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 | 487 | 2017 |
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 | 297 | 2019 |
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 | 248 | 2020 |
Response of relative sap flow to meteorological factors under different soil moisture conditions in rainfed jujube (Ziziphus jujuba Mill.) plantations in semiarid Northwest China D Chen, Y Wang, S Liu, X Wei, X Wang Agricultural Water Management 136, 23-33, 2014 | 143 | 2014 |
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 | 108 | 2021 |
Estimation of wheat plant density at early stages using high resolution imagery S Liu, F Baret, B Andrieu, P Burger, M Hemmerlé Frontiers in Plant Science 8, 739, 2017 | 98 | 2017 |
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 | 87 | 2019 |
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 | 85 | 2017 |
Mapping maize crop coefficient Kc using random forest algorithm based on leaf area index and UAV-based multispectral vegetation indices G Shao, W Han, H Zhang, S Liu, Y Wang, L Zhang, X Cui Agricultural Water Management 252, 106906, 2021 | 75 | 2021 |
Evaluation of the methods for estimating leaf chlorophyll content with SPAD chlorophyll meters R Zhang, P Yang, S Liu, C Wang, J Liu Remote Sensing 14 (20), 5144, 2022 | 58 | 2022 |
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 | 58 | 2017 |
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 | 52 | 2019 |
Review of ground and aerial methods for vegetation cover fraction (fCover) and related quantities estimation: definitions, advances, challenges, and future perspectives L Li, X Mu, H Jiang, F Chianucci, R Hu, W Song, J Qi, S Liu, J Zhou, ... ISPRS Journal of Photogrammetry and Remote Sensing 199, 133-156, 2023 | 51 | 2023 |
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 | 45 | 2021 |
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 186 (2), 977-997, 2021 | 42 | 2021 |
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 | 39 | 2022 |
Crop specific inversion of PROSAIL to retrieve green area index (GAI) from several decametric satellites using a Bayesian framework J Wang, R Lopez-Lozano, M Weiss, S Buis, W Li, S Liu, F Baret, J Zhang Remote Sensing of Environment 278, 113085, 2022 | 30 | 2022 |
RSARE: A physically-based vegetation index for estimating wheat green LAI to mitigate the impact of leaf chlorophyll content and residue-soil background W Li, D Li, S Liu, F Baret, Z Ma, C He, TA Warner, C Guo, T Cheng, Y Zhu, ... ISPRS Journal of Photogrammetry and Remote Sensing 200, 138-152, 2023 | 28 | 2023 |
Self-supervised plant phenotyping by combining domain adaptation with 3D plant model simulations: Application to wheat leaf counting at seedling stage Y Li, X Zhan, S Liu, H Lu, R Jiang, W Guo, S Chapman, Y Ge, B Solan, ... Plant Phenomics 5, 0041, 2023 | 26 | 2023 |
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 | 22 | 2021 |