Tianhai Wang, Ning Wang, Shunda Li, Zhiwen Jin, Jianxing Xiao, Yanlong Miao, Yifan Sun, Han Li, Man Zhang（2026）. 农业障碍物少样本及零样本三维检测的多模态特征表示机制（英文）. Engineering.
Bowen Lv, Yan Huo, Wen-Yong Li, Yuxin Wang, Hui-Ting Wang, Jing-Yu Chen, Ruicheng Qiu, Zhao Zhang, Han Li, Man Zhang (2026). Intelligent integration in agricultural insect management equipment: applications, challenges, and future directions. Computers and Electronics in Agriculture.DOI
Mustafa Mhamed, Zhao Zhang, Man Zhang (2026). Global wheat disease identification via AI technologies: An in-depth survey with sustainability and future projections. Computers and Electronics in Agriculture.DOI
Shuai Li, Yajun An, Yuxiao Han, Ying-Yan Yang, Yuan-Da Yang, Han Li, Man Zhang (2026). Poultry image synchronization acquisition system based on binocular and thermal infrared cameras. Computers and Electronics in Agriculture.DOI
Tianhai Wang, Ning Wang, Shunda Li, Zhiwen Jin, Jian-Xing Xiao, Yanlong Miao, Yifan Sun, Han Li, Man Zhang (2026). Multimodal Feature Representation Mechanism for 3D Detection of Agricultural Obstacles with Few or Zero Samples. Engineering.DOI
Yuxiao Han, Yuetong Yin, Jian-Xing Xiao, Yi Ren, Yajun An, Man Zhang, Bowen Lv, Zhao Zhang, Han Li (2026). An integrated YOLO-WGAN-GP framework for cage removal and image restoration in Stacked-Cage chicken house. Computers and Electronics in Agriculture.DOI
Mengjie Liu, Yanlong Miao, Yida Li, Wenyi Sheng, Ruicheng Qiu, Min-Juan Wang, Han Li, Man Zhang (2026). A stem-leaf segmentation method of maize plant point cloud based on region growing and leaf phenotypic parameters measurement. Computers and Electronics in Agriculture.DOI
Jian-Xing Xiao, Qiang Sheng, Yajun An, Ning Wang, Tianhai Wang, Shunda Li, Han Li, Man Zhang (2026). An efficient, scalable, and high-precision multifunctional intelligent navigation system for agricultural machinery. Computers and Electronics in Agriculture.DOI
Yuanyi Niu, Liang Zheng, Ya-chun Chang, Ying Zhang, Yida Li, Yuxiao Han, Han Li, Jin-Li Cheng, Shu-Ping Xiong, Man Zhang (2026). Intelligent red-blue supplemental lighting control system for greenhouses: balancing photosynthesis and carbon footprint. Computers and Electronics in Agriculture.DOI
Xiaohang Liu, Zhao Zhang, Jiangfan Yu, Wanjia Hua, Xu Li, Han Li, Man Zhang, C. Saha (2026). An enhanced you only look once model for multi-class apple detection in natural orchard environments. Engineering applications of artificial intelligence.DOI
Mustafa Mhamed, Han Li, Zhao Zhang, Jiacheng Xin, Man Zhang, M. Kabir (2026). Detection and prediction of wheat pests in complex agricultural environments with an advanced intelligent framework. Smart Agricultural Technology.DOI
Hui-Ting Wang, Fan Wu, Nina Sun, Yanlong Miao, Han Li, Man Zhang, Ruicheng Qiu (2026). Latent-stage and real-time detection of maize rust: a portable device integrating snapshot spectral imaging and optimized deep learning. Measurement.DOI
Zeyang Bi, Li-Wei Yang, Man Zhang, Han Li (2026). GDLYOLO-Tracker: Real-time multi-target tracking of poultry open-mouth behavior in high-density houses under nighttime infrared conditions. Smart Agricultural Technology.DOI
Jian-Xing Xiao, Shunda Li, Yuqi Zhang, Yajun An, Ning Wang, Jin-Chen Guo, Han Li, Man Zhang (2026). Dynamic obstacle avoidance system for agricultural machinery based on multi-sensor fusion and the SAC-DWA. Artificial Intelligence in Agriculture.DOI
Yuanda Yang, Yu-Qi Zhang, Yida Li, Qiang Xu, Man Zhang, Han Li (2026). RT-ZSDR: A real-time zero-shot segmentation and dense reconstruction framework for plant phenotyping robot. Smart Agricultural Technology.DOI
