soulie Jean-Christophe, Roques Sandrine, Beurier Grégory, Luquet Delphine. 2019. Annals of Botany, 124 (4), n.spéc. Bioenergy crops for future climates : 675-690.

UAV method based on multispectral imaging for field phenotyping. Mbaye Modou, Ndour Adama, Gano Boubacar, Dembele Joseph Sekou B, Luquet Delphine, Beurier Grégory, Audebert Alain. 2022. In : Crop adaptation and improvement for drought-prone environments. Ndjido A. Kane (ed.), Foncéka Daniel (ed.), Dalton Timothy J. (ed.). Manhattan : New Prairie Press, 173-187. ISBN 978-1-944548-46-9

Why and how crop models should account for C source-sink relationships better to address future agro-climatic challenges [S1-O.07]. Luquet Delphine, Larue Florian, Fabre Denis, Rebolledo Cid Maria Camila, Clément-Vidal Anne, Rouan Lauriane, Beurier Grégory, Dingkuhn Michael. 2020. In : Crop modelling for agriculture and food security under global change: Book of abstracts. CIRAD, INRAE, INRIA. Montpellier : CIRAD, Résumé, 50-51. International Crop Modelling Symposium (iCROPM 2020), Montpellier, France, 3 Février 2020/5 Février 2020.

Using Phenoarch platform to dissect the genetic and physiological control of growth and water use response to drought of African sorghum. [P61]. Larue Florian, Roques Sandrine, Beurier Grégory, Rouan Lauriane, Cabrera-Bosquet Llorenç, Luchaire Nathalie, Luquet Delphine. 2018. . Cape Town : University of Pretoria-Kansas State University, 1 poster Sorghum in the 21st century: “Food, Feed and Fuel in a Rapidly Changing World”, Cape Town, Afrique du Sud, 9 Avril 2018/12 Avril 2018.

MaCS4Plants: A mathematic & computer science network for FSPM. Arsouze Thomas, Beurier Grégory, Boudon Frédéric, Fernandez Romain, Labadie Marc, Perez Raphaël, Vezy Rémi, Jaeger Marc, Pradal Christophe. 2023. In : Book of abstracts the 10th International Conference on Functional-Structural Plant Models (FSPM2023). Tsu-Wei Chen (ed.), Andreas Fricke (ed.), Katrin Kahlen (ed.), Susann Müller (ed.), Hartmut Stützel (ed.). Hannover : Institute of Horticultural Production Systems, 52-53. International Conference on Functional-Structural Plant Models (FSPM2023). 10, Berlin, Allemagne, 27 Mars 2023/31 Mars 2023.

Assembler la diversité des modèles classiques et " deep learning " pour développer un pipeline de calibration SPIR performant et générique. Cornet Denis, Desfontaines Lucienne, Cormier Fabien, Marie-Magdeleine Carine, Arnau Gemma, Meghar Karima, Davrieux Fabrice, Beurier Grégory. 2019. In : Livret des résumés des 20èmes Rencontres HélioSPIR. HélioSPIR. Montpellier : HélioSPIR, Résumé, 15-16. Rencontres HélioSPIR. 20, Montpellier, France, 14 Octobre 2019/15 Octobre 2019.

Analyzing and modelling biomass accumulation in sorghum stem and its drought regulation at tissue and organ level – genotypic variability and implications for ideotype conception. Luquet Delphine, Perrier Lisa, Clément-Vidal Anne, Jaffuel Sylvie, Verdeil Jean-Luc, Pot David, Larue Florian, Soutiras Armelle, Roques Sandrine, Baptiste Christelle, Gatineau Frédéric, Beurier Grégory, Rouan Lauriane. 2018. . s.l. : s.n., Résumé, 1 p. Sorghum in the 21st century "Food, Feed and Fuel in a Rapidly Changing World", Cape Town, Afrique du Sud, 9 Avril 2018/12 Avril 2018.

DAPHNE-Ecofi V2.0. Auzoux Sandrine, Rouan Lauriane, Pot David, Beurier Grégory, Aguilar Grégory, Soulie Jean-Christophe. 2018. Montpellier : CIRAD, 1 p.