Shaoyu Han

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Air Temperature

Machine Learning

Top Venues

Comput. Electron. Agric.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Riqiang Chen, Wenping Liu, Hao Yang, Xiuliang Jin, Guijun Yang, Yan Zhou, Chengjian Zhang, Shaoyu Han, Yang Meng, Changyuan Zhai, Haikuan Feng
A novel framework to assess apple leaf nitrogen content: Fusion of hyperspectral reflectance and phenology information through deep learning. Comput. Electron. Agric. 219 (2024)
Pengting Ren, Heli Li, Shaoyu Han, Riqiang Chen, Guijun Yang, Hao Yang, Haikuan Feng, Chunjiang Zhao
Estimation of Soybean Yield by Combining Maturity Group Information and Unmanned Aerial Vehicle Multi-Sensor Data Using Machine Learning. Remote. Sens. 15 (17) (2023)
Jinpeng Cheng, Hao Yang, Jianbo Qi, Shaoyu Han, Zhendong Sun, Haikuan Feng, Riqiang Chen, Chengjian Zhang, Jingbo Li, Guijun Yang
Evaluation of the effect of leaf spatial aggregation on chlorophyll content retrieval in open-canopy apple orchards. Int. J. Appl. Earth Obs. Geoinformation 121 (2023)
Jibo Yue, Hao Yang, Haikuan Feng, Shaoyu Han, Chengquan Zhou, Yuanyuan Fu, Wei Guo, Xinming Ma, Hongbo Qiao, Guijun Yang
Hyperspectral-to-image transform and CNN transfer learning enhancing soybean LCC estimation. Comput. Electron. Agric. 211 (2023)
Han Wang, Wangfei Zhang, Guijun Yang, Lei Lei, Shaoyu Han, Weimeng Xu, Riqiang Chen, Chengjian Zhang, Hao Yang
Maize Ear Height and Ear-Plant Height Ratio Estimation with LiDAR Data and Vertical Leaf Area Profile. Remote. Sens. 15 (4) (2023)
Jinpeng Cheng, Shaoyu Han, Jochem Verrelst, Chunjiang Zhao, Na Zhang, Yu Zhao, Lei Lei, Han Wang, Guijun Yang, Hao Yang
Deciphering maize vertical leaf area profiles by fusing spectral imagery data and a bell-shaped function. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Shaoyu Han, Yu Zhao, Jinpeng Cheng, Fa Zhao, Hao Yang, Haikuan Feng, Zhenhai Li, Xinming Ma, Chunjiang Zhao, Guijun Yang
Monitoring Key Wheat Growth Variables by Integrating Phenology and UAV Multispectral Imagery Data into Random Forest Model. Remote. Sens. 14 (15) (2022)
Jinpeng Cheng, Hao Yang, Jianbo Qi, Zhendong Sun, Shaoyu Han, Haikuan Feng, Jingyi Jiang, Weimeng Xu, Zhenhong Li, Guijun Yang, Chunjiang Zhao
Estimating canopy-scale chlorophyll content in apple orchards using a 3D radiative transfer model and UAV multispectral imagery. Comput. Electron. Agric. 202 (2022)
Riqiang Chen, Chengjian Zhang, Bo Xu, Yaohui Zhu, Fa Zhao, Shaoyu Han, Guijun Yang, Hao Yang
Predicting individual apple tree yield using UAV multi-source remote sensing data and ensemble learning. Comput. Electron. Agric. 201 (2022)
Yu Zhao, Shaoyu Han, Yang Meng, Haikuan Feng, Zhenhai Li, Jingli Chen, Xiaoyu Song, Yan Zhu, Guijun Yang
Transfer-Learning-Based Approach for Yield Prediction of Winter Wheat from Planet Data and SAFY Model. Remote. Sens. 14 (21) (2022)
Yaohui Zhu, Guijun Yang, Hao Yang, Liang Guo, Bo Xu, Zhenhai Li, Shaoyu Han, Xicun Zhu, Zhenhong Li, Glyn Jones
Forecasting regional apple first flowering using the sequential model and gridded meteorological data with spatially optimized calibration. Comput. Electron. Agric. 196 (2022)
Jidai Chen, Xinjie Liu, Guijun Yang, Shaoyu Han, Yan Ma, Liangyun Liu
Different Responses of Solar-Induced Chlorophyll Fluorescence at the Red and Far-Red Bands and Gross Primary Productivity to Air Temperature for Winter Wheat. Remote. Sens. 14 (13) (2022)
Miao Liu, Yaohui Zhu, Hao Yang, Ruiliang Pu, Chunxia Qiu, Fa Zhao, Shaoyu Han, Weimeng Xu, Yang Meng, Huiling Long, Guijun Yang
Prediction of apple first flowering date using daily land surface temperature spatio-temporal reconstruction and machine learning. Comput. Electron. Agric. 202 (2022)
Fa Zhao, Guijun Yang, Hao Yang, Yaohui Zhu, Yang Meng, Shaoyu Han, Xinlei Bu
Short and Medium-Term Prediction of Winter Wheat NDVI Based on the DTW-LSTM Combination Method and MODIS Time Series Data. Remote. Sens. 13 (22) (2021)
Fa Zhao, Guijun Yang, Xiaodong Yang, Haiyan Cen, Yaohui Zhu, Shaoyu Han, Hao Yang, Yong He, Chunjiang Zhao
Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data. Remote. Sens. 13 (9) (2021)
Yaohui Zhu, Guijun Yang, Hao Yang, Fa Zhao, Shaoyu Han, Riqiang Chen, Chengjian Zhang, Xiaodong Yang, Miao Liu, Jinpeng Cheng, Chunjiang Zhao
Estimation of Apple Flowering Frost Loss for Fruit Yield Based on Gridded Meteorological and Remote Sensing Data in Luochuan, Shaanxi Province, China. Remote. Sens. 13 (9) (2021)