Yu Bai, Nan Liu, Jiayi Li, Huijun Zhou, Yamei Song, MinZan Li, Wei Yang (2026). Near-infrared spectral generation and regression modeling with a hybrid CVAE–1D-CNN framework: application to soil organic matter estimation. Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy.DOI
Li J, Nan Liu, Huijun Zhou, Haiyan zeng, Wei Yang, Haiyong Weng, Beibei Zhou, Hong Sun, Minzan Li (2026). Constructing a Cross-Instrument Transfer Learning Method for Chlorophyll a Fluorescence OJIP Transient Using OJIP-SNV and CGAN: A Case Study for Cotton Salt Stress Diagnosis. Precision Agriculture.DOI
Tingyao Gao, Yao Zhang, Fanghui Tong, Jianlei Liu, Man Zhang, Minzan Li (2026). A spectral synergy correction model: Optimizing satellite spectra for improved soil organic carbon monitoring. Computers and Electronics in Agriculture.DOI
Yu Bai, Nan Liu, Jiayi Li, Huijun Zhou, Yamei Song, Wei Yang, Minzan Li, Hong Sun (2026). Development and test of an online detection system for soil organic matter based on the fusion of near-infrared and Raman spectroscopy. Measurement Science and Technology.DOI
Guohui Liu, Jinyang Chao, Changle Guo, Lulu An, Yang Liu, Hong Sun, Chunqi Zhang, Mingjia Liu, Zheng Cui, Man Zhang, Minzan Li, Yang Wei (2025). Reverse temporal spectral signal extraction and deep spectral signal decoupling fusion for detection of SCLB infection process. Computers and Electronics in Agriculture.DOI
Weijie Tang, Mingjia Liu, Ruomei Zhao, Guohui Liu, Hong Sun, Changle Guo, Yang Liu, Lulu An, Minzan Li (2025). UAV-borne RGB image and LiDAR fusion for reconstruction of 3D simulated hyperspectral data for crop growth parameter estimation. Computers and Electronics in Agriculture.DOI
Mingjia Liu, Changle Guo, Zhuoyuan Zhao, Xiaoyang Ma, Hong Sun, Wei Yang, Minzan Li (2025). Improvement on chlorophyll fluorescence parameters detection of potato leaf based on wavelet cluster analysis. Computers and Electronics in Agriculture.DOI
Yang Liu, Xiaoyang Ma, Lulu An, Hong Sun, Fangkui Zhao, Xiaojing Yan, Yuntao Ma, Minzan Li (2025). Exploring UAV narrow-band hyperspectral indices and crop functional traits derived from radiative transfer models to detect wheat powdery mildew. International Journal of Applied Earth Observation and Geoinformation.DOI
Zhaoyang Wang, Wei Yang, Yu Bai, Yamei Song, Minzan Li, Hong Sun (2025). Development of portable soil organic matter system based image and spectral fusion. Measurement Science and Technology.DOI
Ruomei Zhao, Hong Sun, Mingjia Liu, Weijie Tang, Yang Liu, Guohui Liu, Minzan Li (2025). A way to extend the SIF extraction bandwidth for application of crop phenotyping: Considering canopy structure and illumination effects. International Journal of Applied Earth Observation and Geoinformation.DOI
Haiyang Zhang, Yao Zhang, Fanghui Tong, Minzan Li (2025). A novel winter wheat yield prediction framework using fused spatial–temporal-spectral (STS) information from Sentinel-2 and Landsat 8 via improved Pix2Pix network. Computers and Electronics in Agriculture.DOI
Weihua Cao, Zhao Zhang, Fu Zhang, Minzan Li, Man Zhang, Yao Zhang (2025). On-the-tree mango detection based on image fusion. IFAC-PapersOnLine.DOI
