Liangsheng Shi

18 papers C 2Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluation of UAV and satellite platforms for gross primary production monitoring under different model frameworks in agroecosystems.
Comput. Electron. Agric.
Xiaolong Hu, Jiang Bian, Liangsheng Shi, Lin Lin, Shenji Li, Xianzhi Deng, Jinmin Li, Chenye Su, Shuai Du, Tinghan Wang, Yujie Wang
2026 J jnl
Maximizing utilization of sparse and noisy data for machine learning modelling of SPAC system dynamics.
Environ. Model. Softw.
Lijun Wang, Liangsheng Shi, Xiaolong Hu, Wenxiang Song, Yanling Wang, Yakun Wang
2025 J jnl
A hybrid model with a physics-constrained neural network to improve hydrodynamic prediction.
Environ. Model. Softw.
Wangjiayi Liu, Guanghua Guan, Xin Tian, Xiaonan Chen, Liangsheng Shi, Guangtao Fu
2025 J jnl
Enhancing field-scale soil moisture content monitoring using UAV hyperspectral-derived multi-dimensional spectral response indices of crop comprehensive phenotypic traits.
Comput. Electron. Agric.
Hao Liu, Junying Chen, Jiang Bian, Zilong Li, Wenjing Zhang, Ning Yang, Ruiqi Du, Long Qian, Hongsuo Geng, Yinwen Chen, Zhitao Zhang, Liangsheng Shi
2025 J jnl
UAV-based stomatal conductance estimation under water stress using the PROSAIL model coupled with meteorological factors.
Int. J. Appl. Earth Obs. Geoinformation
Ning Yang, Zhitao Zhang, Xiaofei Yang, Junrui Zhang, Bei Zhang, Pingliang Xie, Yujin Wang, Junying Chen, Liangsheng Shi
2024 J jnl
Accurate Estimation of Gross Primary Production of Paddy Rice Cropland with UAV Imagery-Driven Leaf Biochemical Model.
Remote. Sens.
Xiaolong Hu, Liangsheng Shi, Lin Lin, Shenji Li, Xianzhi Deng, Jinmin Li, Jiang Bian, Chenye Su, Shuai Du, Tinghan Wang, Yujie Wang, Zhitao Zhang
2024 J jnl
Estimation of photosynthetic parameters from hyperspectral images using optimal deep learning architecture.
Comput. Electron. Agric.
Xianzhi Deng, Zhixin Zhang, Xiaolong Hu, Jinmin Li, Shenji Li, Chenye Su, Shuai Du, Liangsheng Shi
2024 J jnl
Interpretable machine learning of SPAC system via a mechanism-assisted gaussian process group: Representation of the system mechanism by data.
Comput. Electron. Agric.
Lijun Wang, Liangsheng Shi, Xiaolong Hu, Wenxiang Song, Yanling Wang, Yakun Wang, Lei Zhu
2024 J jnl
Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods.
Remote. Sens.
Xiaochun Zhang, Hongsi Gao, Liangsheng Shi, Xiaolong Hu, Liao Zhong, Jiang Bian
2024 J jnl
Self-correcting deep learning for estimating rice leaf nitrogen concentration with mobile phone images.
Comput. Electron. Agric.
Jinmin Li, Liangsheng Shi, Xiaohu Mo, Xiaolong Hu, Chenye Su, Jingye Han, Xianzhi Deng, Shuai Du, Shenji Li
2023 J jnl
Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images.
Comput. Electron. Agric.
Yi Bai, Liangsheng Shi, Yuanyuan Zha, Shuaibing Liu, Chenwei Nie, Honggen Xu, Hongye Yang, Mingchao Shao, Xun Yu, Minghan Cheng, Yadong Liu, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin
2023 J jnl
Improving estimation of maize leaf area index by combining of UAV-based multispectral and thermal infrared data: The potential of new texture index.
Comput. Electron. Agric.
Ning Yang, Zhitao Zhang, Junrui Zhang, Yuhong Guo, Xizhen Yang, Guangduo Yu, Xuqian Bai, Junying Chen, Yinwen Chen, Liangsheng Shi, Xianwen Li
2023 J jnl
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods.
Comput. Electron. Agric.
Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin
2023 J jnl
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.
Remote. Sens.
Adeel Ahmad Nadeem, Yuanyuan Zha, Liangsheng Shi, Shoaib Ali, Xi Wang, Zeeshan Zafar, Zeeshan Afzal, Muhammad Atiq Ur Rehman Tariq
2022 J jnl
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.
Remote. Sens.
Adeel Ahmad Nadeem, Yuanyuan Zha, Liangsheng Shi, Gulin Ran, Shoaib Ali, Zahid Jahangir, Muhammad Mannan Afzal, Muhammad Awais
2022 J jnl
Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America.
Remote. Sens.
Shun Hu, Liangsheng Shi, Yuanyuan Zha, Linglin Zeng
2019 C conf
Plot-scale rice grain yield estimation using UAV-based remotely sensed images via CNN with time-invariant deep features decomposition.
IGARSS
Qi Yang, Liangsheng Shi, Lin Lin
2018 C conf
Estimation of Sugarcane Yield by Assimilating UAV and Ground Measurements Via Ensemble Kalman Filter.
IGARSS
Liangsheng Shi, Shun Hu, Yuanyuan Zha