Jianing Long, Zhao Zhang, Qu Zhang, Xiaohui Zhao, C. Igathinathane, Jian-Fei Xing, C. Saha, Wenyi Sheng, Han Li, Man Zhang (2025). Comprehensive wheat lodging detection under different UAV heights using machine/deep learning models. Computers and Electronics in Agriculture.DOI
Q. Zhang, Zhao Zhang, S. H. Manzoor, T. Li, C. Igathinathane, W. Li, Man Zhang, Mustafa Mhamed, S. Javidan, Mahmoud A. Abdelhamid (2025). A comprehensive review of autonomous flower pollination techniques: Progress, challenges, and future directions. Computers and Electronics in Agriculture.DOI
Wanjia Hua, Wenqiang Zhang, Zhao Zhang, Xiaohang Liu, Mengning Huang, C. Igathinathane, S. Vougioukas, C. Saha, N. Mustafa, D. S. Salama, Yao Zhang, Man Zhang (2025). Vacuum suction end-effector development for robotic harvesters of fresh market apples. Biosystems Engineering.DOI
Yida Li, Yuxin Wang, Yuqi Zhang, Liuyang Wang, Man Zhang, Han Li (2025). Multi-source data fusion for estimating potato transpiration under water stress using machine learning models. Agricultural Water Management.DOI
Ning Wang, Shunda Li, Jian-Xing Xiao, Tianhai Wang, Yuxiao Han, Hao Wang, Man Zhang, Han Li (2025). A collaborative scheduling and planning method for multiple machines in harvesting and transportation operations-part Ⅱ: Scheduling and planning of harvesters and grain trucks. Computers and Electronics in Agriculture.DOI
Ning Wang, Zhiwen Jin, Tianhai Wang, Jian-Xing Xiao, Zhao Zhang, Hao Wang, Man Zhang, Han Li (2025). Hybrid path planning methods for complete coverage in harvesting operation scenarios. Computers and Electronics in Agriculture.DOI
Ning Wang, Shunda Li, Jian-Xing Xiao, Tianhai Wang, Yuxiao Han, Hao Wang, Man Zhang, Han Li (2025). A collaborative scheduling and planning method for multiple machines in harvesting and transportation operations-Part Ⅰ: Harvester task allocation and sequence optimization. Computers and Electronics in Agriculture.DOI
Yuxiao Han, Yajun An, Shuai Li, Ning Wang, Yuanyi Niu, Man Zhang, Han Li (2025). Lane navigation control method and equipment of chicken house based on 2D LiDAR. Computers and Electronics in Agriculture.DOI
Shuai Li, Yanlong Miao, Han Li, Ruicheng Qiu, Man Zhang (2025). RTMR-LOAM: Real-time maize 3D reconstruction based on lidar odometry and mapping. Computers and Electronics in Agriculture.DOI
Xiaohang Liu, Zhao Zhang, Yunxi Li, C. Igathinathane, Jiangfan Yu, Zhao-Yu Rui, A. Azizi, Xi-Qing Wang, Alireza Pourreza, Man Zhang (2025). Early-stage detection of maize seed germination based on RGB image and machine vision. Smart Agricultural Technology.DOI
M. Kabir, Zhao Zhang, Xiao-Long Li, Bo Han, Xu Li, Liling Yang, Wenyu Kong, Mustafa Mhamed, A. Azizi, Jiangfan Yu, Man Zhang, Simphiwe Mngomezulu, O. Oladele (2025). Full-surface detection of apple fruits using enhanced YOLOv5. Agricultural Products Processing and Storage.DOI
Mustafa Mhamed, Zhao Zhang, Man Zhang (2025). Monitoring corn growth with disease identification and yield prediction via advanced intelligent architecture. Journal of Industrial Information Integration.DOI
Yi Ren, Wang Zhang, Hui-Ting Wang, Zhao Zhang, Wenyi Sheng, Ruicheng Qiu, Man Zhang (2025). Estimation models for maize leaf water content at various stages using near-infrared spectroscopy. Infrared Physics & Technology.DOI
Mustafa Mhamed, Zhao Zhang, Wanjia Hua, Liling Yang, Mengning Huang, Xu Li, Tie-Cheng Bai, Han Li, Man Zhang (2025). Apple varieties and growth prediction with time series classification based on deep learning to impact the harvesting decisions. Computers in industry (Print).DOI