Zhaoyu Rui, Zhao Zhang, Yingxin Jia, Man Zhang, Minzan Li, Runrun Wang (2025). Design and Field Evaluation of a Honeysuckle Selective Picking Robot. IFAC-PapersOnLine.DOI
Man Zhang, Li Shunda, Renjie Liu, Han Li, Yao Zhang, Minzan Li (2025). Development of a yield monitor for mid-sized full-feed Chinese combine harvesters. IFAC-PapersOnLine.DOI
Yang Liu, Mingjia Liu, Guohui Liu, Hong Sun, Lulu An, Ruomei Zhao, Weijie Tang, Fangkui Zhao, Xiaojing Yan, Yuntao Ma, Minzan Li (2024). Estimating canopy chlorophyll content of powdery mildew stressed winter wheat by different spatial resolutions of UAV-imagery. Computers and Electronics in Agriculture.DOI
Hao Li, Yamei Song, Zhaoyang Wang, Minzan Li, Wei Yang (2024). Development of an online prediction system for soil organic matter and soil moisture content based on multi-modal fusion. Computers and Electronics in Agriculture.DOI
Mingjia Liu, Weijie Tang, Ruomei Zhao, Guohui Liu, Yang Liu, Minzan Li, Hong Sun (2024). Improving detection of wheat canopy chlorophyll content based on inhomogeneous light correction. Computers and Electronics in Agriculture.DOI
Ruomei Zhao, Weijie Tang, Mingjia Liu, Nan Wang, Hong Sun, Minzan Li, Yuntao Ma (2024). Spatial-spectral feature extraction for in-field chlorophyll content estimation using hyperspectral imaging. Biosystems Engineering.DOI
Yang Liu, Guohui Liu, Hong Sun, Lulu An, Ruomei Zhao, Mingjia Liu, Weijie Tang, Minzan Li, Xiaojing Yan, Yuntao Ma, Fangkui Zhao (2024). Exploring multi-features in UAV based optical and thermal infrared images to estimate disease severity of wheat powdery mildew. Computers and Electronics in Agriculture.DOI
Guohui Liu, Nan Wang, Lulu An, Yang Liu, Hong Sun, Minzan Li, Weijie Tang, Ruomei Zhao, Lang Qiao (2024). Crop chlorophyll detection based on multiexcitation fluorescence imaging analysis. Biosystems Engineering.DOI
Kaidi Liu, Yao Zhang, Tingyao Gao, Fanghui Tong, Pinghong Liu, Wenjing Li, Minzan Li (2024). A handheld rapid detector of soil total nitrogen based on phase-locked amplification technology. Computers and Electronics in Agriculture.DOI
Liru Wang, Qianqian Wang, Chong Yao, Minzan Li, Gang Liu, Miao Zhang (2024). Flexible Multimodal Sensors Enhanced by Electrospun Lead-Free Perovskite and PVDF-HFP Composite Form-Stable Mesh Membranes for In Situ Plant Monitoring. Analytical Chemistry.DOI
Shu Lan, Yao Zhang, Tingyao Gao, Fanghui Tong, Zezhong Tian, Haiyang Zhang, Minzan Li, N.S. Mustafa (2024). UAV remote sensing monitoring of winter wheat tiller number based on vegetation pixel extraction and mixed-features selection. International Journal of Applied Earth Observation and Geoinformation.DOI
Lulu An, Yang Liu, Guohui Liu, Ruomei Zhao, Weijie Tang, Mingjia Liu, Jiameng Li, Zhen Li, Hong Sun, Minzan Li, Mengshu Liu (2024). Estimation on powdery mildew of wheat canopy based on in-situ hyperspectral responses and characteristic wavelengths optimization. Crop Protection.DOI
Yu Bai, Wei Yang, Zhao‐Yang Wang, Yongyan Cao, Minzan Li (2024). Improving the estimation accuracy of soil organic matter based on the fusion of near-infrared and Raman spectroscopy using the outer-product analysis. Computers and Electronics in Agriculture.DOI
