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2020 – today
- 2024
[j17]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: 108816 (2024)- [j16]Weimeng Xu, Zhenhong Li, Hate Lin, Guowen Shao, Fa Zhao, Han Wang, Jinpeng Cheng, Lei Lei, Riqiang Chen, Shaoyu Han, Hao Yang:
Mapping Fruit-Tree Plantation Using Sentinel-1/2 Time Series Images with Multi-Index Entropy Weighting Dynamic Time Warping Method. Remote. Sens. 16(18): 3390 (2024) - 2023
- [j15]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: 103355 (2023) - [j14]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: 103367 (2023) - [j13]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: 108011 (2023) - [j12]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): 964 (2023) - [j11]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): 4286 (2023) - 2022
- [j10]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: 106869 (2022) - [j9]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: 107275 (2022) - [j8]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: 107366 (2022) - [j7]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: 107401 (2022) - [j6]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): 3076 (2022) - [j5]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): 3723 (2022) - [j4]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): 5474 (2022) - 2021
- [j3]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): 1630 (2021) - [j2]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): 1836 (2021) - [j1]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): 4660 (2021)
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