Qiang Yu, Xiong-Lin He, Longze Liu, Yilin Tan, Zihong Jiang, Xinjia Pan, Man Zhang, Zhao Zhang, Bin Xie, Changkai Wen, Rui Fan, Jun Chen, Fu-Xi Shi, Shanjun Li, Xiaohua Zhang, Haihuai Chen (2025). A Review on the Powertrains and Energy Management Strategies of Electric Tractors. The Innovation Energy.DOI
Man Zhang, Shun-Da Li, Renjie Liu, Han Li, Yao Zhang, Min-Zan Li (2025). Development of a yield monitor for mid-sized full-feed Chinese combine harvesters. IFAC-PapersOnLine.DOI
Jian-Xing Xiao, Shunda Li, Ning Wang, Qiang Sheng, Tianhai Wang, Han Li, Man Zhang (2025). An Adaptive Double Closed‐Loop Path Tracking Control Method for High‐Precision Autonomous Navigation of Agricultural Machinery. Journal of Field Robotics.DOI
Ning Wang, Zhiwen Jin, Man Zhang, Jian-Xing Xiao, Tianhai Wang, Qiang Sheng, Hao Wang, Han Li (2025). An integrated solution for collaborative scheduling of heterogeneous agricultural machines of different types in harvesting-transportation scenarios. Information Processing in Agriculture.DOI
Yuheng Cao, Ning Wang, Bin Wu, Xin Zhang, Yaxiong Wang, Shuting Xu, Man Zhang, Yanlong Miao, Feng Kang (2025). A Novel Adaptive Cuboid Regional Growth Algorithm for Trunk–Branch Segmentation of Point Clouds from Two Fruit Tree Species. Agriculture.DOI
Minjian Ni, Guixin Li, Bingjin Zhou, Huiying Chen, Yiwei Liu, Xuan Zhao, Yinghua Zhang, Man Zhang, Minjuan Wang (2025). Multi-task monitoring of multi-scale wheat water status based on UAV multi-source data. International Journal of Remote Sensing.DOI
Runze Song, Haoyu Liu, Yueyang Hu, Man Zhang, Wenyi Sheng (2025). Development of a High-Speed Time-Synchronized Crop Phenotyping System Based on Precision Time Protocol. Applied Sciences.DOI
Yuanyi Niu, Yuxiao Han, Yida Li, Man Zhang, Han Li (2024). Low-carbon regulation method for greenhouse light environment based on multi-objective optimization. Expert Systems With Applications, Vol. 252.DOI
Jiangfan Yu, Zhao Zhang, Xiaohang Liu, Kuifan Chen, Yunxi Li, C. Igathinathane, Xi-Qing Wang, Man Zhang, Han Li, Ha Tuan (2024). Automatic maize seeding machine watering spray angle determination by using a novel index. Computers and Electronics in Agriculture.DOI
Jiangfan Yu, Zhao Zhang, Yifei Li, Wanjia Hua, Xinyu Wei, C. Igathinathane, Mustafa Mhamed, Wenqiang Zhang, X. Jiao, Liling Yang, Man Zhang, Han Li (2024). In-field grading and sorting technology of apples: A state-of-the-art review. Computers and Electronics in Agriculture.DOI
Yunxi Li, Zhao Zhang, A. Azizi, M. Kabir, C. Igathinathane, Xi-Qing Wang, Muhammad Naveed Tahir, Xiongzhe Han, Man Zhang (2024). Seeding detection and distribution evaluation using the developed automatic maize seeding machine. Computers and Electronics in Agriculture.DOI
Mustafa Mhamed, Zhao Zhang, Jiangfan Yu, Yifei Li, Man Zhang (2024). Advances in apple's automated orchard equipment: A comprehensive research. Computers and Electronics in Agriculture.DOI
Yuanyi Niu, Yida Li, Yuxiao Han, Man Zhang, Han Li (2024). Decision method for greenhouse tomato light regulation based on the concavity of photosynthesis response. Computers and Electronics in Agriculture.DOI
A. Azizi, Zhao Zhang, Wanjia Hua, Meiwei Li, C. Igathinathane, Liling Yang, Y. Ampatzidis, Mahdi Ghasemi-Varnamkhasti, Radi, Man Zhang, Han Li (2024). Image processing and artificial intelligence for apple detection and localization: A comprehensive review. Computer Science Review.DOI
Yanlong Miao, Liuyang Wang, Cheng-Wei Peng, Han Li, Man Zhang (2024). Single plant segmentation and growth parameters measurement of maize seedling stage based on point cloud intensity. Smart Agricultural Technology.DOI