Hao Li, Weiliang Ju, Yamei Song, Yong‐Yan Cao, Wei Yang, Minzan Li (2024). Soil organic matter content prediction based on two-branch convolutional neural network combining image and spectral features. Computers and Electronics in Agriculture.DOI
Pengcheng Zhou, Lihua Zheng, Minjuan Wang, Minzan Li (2024). A Lightweight Apple Fruit Instance Segmentation Network: YOLO-AppleSeg.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Yao Zhang, Lihua Zheng (2024). Online learning method for predicting air environmental information used in agricultural robots. International journal of agricultural and biological engineering.DOI
Lulu An, Yang Liu, Nan Wang, Guohui Liu, Mingjia Liu, Weijie Tang, Hong Sun, Minzan Li (2023). Classification of wheat powdery mildew based on hyperspectral: From leaves to canopy. Crop Protection.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
Ruomei Zhao, Weijie Tang, Lulu An, Lang Qiao, Nan Wang, Hong Sun, Minzan Li, Guohui Liu, Yang Liu (2023). Solar-induced chlorophyll fluorescence extraction based on heterogeneous light distribution for improving in-situ chlorophyll content estimation. Computers and Electronics in Agriculture.DOI
Haiyang Zhang, Yao Zhang, Kaidi Liu, Shu Lan, Tinyao Gao, Minzan Li (2023). Winter wheat yield prediction using integrated Landsat 8 and Sentinel-2 vegetation index time-series data and machine learning algorithms. Computers and Electronics in Agriculture.DOI
Yang Liu, Lulu An, Nan Wang, Weijie Tang, Minjia Liu, Gouhui Liu, Hong Sun, Minzan Li, Yuntao Ma (2023). Leaf area index estimation under wheat powdery mildew stress by integrating UAV‑based spectral, textural and structural features. Computers and Electronics in Agriculture.DOI
Chao Meng, Wei Yang, Yu Bai, Hao Li, Hao Zhang, Minzan Li (2023). Research of soil surface image occlusion removal and inpainting based on GAN used for estimation of farmland soil moisture content. Computers and Electronics in Agriculture.DOI
Haiyang Zhang, Yao Zhang, Tingyao Gao, Shu Lan, Fanghui Tong, Minzan Li (2023). Landsat 8 and Sentinel-2 Fused Dataset for High Spatial-Temporal Resolution Monitoring of Farmland in China’s Diverse Latitudes. Remote Sensing.DOI
Chao Meng, Wei Yang, Dong Wang, Ziyuan Hao, Minzan Li (2023). Shadow removal method of soil surface image based on GAN used for estimation of farmland soil moisture content. Measurement Science and Technology.DOI
Ruomei Zhao, Lulu An, Weijie Tang, Lang Qiao, Nan Wang, Minzan Li, Hong Sun, Guohui Liu (2023). Improving chlorophyll content detection to suit maize dynamic growth effects by deep features of hyperspectral data. Field Crops Research.DOI
Ruyue Cao, Yanan Guo, Zhenqian Zhang, Shichao Li, Man Zhang, Han Li, Minzan 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
Qichen Li, Toshiaki Sugihara, Sakae Shibusawa, Minzan Li (2023). Soil moisture transfer at the boundary area of soil water retention zone: A case study. Information Processing in Agriculture.DOI
Chao Meng, Wei Yang, Dong Wang, Ziyuan Hao, Minzan Li (2023). Development and testing of vehicle-mounted soil bulk density detection system. Measurement.DOI
Dong Wang, Wei Yang, Chao Meng, Yong‐Yan Cao, Minzan Li (2023). Research on vehicle-mounted soil electrical conductivity and moisture content detection system based on current–voltage six-terminal method and spectroscopy. Computers and Electronics in Agriculture.DOI
