1Remote sensing-based analysis of yield and water-fertilizer use efficiency in winter wheat management

作者： Weiguang Zhai; Qian Cheng; Fuyi Duan; Xiuqiao Huang; Zhen Chen; SCIE（2025版） EI（2025版）

机构： Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang 453002, China; Key Lab of Water-saving Irrigation Engineering, Ministry of Agriculture & Rural Affairs, Xinxiang 453002, China; Key Laboratory of Water-Saving Agriculture of Henan Province, Xinxiang 453002, China; Digital Agriculture and Rural Research Institute of Chinese Academy of Agricultural Sciences, Zibo, 255035, China; Key Laboratory of Water-Saving Agriculture of Henan Province, Xinxiang 453;

来源：Agricultural Water Management

关键词： Remote sensing Spectral features Texture features Water-fertilizer use efficiency Winter wheat

年份：2025

2Enhancing winter wheat plant nitrogen content prediction across different regions: Integration of UAV spectral data and transfer learning strategies

作者： Zongpeng Li; Qian Cheng; Li Chen; Jie Yang; Weiguang Zhai; Bohan Mao; Yafeng Li; Xinguo Zhou; Zhen Chen; SCIE（2025版） EI（2025版）

机构： Key Laboratory of Water-Saving Agriculture of Henan Province/ Key Lab of Water-saving Irrigation Engineering, Ministry of Agriculture & Rural Affairs/ Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang 453002, China; Xingtai Agricultural Science Research Institute, Xingtai 054000, China; Shandong Linyi Tobacco Co., Ltd. Junan Branch, Linyi 276000, China; Key Laboratory of Water-Saving Agriculture of Henan Province/ Key Lab of Water-saving Irrigation Engineerin;

来源：Computers and Electronics in Agriculture

关键词： Gaussian process regression Plant nitrogen content Transfer learning Unequal-weight strategy

年份：2025

3Enhancing maize LAI estimation accuracy using unmanned aerial vehicle remote sensing and deep learning techniques

作者： Zhen Chen; Weiguang Zhai; Qian Cheng; SCIE（2025版） EI（2025版） CSCD（2025-2026年度） 农林核心（2024版）

机构： Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang 453002, China; Key Lab of Water-saving Irrigation Engineering, Ministry of Agriculture & Rural Affairs, Xinxiang 453002, China; Key Laboratory of Water-Saving Agriculture of Henan Province, Xinxiang 453002, China;

来源：Artificial Intelligence in Agriculture

关键词： Convolutional neural networks Crop height Multi-source feature fusion Spectral features Texture features

年份：2025

4Precision estimation of winter wheat crop height and above-ground biomass using unmanned aerial vehicle imagery and oblique photoghraphy point cloud data

作者： Yafeng Li; Changchun Li; Qian Cheng; Li Chen; Zongpeng Li; Weiguang Zhai; Bohan Mao; Zhen Chen; SCIE（2024版）

机构： School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo, China; Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang, China; Xingtai Academy of Agricultural Sciences, Xingtai, China;

来源：Frontiers in Plant Science

关键词： above-ground biomass accumulated incremental height crop height unmanned aerial vehicle vegetation indices

年份：2024

5Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing

作者： Bohan Mao; Qian Cheng; Li Chen; Fuyi Duan; Xiaoxiao Sun; Yafeng Li; Zongpeng Li; Weiguang Zhai; Fan Ding; Hao Li; Zhen Chen; SCIE（2024版） EI（2024版）

机构： State Key Laboratory of Crop Stress Adaptation and Improvement, College of Agriculture, School of Life Sciences, Henan University, Kaifeng 475004, Henan, China; Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang 453002, China; Xingtai Academy of Agricultural Sciences, Xingtai 054002, China; Institute of;

来源：Computers and Electronics in Agriculture

关键词： Breeding Hyperspectral Machine learning Model transfer Yield prediction

年份：2024

6Exploring Multisource Feature Fusion and Stacking Ensemble Learning for Accurate Estimation of Maize Chlorophyll Content Using Unmanned Aerial Vehicle Remote Sensing

作者： Weiguang Zhai; Changchun Li; Qian Cheng; Fan Ding; Zhen Chen; SCIE（2023版） EI（2023版）

机构： Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang, 453002, China; School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454003, China; Key Laboratory of Water-Saving Irrigation Engineering, Ministry of Agriculture & Rural Affairs, Xinxiang, 453002, China; Key Laboratory of Water-Saving Agriculture of Henan Province, Xinxiang 453002, China; School of Surveying and Land Information Engineering, Henan Polytechn;

来源：Remote Sensing

关键词： chlorophyll content feature fusion maize stacking unmanned aerial vehicle

年份：2023

7CatBoost algorithm for estimating maize above-ground biomass using unmanned aerial vehicle-based multi-source sensor data and SPAD values

作者： Weiguang Zhai; Changchun Li; Shuaipeng Fei; Yanghua Liu; Fan Ding; Qian Cheng; Zhen Chen; SCIE（2023版） EI（2023版）

机构： Institute of Farmland Irrigation, Chinese Academy of Agricultural Sciences, Xinxiang 453002, China; School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454003, China; College of Land Science and Technology, China Agricultural University, Beijing 100193, China; Piesat Information Technology Co., Ltd, Beijing 100095, China;

来源：Computers and Electronics in Agriculture

关键词： Above-ground biomass CatBoost Maize SPAD values Unmanned aerial vehicle

年份：2023

8Estimation of Nitrogen Content in Winter Wheat Based on Multi-Source Data Fusion and Machine Learning

作者： Fan Ding; Changchun Li; Weiguang Zhai; Shuaipeng Fei; Qian Cheng; Zhen Chen; SCIE（2022版）

机构： 中国农业科学院农田灌溉研究所;

来源：Agriculture-Basel

年份：2022