Runze Song, Man Zhang (2024). Design and Performance Evaluation of an In Situ Online Soil Electrical Conductivity Sensor Prototype Based on the High-Performance Integrated Chip AD5941. Applied Sciences.DOI
Jingsong Li, Ying Wang, LiHua Zheng, Man Zhang, Minjuan Wang (2023). Towards end-to-end deep RNN based networks to precisely regress of the lettuce plant height by single perspective sparse 3D point cloud. Expert Systems With Applications, Vol. 229.DOI
Ruyue Cao, Ya-Nan Guo, Zhenqian Zhang, Shi-Chao Li, Man Zhang, Han Li, Min-Zan Li (2023). Global path conflict detection algorithm of multiple agricultural machinery cooperation based on topographic map and time window. Computers and Electronics in Agriculture.DOI
Yanlong Miao, Shuai Li, Liuyang Wang, Han Li, Ruicheng Qiu, Man Zhang (2023). A single plant segmentation method of maize point cloud based on Euclidean clustering and K-means clustering. Computers and Electronics in Agriculture.DOI
Wenxuan Huang, Yan Huo, Shaochen Yang, Ming-Jia Liu, Han Li, Man Zhang (2023). Detection of Laodelphax striatellus (small brown planthopper) based on improved YOLOv5. Computers and Electronics in Agriculture.DOI
Shi-Chao Li, Man Zhang, Ning Wang, Ruyue Cao, Zhenqian Zhang, Yuhan Ji, Han Li, H. Wang (2023). Intelligent scheduling method for multi-machine cooperative operation based on NSGA-III and improved ant colony algorithm. Computers and Electronics in Agriculture.DOI
Ning Wang, Xi Yang, Tianhai Wang, Jian-Xing Xiao, Man Zhang, Hao Wang, Han Li (2023). Collaborative path planning and task allocation for multiple agricultural machines. Computers and Electronics in Agriculture.DOI
Tianhai Wang, Ning Wang, Jian-Xing Xiao, Yanlong Miao, Yifan Sun, Han Li, Man Zhang (2023). One-shot domain adaptive real-time 3D obstacle detection in farmland based on semantic-geometry-intensity fusion strategy. Computers and Electronics in Agriculture.DOI
Ying-Yan Yang, Yuxiao Han, Shuai Li, Yuan-Da Yang, Man Zhang, Han Li (2023). Vision based fruit recognition and positioning technology for harvesting robots. Computers and Electronics in Agriculture.DOI
Tianhai Wang, Bin Chen, Ning Wang, Yuhan Ji, Han Li, Man Zhang (2023). Zero‐shot obstacle detection using panoramic vision in farmland. J. Field Robotics.DOI
Liuyang Wang, Yanlong Miao, Yuxiao Han, Han Li, Man Zhang, Cheng-Wei Peng (2023). Extraction of 3D distribution of potato plant CWSI based on thermal infrared image and binocular stereovision system. Frontiers in Plant Science.DOI
Y. Niu, Huanhuan Lyu, Xinying Liu, Man Zhang, Han Li (2023). Photosynthesis prediction and light spectra optimization of greenhouse tomato based on response of red–blue ratio. Scientia Horticulturae.DOI
Qiang Sheng, Xinyu Li, Yuxiao Han, Han Li, Man Zhang (2023). Design of Crop Irrigation Decision-Making System Based on ZigBee Technology. International Journal of Robotics and Automation Technology.DOI
Xiyue Guo, Yong Zhong, Ming Lei Zhao, Man Zhang, Minjuan Wang (2023). Algorithm for acquiring lettuce plant height based on image recognition network. International Conference on Artificial Intelligence and Electromechanical Automation (AIEA).DOI
Han Li, Man Zhang, Ruicheng Qiu (2023). Infrared Thermography Technology. Springer eBooks.DOI
Minzan Li, Man Zhang (2023). Yield Monitoring and Mapping Technologies. Springer eBooks.DOI
Si Ya Yang, Lihua Zheng, Tingting Wu, Shi Sun, Man Zhang, Minzan Li, Minjuan Wang (2023). High-throughput soybean pods high-quality segmentation and seed-per-pod estimation for soybean plant breeding. Engineering Applications of Artificial Intelligence.DOI