Mengmeng Du, Minzan Li, Noboru Noguchi, Jiangtao Ji, Mengchao Ye (2023). Retrieval of Fractional Vegetation Cover from Remote Sensing Image of Unmanned Aerial Vehicle Based on Mixed Pixel Decomposition Method. Drones.DOI
Chao Meng, Wei Yang, Xinjian Ren, Dong Wang, Minzan Li (2023). In-situ soil texture classification and physical clay content measurement based on multi-source information fusion. International journal of agricultural and biological engineering.DOI
Minzan Li, Man Zhang (2023). Yield Monitoring and Mapping Technologies. Springer eBooks.DOI
Dehua Gao, Lang Qiao, Lulu An, Hong Sun, MinZan Li, Ruomei Zhao, Weijie Tang, Di Song (2022). Diagnosis of maize chlorophyll content based on hybrid preprocessing and wavelengths optimization. Computers and Electronics in Agriculture.DOI
Lang Qiao, Ruomei Zhao, Weijie Tang, Lulu An, Hong Sun, Minzan Li, Nan Wang, Yang Liu, Guohui Liu (2022). Estimating maize LAI by exploring deep features of vegetation index map from UAV multispectral images. Field Crops Research.DOI
Zezhong Tian, Yao Zhang, Kaidi Liu, Zhenhai Li, Minzan Li, Haiyang Zhang, Jiangmei Wu (2022). UAV Remote Sensing Prediction Method of Winter Wheat Yield Based on the Fused Features of Crop and Soil. Remote Sensing.DOI
Jinzhi Wang, Xiuhua Li, Yonghua Zhou, Huaihai Wang, Minzan Li (2022). Banana Pseudostem Width Detection Based on Kinect V2 Depth Sensor. Computational Intelligence and Neuroscience.DOI
Lulu An, Weijie Tang, Lang Qiao, Ruomei Zhao, Hong Sun, Minzan Li, Yao Zhang, Man Zhang, Xiuhua Li (2022). Estimation of chlorophyll distribution in banana canopy based on RGB-NIR image correction for uneven illumination. Computers and Electronics in Agriculture.DOI
Yifan Sun, Renjie Liu, Man Zhang, Minzan 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
Dehua Gao, Lang Qiao, Lulu An, Ruomei Zhao, Hong Sun, Minzan Li, Weijie Tang, Nan Wang (2022). Estimation of spectral responses and chlorophyll based on growth stage effects explored by machine learning methods. The Crop Journal.DOI
Zezhong Tian, Yao Zhang, Haiyang Zhang, Zhenhai Li, Minzan Li, Jiangmei Wu, Kaidi Liu (2022). Winter wheat and soil total nitrogen integrated monitoring based on canopy hyperspectral feature selection and fusion. Computers and Electronics in Agriculture.DOI
Ziyuan Hao, Minzan Li, Wei Ping Yang, Xinze Li (2022). Evaluation of UAV spraying quality based on 1D-CNN model and wireless multi-sensors system. Information Processing in Agriculture.DOI
Wei Ping Yang, Xinze Li, Minzan Li, Ziyuan Hao (2022). Droplet deposition characteristics detection method based on deep learning. Computers and Electronics in Agriculture.DOI
Weijie Tang, Nan Wang, Ruomei Zhao, Minzan Li, Hong Sun, Lulu An, Lang Qiao (2022). Chlorophyll detector development based on snapshot-mosaic multispectral image sensing and field wheat canopy processing. Computers and Electronics in Agriculture.DOI
Qiuzhuo Deng, Mengxuan Wu, Haiyang Zhang, Yuntian Cui, Minzan Li, Yao Zhang (2022). Winter Wheat Yield Estimation Based on Optimal Weighted Vegetation Index and BHT-ARIMA Model. Remote Sensing.DOI
