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2020 – today
- 2024
[j10]Xianzhi Deng, Zhixin Zhang, Xiaolong Hu, Jinmin Li, Shenji Li, Chenye Su, Shuai Du
, Liangsheng Shi:
Estimation of photosynthetic parameters from hyperspectral images using optimal deep learning architecture. Comput. Electron. Agric. 216: 108540 (2024)- [j9]Lijun Wang, Liangsheng Shi, Xiaolong Hu, Wenxiang Song, Yanling Wang, Yakun Wang, Lei Zhu:
Interpretable machine learning of SPAC system via a mechanism-assisted gaussian process group: Representation of the system mechanism by data. Comput. Electron. Agric. 221: 108979 (2024) - [j8]Jinmin Li, Liangsheng Shi, Xiaohu Mo, Xiaolong Hu, Chenye Su, Jingye Han, Xianzhi Deng, Shuai Du, Shenji Li:
Self-correcting deep learning for estimating rice leaf nitrogen concentration with mobile phone images. Comput. Electron. Agric. 227: 109497 (2024) - [j7]Xiaochun Zhang, Hongsi Gao, Liangsheng Shi, Xiaolong Hu, Liao Zhong, Jiang Bian:
Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods. Remote. Sens. 16(13): 2414 (2024) - 2023
- [j6]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:
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. 211: 108029 (2023) - [j5]Ning Yang, Zhitao Zhang, Junrui Zhang, Yuhong Guo, Xizhen Yang, Guangduo Yu, Xuqian Bai, Junying Chen, Yinwen Chen, Liangsheng Shi, Xianwen Li:
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. 214: 108294 (2023) - [j4]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:
Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images. Comput. Electron. Agric. 215: 108349 (2023) - [j3]Adeel Ahmad Nadeem, Yuanyuan Zha, Liangsheng Shi, Shoaib Ali, Xi Wang, Zeeshan Zafar, Zeeshan Afzal, Muhammad Atiq Ur Rehman Tariq:
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. 15(3): 812 (2023) - 2022
- [j2]Adeel Ahmad Nadeem, Yuanyuan Zha, Liangsheng Shi, Gulin Ran, Shoaib Ali, Zahid Jahangir, Muhammad Mannan Afzal, Muhammad Awais:
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. 14(4): 982 (2022) - [j1]Shun Hu, Liangsheng Shi, Yuanyuan Zha, Linglin Zeng:
Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America. Remote. Sens. 14(16): 3870 (2022)
2010 – 2019
- 2019
- [c2]Qi Yang, Liangsheng Shi, Lin Lin:
Plot-scale rice grain yield estimation using UAV-based remotely sensed images via CNN with time-invariant deep features decomposition. IGARSS 2019: 7180-7183 - 2018
- [c1]Liangsheng Shi, Shun Hu, Yuanyuan Zha:
Estimation of Sugarcane Yield by Assimilating UAV and Ground Measurements Via Ensemble Kalman Filter. IGARSS 2018: 8816-8819
Coauthor Index
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