Yi-Fan Sun, Ren-Jie Liu, Man Zhang, Min-Zan Li, Zhenqian Zhang, Han Li (2022). Design of feed rate monitoring system and estimation method for yield distribution information on combine harvester. Computers and Electronics in Agriculture.DOI
Yuhan Ji, Cheng-Wei Peng, Shi-Chao Li, Bin Chen, Yanlong Miao, Man Zhang, Han Li (2022). Multiple object tracking in farmland based on fusion point cloud data. Computers and Electronics in Agriculture.DOI
Ren-Jie Liu, Yi-Fan Sun, Min-Zan Li, Man Zhang, Zhenqian Zhang, Han Li, Wei Yang (2022). Development and application experiments of a grain yield monitoring system. Computers and Electronics in Agriculture.DOI
Zhenqian Zhang, Xisen Zhang, Ruyue Cao, Man Zhang, Han Li, Yan-Xin Yin, Shu-zhen Wu (2022). Cut-edge detection method for wheat harvesting based on stereo vision. Computers and Electronics in Agriculture.DOI
Tianhai Wang, Bin Chen, Zhenqian Zhang, Han Li, Man Zhang (2022). Applications of machine vision in agricultural robot navigation: A review. Computers and Electronics in Agriculture.DOI
Yanlong Miao, Cheng-Wei Peng, Liuyang Wang, Ruicheng Qiu, Han Li, Man Zhang (2022). Measurement method of maize morphological parameters based on point cloud image conversion. Computers and Electronics in Agriculture.DOI
Lu-Lu An, Weijie Tang, Lang Qiao, Ruo-Mei Zhao, Hong Sun, Min-Zan Li, Yao Zhang, Man Zhang, Xiu-Hua Li (2022). Estimation of chlorophyll distribution in banana canopy based on RGB-NIR image correction for uneven illumination. Computers and Electronics in Agriculture.DOI
Yanlong Miao, Liuyang Wang, Cheng-Wei Peng, Han Li, Xiuhua Li, Man Zhang (2022). Banana plant counting and morphological parameters measurement based on terrestrial laser scanning. Plant Methods.DOI
Ying-Yan Yang, Yuxiao Han, Shuai Li, Han Li, Man Zhang (2022). Multi-Growth Period Tomato Fruit Detection Using Improved Yolov5. International Journal of Robotics and Automation Technology.DOI
Jianjun Zhou, Siyuan Geng, Quan Qiu, Yang Shao, Man Zhang (2022). A Deep-Learning Extraction Method for Orchard Visual Navigation Lines. Agriculture.DOI
Yuanyi Niu, Huanhuan Lyu, Xinying Liu, Man Zhang, Han Li (2022). Effects of supplemental lighting duration and matrix moisture on net photosynthetic rate of tomato plants under solar greenhouse in winter. Computers and Electronics in Agriculture.DOI
Yong Li, Zhiqiang Guo, Feng Shuang, Man Zhang, Xiuhua Li (2022). Key technologies of machine vision for weeding robots: A review and benchmark. Computers and Electronics in Agriculture.DOI
Ruicheng Qiu, Man Zhang, Yong He (2022). Field estimation of maize plant height at jointing stage using an RGB-D camera. The Crop Journal.DOI
Ruicheng Qiu, Yong He, Man Zhang (2022). Automatic Detection and Counting of Wheat Spikelet Using Semi-Automatic Labeling and Deep Learning. Frontiers in Plant Science.DOI
Yao Zhang, Zezhong Tian, Wenqiang Ma, Man Zhang, Liling Yang (2022). Hyperspectral detection of walnut protein contents based on improved whale optimized algorithm. International journal of agricultural and biological engineering.DOI
Yu Zhang, Maowei Li, Guixin Li, Jinsong Li, Lihua Zheng, Man Zhang, Minjuan Wang (2022). Multi-phenotypic parameters extraction and biomass estimation for lettuce based on point clouds. Measurement.DOI
Si Ya Yang, Lihua Zheng, Xieyuanli Chen, Laura Zabawa, Man Zhang, Minjuan Wang (2022). Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pods. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).DOI