Dehua Gao, Lang Qiao, Di Song, Minzan Li, Hong Sun, Lulu An, Ruomei Zhao, Weijie Tang, Jinbo Qiao (2022). In-field chlorophyll estimation based on hyperspectral images segmentation and pixel-wise spectra clustering of wheat canopy. Biosystems Engineering.DOI
Lang Qiao, Weijie Tang, Dehua Gao, Ruomei Zhao, Lulu An, Minzan Li, Hong Sun, Di Song (2022). UAV-based chlorophyll content estimation by evaluating vegetation index responses under different crop coverages. Computers and Electronics in Agriculture.DOI
Peng Zhou, Kenneth A. Sudduth, Kristen Sloan Veum, Minzan Li (2022). Extraction of reflectance spectra features for estimation of surface, subsurface, and profile soil properties. Computers and Electronics in Agriculture.DOI
Renjie Liu, Yifan Sun, Minzan 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
Shimin Zhang, Xiuhua Li, Yuxuan Ba, Xuegang Lyu, Muqing Zhang, Minzan Li (2022). Banana Fusarium Wilt Disease Detection by Supervised and Unsupervised Methods from UAV-Based Multispectral Imagery. Remote Sensing.DOI
Ruomei Zhao, Lulu An, Weijie Tang, Dehua Gao, Lang Qiao, Minzan Li, Hong Sun, Jinbo Qiao (2022). Deep learning assisted continuous wavelet transform-based spectrogram for the detection of chlorophyll content in potato leaves. Computers and Electronics in Agriculture.DOI
Ziyuan Hao, Xinze Li, Chao Meng, Wei Yang, Minzan Li (2022). Adaptive spraying decision system for plant protection unmanned aerial vehicle based on reinforcement learning. International journal of agricultural and biological engineering.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Yao Zhang, Lihua Zheng (2022). Novel encoder for ambient data compression applied to microcontrollers in agricultural robots. International journal of agricultural and biological engineering.DOI
Weichao Wang, Wei Yang, Peng Zhou, Yulu Cui, Dong Wang, Minzan Li (2021). Development and performance test of a vehicle-mounted total nitrogen content prediction system based on the fusion of near-infrared spectroscopy and image information. Computers and Electronics in Agriculture.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Yao Zhang, Lihua Zheng (2021). Mark-Spectra: A convolutional neural network for quantitative spectral analysis overcoming spatial relationships. Computers and Electronics in Agriculture.DOI
Lang Qiao, Dehua Gao, Ruomei Zhao, Weijie Tang, Lulu An, Minzan Li, Hong Sun (2021). Improving estimation of LAI dynamic by fusion of morphological and vegetation indices based on UAV imagery. Computers and Electronics in Agriculture.DOI
Yao Zhang, Jian Hui, Qiming Qin, Yuanheng Sun, Tianyuan Zhang, Hong Sun, Minzan Li (2021). Transfer-learning-based approach for leaf chlorophyll content estimation of winter wheat from hyperspectral data. Remote Sensing of Environment.DOI
Di Song, Dehua Gao, Hong Sun, Lang Qiao, Ruomei Zhao, Weijie Tang, Minzan Li (2021). Chlorophyll content estimation based on cascade spectral optimizations of interval and wavelength characteristics. Computers and Electronics in Agriculture.DOI
