Modeling the spatial distribution of plants on the row for wheat crops: Consequences on the green fraction at the canopy level. - Shouyang Liu; Frédéric Baret; Bruno Andrieu; Mariem Abichou; Denis Allard; Benoit de Solan; Philippe Burger (Comput. Electron. Agric., 2017)

The impact of canopy structure assumption on the retrieval of GAI and Leaf Chlorophyll Content for wheat and maize crops. - Jingyi Jiang; Marie Weiss; Shouyang Liu; Frédéric Baret (IGARSS, 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. - Etienne David; Simon Madec; Pouria Sadeghi-Tehran; Helge Aasen; B. Zheng; Shouyang Liu; Norbert Kirchgeßner; Goro Ishikawa; Koichi Nagasawa; Minhajul A. Badhon; Curtis Pozniak; Benoit de Solan; et al. (CoRR, 2020)

Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. - Etienne David; Mario Serouart; Daniel Smith; Simon Madec; Kaaviya Velumani; Shouyang Liu; Xu Wang; Francisco Pinto Espinosa; Shahameh Shafiee; Izzat S. A. Tahir; Hisashi Tsujimoto; Shuhei Nasuda; et al. (CoRR, 2021)

Ultrahigh-resolution boreal forest canopy mapping: Combining UAV imagery and photogrammetric point clouds in a deep-learning-based approach. - Linyuan Li; Xihan Mu; Francesco Chianucci; Jianbo Qi; Jingyi Jiang; Jiaxin Zhou; Ling Chen 009; Huaguo Huang; Guangjian Yan; Shouyang Liu (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Evaluation of the Methods for Estimating Leaf Chlorophyll Content with SPAD Chlorophyll Meters. - Runfei Zhang; Peiqi Yang; Shouyang Liu; Caihong Wang; Jing Liu 021 (Remote. Sens., 2022)

The balance between spectral and spatial information to estimate straw cereal plant density at early growth stages from optical sensors. - Tiancheng Yang; Sylvain Jay; Yangmingrui Gao; Shouyang Liu; Frédéric Baret (Comput. Electron. Agric., 2023)

Evaluation of tomato seed full-time sequence germination vigor based on improved YOLOv8s. - Luxu Tian; Zhengxin Fang; Haoyu Jiang; Shouyang Liu; Hongwen Zhang 009; Xiuqing Fu (Comput. Electron. Agric., 2025)

Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms. - Junchi Zhou; Haozhou Wang; Yoichiro Kato; Tejasri Nampally; P. Rajalakshmi; M. Balram; Keisuke Katsura; Hao Lu; Yue Mu; Wanneng Yang; Yangmingrui Gao; Feng Xiao; et al. (CoRR, 2025)