Ruyue Cao, Shi-Chao Li, Yuhan Ji, Zhenqian Zhang, Hongzhen Xu, Man Zhang, Min-Zan Li, Han Li (2021). Task assignment of multiple agricultural machinery cooperation based on improved ant colony algorithm. Computers and Electronics in Agriculture.DOI
Ruicheng Qiu, Yanlong Miao, Man Zhang, Han Li (2021). Detection of the 3D temperature characteristics of maize under water stress using thermal and RGB-D cameras. Computers and Electronics in Agriculture.DOI
Shi-Chao Li, Man Zhang, Yuhan Ji, Zhenqian Zhang, Ruyue Cao, Bin Chen, Han Li, Yan-Xin Yin (2021). Agricultural machinery GNSS/IMU-integrated navigation based on fuzzy adaptive finite impulse response Kalman filtering algorithm. Computers and Electronics in Agriculture.DOI
Hongzhen Xu, Shi-Chao Li, Yuhan Ji, Ruyue Cao, Man Zhang (2021). Dynamic obstacle detection based on panoramic vision in the moving state of agricultural machineries. Computers and Electronics in Agriculture.DOI
Yuhan Ji, Shi-Chao Li, Cheng-Wei Peng, Hongzhen Xu, Ruyue Cao, Man Zhang (2021). Obstacle detection and recognition in farmland based on fusion point cloud data. Computers and Electronics in Agriculture.DOI
Shi-Chao Li, Man Zhang, Ruyue Cao, Yuhan Ji, Zhenqian Zhang, Han Li, Yan-Xin Yin (2021). Development of the automatic navigation system for combine harvester based on GNSS. International Journal of Agricultural and Biological Engineering.DOI
Xia Hao, Man Zhang, Tianru Zhou, Xuchao Guo, Federico Tomasetto, Yuxin Tong, Minjuan Wang (2021). An Automatic Light Stress Grading Architecture Based on Feature Optimization and Convolutional Neural Network. Agriculture.DOI
Lin-Heng Cai, Yuan Zhao, Zhuojue Huang, Yang Gao, Han Li, Man Zhang (2020). Rapid Measurement of Potato Canopy Coverage and Leaf Area Index Inversion. Applied Engineering in Agriculture.DOI
Zhenqian Zhang, Ruyue Cao, Cheng-Zhang Peng, Ren-Jie Liu, Yi-Fan Sun, Man Zhang, Han Li (2020). Cut-Edge Detection Method for Rice Harvesting Based on Machine Vision. Agronomy.DOI
Shi-Chao Li, Hongzhen Xu, Yuhan Ji, Ruyue Cao, Man Zhang, Han Li (2019). Development of a following agricultural machinery automatic navigation system. Computers and Electronics in Agriculture.DOI
Jian Yin, Xinying Liu, Yanlong Miao, Yang Gao, Ruicheng Qiu, Man Zhang, Han Li, Min-Zan Li (2019). Measurement and prediction of tomato canopy apparent.DOI
Hao-Jie Liu, Min-Zan Li, Junyi Zhang, Dehua Gao, Hong Sun, Man Zhang, Jingzhu Wu (2019). A novel wavelength selection strategy for chlorophyll prediction by MWPLS and GA.DOI
Yang Gao, Junwei Qiu, Yanlong Miao, Ruicheng Qiu, Han Li, Man Zhang (2019). Prediction of Leaf Water Content in Maize Seedlings Based on Hyperspectral Information. IFAC-PapersOnLine.DOI
Yong Wu, Li Li, Min-Zan Li, Man Zhang, Hong Sun, N. Sygrimis, Wang-Feng Lai (2019). Remote-Control System for Greenhouse Based on Open Source Hardware. IFAC-PapersOnLine.DOI
Han Li, Jian Yin, Man Zhang, N. Sigrimis, Yu Gao, W. Zheng (2019). Automatic diagnosis of strawberry water stress status based on machine vision.DOI
Jian Yin, Xinying Liu, Yanlong Miao, Yang Gao, Ruicheng Qiu, Man Zhang, Han Li, Min-Zan Li (2019). Measurement and prediction of tomato canopy apparent
photosynthetic rate. International Journal of Agricultural and Biological Engineering.DOI
Yong Wu, Li Li, Min-Zan Li, Man Zhang, Hong Sun, N. Sygrimis (2019). Optimal fertigation for high yield and fruit quality of greenhouse strawberry. bioRxiv.DOI
Yong Wu, Li Li, Shuai-Shuai Li, Hongkang Wang, Man Zhang, Hong Sun, N. Sygrimis, Min-Zan Li (2019). Optimal control algorithm of fertigation system in greenhouse based on EC model.DOI