Di Song, Lang Qiao, Dehua Gao, Song Li, Minzan Li, Hong Sun, Junyong Ma (2021). Development of crop chlorophyll detector based on a type of interference filter optical sensor. Computers and Electronics in Agriculture.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Yao Zhang, Lihua Zheng (2021). Construction of complex features for predicting soil total nitrogen content based on convolution operations. Soil and Tillage Research.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Lihua Zheng (2021). A deep learning-based method for screening soil total nitrogen characteristic wavelengths. Computers and Electronics in Agriculture.DOI
Ruomei Zhao, Lulu An, Di Song, Minzan Li, Lang Qiao, Ning Liu, Hong Sun (2021). Detection of chlorophyll fluorescence parameters of potato leaves based on continuous wavelet transform and spectral analysis. Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy.DOI
Dehua Gao, Minzan Li, Junyi Zhang, Di Song, Hong Sun, Lang Qiao, Ruomei Zhao (2021). Improvement of chlorophyll content estimation on maize leaf by vein removal in hyperspectral image. Computers and Electronics in Agriculture.DOI
Peng Zhou, Minzan Li, Wei Yang, Xiangqian Yao, Zhen Liu, Ronghua Ji (2021). Development and performance tests of an on-the-go detector of soil total nitrogen concentration based on near-infrared spectroscopy. Precision Agriculture.DOI
Peng Zhou, Wei Yang, Minzan Li, Weichao Wang (2021). A New Coupled Elimination Method of Soil Moisture and Particle Size Interferences on Predicting Soil Total Nitrogen Concentration through Discrete NIR Spectral Band Data. Remote Sensing.DOI
Ruyue Cao, Shichao Li, Yuhan Ji, Zhenqian Zhang, Hongzhen Xu, Man Zhang, Minzan Li, Han Li (2021). Task assignment of multiple agricultural machinery cooperation based on improved ant colony algorithm. Computers and Electronics in Agriculture.DOI
Chao Meng, Wei Yang, Lan Hong, Xinjian Ren, Minzan Li (2020). Development and Application of a Vehicle-Mounted Soil Texture Detector. Sensors.DOI
Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Lihua Zheng (2020). Comparison of Soil Total Nitrogen Content Prediction Models Based on Vis-NIR Spectroscopy. Sensors.DOI
Xinbing Wang, Yuxin Miao, Rui Dong, Hainie Zha, Tingting Xia, Zhichao Chen, Krzysztof Kuśnierek, Guohua Mi, Hong Sun, Minzan Li (2020). Machine learning-based in-season nitrogen status diagnosis and side-dress nitrogen recommendation for corn. European Journal of Agronomy.DOI
Ning Liu, Zizheng Xing, Ruomei Zhao, Lang Qiao, Minzan Li, Gang Liu, Hong Sun (2020). Analysis of Chlorophyll Concentration in Potato Crop by Coupling Continuous Wavelet Transform and Spectral Variable Optimization. Remote Sensing.DOI
Junyi Zhang, Hong Sun, Dehua Gao, Lang Qiao, Ning Liu, Minzan Li, Yao Zhang (2020). Detection of Canopy Chlorophyll Content of Corn Based on Continuous Wavelet Transform Analysis. Remote Sensing.DOI
Lang Qiao, Dehua Gao, Junyi Zhang, Minzan Li, Hong Sun, Junyong Ma (2020). Dynamic Influence Elimination and Chlorophyll Content Diagnosis of Maize Using UAV Spectral Imagery. Remote Sensing.DOI
Ning Liu, Ruomei Zhao, Lang Qiao, Yao Zhang, Minzan Li, Hong Sun, Zizheng Xing, Xinbing Wang (2020). Growth Stages Classification of Potato Crop Based on Analysis of Spectral Response and Variables Optimization. Sensors.DOI
Haojie Liu, Hong Sun, Minzan Li, Michihisa Iida (2020). Application of Color Featuring and Deep Learning in Maize Plant Detection. Remote Sensing.DOI
