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Shouyang Liu
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Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery
X Jin, S Liu, F Baret, M Hemerlé, A Comar
Remote Sensing of Environment 198, 105-114, 2017
4282017
Ear density estimation from high resolution RGB imagery using deep learning technique
S Madec, X Jin, H Lu, B De Solan, S Liu, F Duyme, E Heritier, F Baret
Agricultural and Forest Meteorology 264, 225-234, 2019
2362019
Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high-resolution RGB-labelled images to develop and benchmark wheat head detection methods
E David, S Madec, P Sadeghi-Tehran, H Aasen, B Zheng, S Liu, ...
Plant Phenomics 2020, 2020
1872020
Response of relative sap flow to meteorological factors under different soil moisture conditions in rainfed jujube (Ziziphus jujuba Mill.) plantations in semiarid …
D Chen, Y Wang, S Liu, X Wei, X Wang
Agricultural Water Management 136, 23-33, 2014
1232014
Estimation of wheat plant density at early stages using high resolution imagery
S Liu, F Baret, B Andrieu, P Burger, M Hemmerle
Frontiers in plant science 8, 739, 2017
842017
Estimating wheat green area index from ground-based LiDAR measurement using a 3D canopy structure model
S Liu, F Baret, M Abichou, F Boudon, S Thomas, K Zhao, C Fournier, ...
Agricultural and Forest Meteorology 247, 12-20, 2017
722017
Global Wheat Head Detection 2021: an improved dataset for benchmarking wheat head detection methods
E David, M Serouart, D Smith, S Madec, K Velumani, S Liu, X Wang, ...
Plant Phenomics 2021, 2021
632021
Estimation of nitrogen nutrition status in winter wheat from unmanned aerial vehicle based multi-angular multispectral imagery
T Cheng, N Lu, W Wang, Q Zhang, D Li, X YAO, Y Tian, Y Zhu, W Cao, ...
Frontiers in Plant Science 10, 1601, 2019
602019
A method to estimate plant density and plant spacing heterogeneity: application to wheat crops
S Liu, F Baret, D Allard, X Jin, B Andrieu, P Burger, M Hemmerlé, A Comar
Plant methods 13 (1), 38, 2017
432017
Estimation of Plant and Canopy Architectural Traits Using the Digital Plant Phenotyping Platform
S Liu, P Martre, S Buis, M Abichou, B Andrieu, F Baret
Plant physiology 181 (3), 881-890, 2019
392019
Characterizing reflectance anisotropy of background soil in open-canopy plantations using UAV-based multiangular images
L Li, X Mu, J Qi, J Pisek, P Roosjen, G Yan, H Huang, S Liu, F Baret
ISPRS Journal of Photogrammetry and Remote Sensing 177, 263-278, 2021
262021
Global wheat head dataset 2021: more diversity to improve the benchmarking of wheat head localization methods
E David, M Serouart, D Smith, S Madec, K Velumani, S Liu, X Wang, ...
arXiv preprint arXiv:2105.07660, 2021
212021
Ultrahigh-resolution boreal forest canopy mapping: Combining UAV imagery and photogrammetric point clouds in a deep-learning-based approach
L Li, X Mu, F Chianucci, J Qi, J Jiang, J Zhou, L Chen, H Huang, G Yan, ...
International Journal of Applied Earth Observation and Geoinformation 107 …, 2022
202022
Importance of the description of light interception in crop growth models
S Liu, F Baret, M Abichou, L Manceau, B Andrieu, M Weiss, P Martre
Plant Physiology, 2021
202021
Measured and Estimated Evapotranspiration of Jujube (Ziziphus jujuba) Forests in the Loess Plateau, China.
S Liu, Y Wang, X Wei, X Wei, X Wang, L Zhang
International Journal of Agriculture & Biology 15 (5), 2013
182013
Using Bayesian analysis to compare the performance of three evapotranspiration models for rainfed jujube (Ziziphus jujuba Mill.) plantations in the Loess Plateau
D Chen, X Wang, S Liu, Y Wang, Z Gao, L Zhang, X Wei, X Wei
Agricultural Water Management 159, 341-357, 2015
172015
Effect of trim on jujube transpiration in loess hilly region
W Xinguang, C Dianyu, L Shouyang, W Xing, G Zhiyong, W Youke
Transactions of the Chinese Society for Agricultural Machinery 45 (12), 194-202, 2014
17*2014
Visible, near infrared, and thermal spectral radiance on-board uavs for high-throughput phenotyping of plant breeding trials
SC Chapman, B Zheng, A Potgieter, W Guo, B Frederic, S Liu, S Madec, ...
Biophys. Biochem. Charact. Plant Species Stud 3, 275, 2018
142018
Modeling the spatial distribution of plants on the row for wheat crops: Consequences on the green fraction at the canopy level
S Liu, F Baret, B Andrieu, M Abichou, D Allard, B De Solan, P Burger
Computers and Electronics in Agriculture 136, 147-156, 2017
112017
Effective GAI is best estimated from reflectance observations as compared to GAI and LAI: Demonstration for wheat and maize crops based on 3D radiative transfer simulations
J Jiang, M Weiss, S Liu, F Baret
Field Crops Research 283, 108538, 2022
72022
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