Ruicheng Qiu, Ce Yang, Ali Moghimi, Man Zhang, Brian Joel Steffenson, Cory D. Hirsch (2019). Detection of Fusarium Head Blight in Wheat Using a Deep Neural Network and Color Imaging. Remote Sensing.DOI
Han Li, M. H. Malik, Yang Gao, Ruicheng Qiu, Yanlong Miao, Man Zhang (2018). Maize plant water stress detection based on RGB image and thermal infrared image.DOI
Ruicheng Qiu, Shuang Wei, Man Zhang, Han Li, Hong Sun, Gang Liu, Min-Zan Li (2018). Sensors for measuring plant phenotyping: A review.DOI
Ren-Jie Liu, Zhenqian Zhang, Man Zhang, Wei Yang, Min-Zan Li (2018). Performance Analysis and Modelling of Impact-based Sensor in Yield Monitor System.DOI
M. H. Malik, Ting Zhang, Han Li, Man Zhang, S. Shabbir, Ahmed Saeed (2018). Mature Tomato Fruit Detection Algorithm Based on improved HSV and Watershed Algorithm.DOI
Jian Yin, Xinying Liu, Man Zhang, Han Li (2018). Photosynthetic Rate Prediction of Tomato Plant Population Based on PSO and GA.DOI
Ruicheng Qiu, Yanlong Miao, Man Zhang, Han Li, Hong Sun (2018). Modeling biomass of maize based on height and stem diameter.DOI
Ting Li, Yuhan Ji, Man Zhang, S. Sha, Min-Zan Li (2017). Universality of an improved photosynthesis prediction model based on PSO-SVM at all growth stages of tomato.DOI
Yuhan Ji, Yi-Qiong Jiang, Ting Li, Man Zhang, S. Sha, Min-Zan Li (2016). An improved method of tomato photosynthetic rate prediction based on WSN in greenhouse.DOI
Hao-Jie Liu, Hong Sun, Bo-Hui Mao, Min-Zan Li, Man Zhang, Qin Zhang (2016). Development of a Crop Growth Detecting System.DOI
Man Zhang, Yuhan Ji, Ting Li, Min-Zan Li (2016). Monitoring and control of CO 2 in greenhouse based on wireless sensor network.
M. Xiang, S. Wei, Man Zhang, Min-Zan Li (2016). Real-time Monitoring System of Agricultural Machinery Operation Information Based on ARM11 and GNSS.DOI
Lihua Zheng, Zhuo Wang, Hong Sun, Man Zhang, Min-Zan Li (2015). Real-time evaluation of corn leaf water content based on the electrical property of leaf. Computers and Electronics in Agriculture.DOI
Qingkuan Meng, Ruicheng Qiu, Jie He, Man Zhang, Xiaodan Ma, Gang Liu (2015). Development of agricultural implement system based on machine vision and fuzzy control. Computers and Electronics in Agriculture.DOI
Min-Zan Li, Ting Li, Yuhan Ji, S. Sha, Man Zhang (2015). Comparision of photosynthesis prediction methods with BPNN and PLSR in different growth stages of tomato.
Y.-Q. Jiang, Tao Li, Man Zhang, S. Sha, Y.-H. Ji (2015). WSN-based Control System of Co2 Concentration in Greenhouse. Intelligent Automation and Soft Computing.DOI
Chang-Ran Liu, Man Zhang, Qing Wang, Min-Zan Li, Wan-Li Gao (2015). Summary of China Development Forum 2015 and the 2nd International Conference on Smart Agriculture Innovative Development.DOI
Ting Li, Man Zhang, Yuhan Ji, S. Sha, Yi-Qiong Jiang, Min-Zan Li (2015). Management of CO2 in a tomato greenhouse using WSN and BPNN techniques.DOI
Wei-Zheng Wang, Min-Zan Li, Ting Li, Yi-Qiong Jiang, S. Sha, Man Zhang (2015). A precise WSN system for managing CO2 fertilizer in greenhouses.
Mei Yong, Man Zhang, Shengwei Wang, Gang Liu (2014). A Flex and ArcGIS Server based system for farmland environmental quality assessment and prediction in an agricultural producing area. Computers and Electronics in Agriculture.DOI
Ming-Xuan Li, Man Zhang, Qingkuan Meng, Gang Liu (2013). Rapid detection of navigation baseline for farm machinery based on scan-filter algorithm.DOI
Man Zhang, Yi-Qiong Jiang, Wei-Zhen Wang, Min-Zan Li, Gang Liu, S. Sha (2013). CO2 gas fertilizer fine regulation and control method and device used for solar greenhouse.