Ning Liu, Lang Qiao, Zizheng Xing, Minzan Li, Hong Sun, Junyi Zhang, Yao Zhang (2020). Detection of chlorophyll content in growth potato based on spectral variable analysis. Spectroscopy Letters.DOI
Wu Yong, Li Li, Minzan Li, Man Zhang, Hong Sun, N. Sigrimis (2020). Optimal fertigation for high yield and fruit quality of greenhouse strawberry. PLoS ONE.DOI
Xiaoshuai Pei, Chao Meng, Minzan Li, Wei Yong Yang, Peng Zhou (2019). Measurement of soil electrical conductivity based on direct digital synthesizer (DDS) and digital oscilloscope. International journal of agricultural and biological engineering.DOI
Peng Zhou, Yao Zhang, Wei Yang, Minzan Li, Zhen Liu, Xinying Liu (2019). Development and performance test of an in-situ soil total nitrogen-soil moisture detector based on near-infrared spectroscopy. Computers and Electronics in Agriculture.DOI
Xiaoshuai Pei, Kenneth A. Sudduth, Kristen Sloan Veum, Minzan Li (2019). Improving In-Situ Estimation of Soil Profile Properties Using a Multi-Sensor Probe. Sensors.DOI
Wei Yang, Ce Yang, Ziyuan Hao, Chuanqi Xie, Minzan Li (2019). Diagnosis of Plant Cold Damage Based on Hyperspectral Imaging and Convolutional Neural Network. IEEE Access.DOI
Wu Yong, Li Li, Shuaishuai Li, Hongkang Wang, Man Zhang, Hong Yan Sun, Nikolaos Sygrimis, Minzan Li (2019). Optimal control algorithm of fertigation system in greenhouse based on EC model. International journal of agricultural and biological engineering.DOI
Wu Yong, Li Li, Minzan Li, Man Zhang, Hong Sun, Nikolaos Sygrimis, Wangfeng Lai (2019). Remote-Control System for Greenhouse Based on Open Source Hardware. IFAC-PapersOnLine.DOI
Lang Qiao, Zhang Zhiyong, Chen Longsheng, Sun Hong, Minzan Li, Li Li, Junyong Ma (2019). Detection of Chlorophyll Content in Maize Canopy from UAV Imagery. IFAC-PapersOnLine.DOI
Haojie Liu, Minzan Li, Junyi Zhang, Dehua Gao, Hong Jie Sun, Man Zhang, Jingzhu Wu (2019). A novel wavelength selection strategy for chlorophyll prediction by MWPLS and GA. International journal of agricultural and biological engineering.DOI
Jian Yin, Xinying Liu, Yanlong Miao, Yang Gao, Ruicheng Qiu, Man Zhang, Han Li, Minzan Li (2019). Measurement and prediction of tomato canopy apparent photosynthetic rate. International journal of agricultural and biological engineering.DOI
Jiaqi Mi, Wanlin Gao, Si Ya Yang, Xia Hao, Minzan Li, Minjuan Wang, Lihua Zheng (2019). A Method of Plant Root Image Restoration Based on GAN. IFAC-PapersOnLine.DOI
Yu Han, Wei Yang, Minzan Li, Chao Meng (2019). Comparative Study of Two Soil Conductivity Meters Based on the Principle of Current-Voltage Four-Terminal Method. IFAC-PapersOnLine.DOI
Xiangqian Yao, Wei Yang, Minzan Li, Peng Zhou, Zhen Liu (2019). Prediction of Total Nitrogen Content in Different Soil Types Based on Spectroscopy. IFAC-PapersOnLine.DOI
Lihua Zheng, Ronghua Ji, Hong Yan Sun, Zefa Yang, Minzan Li (2019). Plant Protection UAV Operation Recommendation Using Storm Framework. IFAC-PapersOnLine.DOI
Qinghua Su, Naoshi Kondo, Minzan Li, Hong Sun, Dimas Firmanda Al Riza, Harshana Habaragamuwa (2018). Potato quality grading based on machine vision and 3D shape analysis. Computers and Electronics in Agriculture.DOI
Yao Zhang, Minzan Li, Lihua Zheng, Qiming Qin, Won Suk Lee (2018). Spectral features extraction for estimation of soil total nitrogen content based on modified ant colony optimization algorithm. Geoderma.DOI
