Estimation of Sugarcane Yield by Assimilating UAV and Ground Measurements Via Ensemble Kalman Filter. - Liangsheng Shi; Shun Hu; Yuanyuan Zha (IGARSS, 2018)

Plot-scale rice grain yield estimation using UAV-based remotely sensed images via CNN with time-invariant deep features decomposition. - Qi Yang; Liangsheng Shi; Lin Lin (IGARSS, 2019)

Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America. - Shun Hu; Liangsheng Shi; Yuanyuan Zha; Linglin Zeng (Remote. Sens., 2022)

Multi-Scale Assessment of SMAP Level 3 and Level 4 Soil Moisture Products over the Soil Moisture Network within the ShanDian River (SMN-SDR) Basin, China. - Adeel Ahmad Nadeem; Yuanyuan Zha; Liangsheng Shi; Gulin Ran; Shoaib Ali; Zahid Jahangir; Muhammad Mannan Afzal; Muhammad Awais (Remote. Sens., 2022)

Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High Resolution Using MODIS Surface Variables and Machine Learning Approaches over ShanDian River Basin, China. - Adeel Ahmad Nadeem; Yuanyuan Zha; Liangsheng Shi; Shoaib Ali; Xi Wang; Zeeshan Zafar; Zeeshan Afzal; Muhammad Atiq Ur Rehman Tariq (Remote. Sens., 2023)

Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. - Mingchao Shao; Chenwei Nie; Aijun Zhang; Liangsheng Shi; Yuanyuan Zha; Honggen Xu; Hongye Yang; Xun Yu; Yi Bai; Shuaibing Liu; Minghan Cheng; Tao Lin; et al. (Comput. Electron. Agric., 2023)

Improving estimation of maize leaf area index by combining of UAV-based multispectral and thermal infrared data: The potential of new texture index. - Ning Yang; Zhitao Zhang; Junrui Zhang 011; Yuhong Guo; Xizhen Yang; Guangduo Yu; Xuqian Bai; Junying Chen; Yinwen Chen; Liangsheng Shi; Xianwen Li (Comput. Electron. Agric., 2023)

Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images. - Yi Bai; Liangsheng Shi; Yuanyuan Zha; Shuaibing Liu; Chenwei Nie; Honggen Xu; Hongye Yang; Mingchao Shao; Xun Yu; Minghan Cheng; Yadong Liu; Tao Lin; et al. (Comput. Electron. Agric., 2023)

Self-correcting deep learning for estimating rice leaf nitrogen concentration with mobile phone images. - Jinmin Li; Liangsheng Shi; Xiaohu Mo; Xiaolong Hu; Chenye Su; Jingye Han; Xianzhi Deng; Shuai Du; Shenji Li (Comput. Electron. Agric., 2024)

Interpretable machine learning of SPAC system via a mechanism-assisted gaussian process group: Representation of the system mechanism by data. - Lijun Wang; Liangsheng Shi; Xiaolong Hu; Wenxiang Song; Yanling Wang; Yakun Wang; Lei Zhu (Comput. Electron. Agric., 2024)

Accurate Estimation of Gross Primary Production of Paddy Rice Cropland with UAV Imagery-Driven Leaf Biochemical Model. - Xiaolong Hu; Liangsheng Shi; Lin Lin; Shenji Li; Xianzhi Deng; Jinmin Li; Jiang Bian; Chenye Su; Shuai Du; Tinghan Wang; Yujie Wang; Zhitao Zhang (Remote. Sens., 2024)

Estimation of photosynthetic parameters from hyperspectral images using optimal deep learning architecture. - Xianzhi Deng; Zhixin Zhang; Xiaolong Hu; Jinmin Li; Shenji Li; Chenye Su; Shuai Du; Liangsheng Shi (Comput. Electron. Agric., 2024)

Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods. - Xiaochun Zhang; Hongsi Gao; Liangsheng Shi; Xiaolong Hu; Liao Zhong; Jiang Bian (Remote. Sens., 2024)

UAV-based stomatal conductance estimation under water stress using the PROSAIL model coupled with meteorological factors. - Ning Yang; Zhitao Zhang; Xiaofei Yang; Junrui Zhang 011; Bei Zhang; Pingliang Xie; Yujin Wang; Junying Chen; Liangsheng Shi (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Enhancing field-scale soil moisture content monitoring using UAV hyperspectral-derived multi-dimensional spectral response indices of crop comprehensive phenotypic traits. - Hao Liu; Junying Chen; Jiang Bian; Zilong Li; Wenjing Zhang; Ning Yang; Ruiqi Du; Long Qian; Hongsuo Geng; Yinwen Chen; Zhitao Zhang; Liangsheng Shi (Comput. Electron. Agric., 2025)