Wei-Zhen Wang, Man Zhang, Chunhong Liu, Min-Zan Li, Gang Liu (2013). Real-Time Monitoring of Environmental Information and Modeling of the Photosynthetic Rate of Tomato Plants under Greenhouse Conditions.DOI
Man Zhang, Jianzhao Jiang, Chunhong Liu, Wei-Zhen Wang, Min-Zan Li (2013). Development of a Multi-Function Gateway Node Oriented Environment Monitoring in Greenhouse.DOI
Man Zhang, Min-Zan Li, Weizhen Wang, Chunhong Liu, Hongju Gao (2013). Temporal and spatial variability of soil moisture based on WSN. Mathematical and computer modelling.DOI
Mingxuan Li, Man Zhang, Haiyan Huan, Gang Liu (2013). A New Navigation Line Extraction Method for Agriculture Implements Guidance System. IFIP advances in information and communication technology.DOI
Man Zhang, Wei-Zhen Wang, Chunhong Liu, Hongju Gao, Min-Zan Li (2012). Development of a Wireless Sensor Network for Soil Moisture Monitoring in Precision Agriculture.DOI
Li Li, Mao-Hua Wang, Man Zhang, Min-Zan Li, N. Sigrimis, A. Anastasiou (2012). Application of IoT Technology in Greenhouse Management.DOI
Man Zhang, Wenqiang Ma, Zhaoxiang Liu, Gang Liu (2011). Fuzzy-adaptive control method for off-road vehicle guidance system. Mathematical and Computer Modelling.DOI
Shao Ling Li, Yu Han, Ge Li, Man Zhang, Lei Zhang, Qin Ma (2011). Design and Implementation of Agricultral Greenhouse Environmental Monitoring System Based on Internet of Things. Applied Mechanics and Materials.DOI
Ying Ji, Man Zhang, Gang Liu, Zhanxiang Liu (2010). Positions research of agriculture vehicle navigation system based on Radial Basis Function neural network and Particle Swarm Optimization. International Conference on Natural Computation (ICNC).DOI
Cao MinGang, Liang JingXian, Man Zhang (2009). Development of an agricultural low-cost GPS receiver and its application in area survey. Zhongguo Nongye Daxue xuebao.
Jianjun Zhou, Min'Gang Cao, Man Zhang, Li Ping Su (2008). Remote Monitoring and Automatic Navigation System for Agricultural Vehicles Based on WLAN. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
Jianjun Zhou, Gang Liu, Li Ping Su, Xiu Wang, Man Zhang (2008). Decision Support System of Variable Rate Irrigation Based on Mathematical Model and GIS. Springer eBooks.DOI
Jianjun Zhou, Man Zhang, Gang Liu, Li Ping Su (2008). Fuzzy Control for Automatic Steering and Line Tracking of Agricultural Robot.DOI
Jianxing Xiao, Shuai LI, Ning Wang, Tianhai Wang, Han Li, Shunda Li, Man Zhang (2024). Edge Computing Platform-Based Farmland Obstacle Detection and Distance Estimation System Using 3d Lidar and Rgb Camera. SSRN Electronic Journal.DOI
Xiyue Guo, Yong Zhong, Yarong Feng, Ming Lei Zhao, Man Zhang, Minjuan Wang (2022). A Approach of Evaluation the Lettuce Height Based on Convolutional Neural Network. SSRN Electronic Journal.DOI
书籍章节
Xuan Hu, Wenyi Sheng, Zhao Zhang, Ruicheng Qiu, Man Zhang (2024). A Review of Corn Growth Status Sensing Methods. Smart agriculture.DOI
Tian Gao, Wenyi Sheng, Zhao Zhang, Han Li, Man Zhang (2024). Greenhouse Phenotyping Measurement Techniques and Systems: A Review. Smart agriculture.DOI
Qianying Yuan, Wenyi Sheng, Zhao Zhang, Han Li, Man Zhang (2023). Recent Advances in Soil Nutrient Monitoring: A Review. Smart agriculture.DOI
Yida Li, Han Li, Liuyang Wang, Man Zhang (2023). Autonomous Crop Image Acquisition System Based on ROS System. Smart agriculture.DOI
Yuandan Yang, Han Li, Man Zhang, Ruicheng Qiu (2023). Plant Phenotyping Robot Platform. Smart agriculture.DOI
Tao Xia, Wenyi Sheng, Runze Song, Han Li, Man Zhang (2023). A Review of Three-Dimensional Multispectral Imaging in Plant Phenotyping. Smart agriculture.DOI
Afshin Azizi, Tianjing Yi, Zhao Zhang, Han Li, Man Zhang (2023). Wheat Lodging Detection Using Smart Vision-Based Method. Smart agriculture.DOI
Yao Zhang, Man Zhang, Minzan Li (2022). Agricultural Internet of Things. Agriculture automation and control.DOI
Man Zhang, Ning Wang, Liping Chen (2020). Sensing Technologies and Automation for Precision Agriculture. Women in engineering and science.DOI