Yao Zhang, Won Suk Lee, Minzan Li, Lihua Zheng, Mark A. Ritenour (2018). Non-destructive recognition and classification of citrus fruit blemishes based on ant colony optimized spectral information. Postharvest Biology and Technology.DOI
Ruicheng Qiu, Shuang Wei, Man Zhang, Han Li, Hong Sun, Gang Liu, Minzan Li (2018). Sensors for measuring plant phenotyping: A review. International journal of agricultural and biological engineering.DOI
Wu Yong, Shuaishuai Li, Li Li, Minzan Li, Ming Li, Konstantinos G. Arvanitis, Tsvetelina D. Georgieva, N. Sigrimis (2018). Smart Sensors from Ground to Cloud and Web Intelligence. IFAC-PapersOnLine.DOI
Tao Zheng, Ning Liu, Li Wu, Minzan Li, Hong Sun, Qin Zhang, Jingzhu Wu (2018). Estimation of Chlorophyll Content in Potato Leaves Based on Spectral Red Edge Position. IFAC-PapersOnLine.DOI
Junyi Zhang, Minzan Li, Zichun Sun, Haojie Liu, Hong Sun, Wei Yang (2018). Chlorophyll Content Detection of Field Maize Using RGB-NIR Camera. IFAC-PapersOnLine.DOI
Xu Wang, Hong Sun, Yaowei Long, Lihua Zheng, Haojie Liu, Minzan Li (2018). Development of Visualization System for Agricultural UAV Crop Growth Information Collection. IFAC-PapersOnLine.DOI
Hong Sun, Ning Liu, Li Wu, Longsheng Chen, Liwei Yang, Minzan Li, Qin Zhang (2018). Water Content Detection of Potato Leaves Based on Hyperspectral Image. IFAC-PapersOnLine.DOI
Xiangqian Yao, Wei Yang, Minzan Li, Peng Zhou, Yuqing Chen, Ziyuan Hao, Zhen Liu (2018). Prediction of Total Nitrogen in Soil Based on Random Frog Leaping Wavelet Neural Network. IFAC-PapersOnLine.DOI
Lihua Zheng, Ronghua Ji, Wei Liao, Minzan Li (2018). A Positioning Method for Apple Fruits Based on Image Processing and Information Fusion. IFAC-PapersOnLine.DOI
Zichun Sun, Hong Yan Sun, Haojie Liu, Junyi Zhang, Longsheng Chen, Minzan Li, Lihua Zheng, Xu Wang (2018). Performance test and parameter optimization of variable spraying liquid fertilizer machine. IFAC-PapersOnLine.DOI
Yuqing Chen, Wei Yang, Minzan Li, Ziyuan Hao, Peng Zhou, Hong Jun Sun (2018). Research on Pest Image Processing Method Based on Android Thermal Infrared Lens. IFAC-PapersOnLine.DOI
Yongjun Ding, Won Suk Lee, Minzan Li (2018). Feature extraction of hyperspectral images for detecting immature green citrus fruit. Frontiers of Agricultural Science and Engineering.DOI
Haojie Liu, Minzan Li, Junyi Zhang, Dehua Gao, Hong Sun, Liwei Yang (2018). Estimation of chlorophyll content in maize canopy using wavelet denoising and SVR method. International journal of agricultural and biological engineering.DOI
Peng Zhou, Wei Yang, Minzan Li, Xiangqian Yao, Zhen Liu (2018). Performance Analysis of Vehicle-mounted Soil Total Nitrogen Detector at Different Vehicle Speeds. IFAC-PapersOnLine.DOI
Chunjiang Zhao, Minzan Li (2018). Highlights in precision agriculture. Frontiers of Agricultural Science and Engineering.DOI
Haojie Liu, Minzan Li, Junyi Zhang, Hon Sun, Yaowei Long, Li Wu, Qin Zhang (2018). PCA based model on chlorophyll content diagnosis of winter wheat. IFAC-PapersOnLine.DOI
Renjie Liu, Zhenqian Zhang, Man Zhang, Wei Yang, Minzan Li (2018). Performance Analysis and Modelling of Impact-based Sensor in Yield Monitor System. IFAC-PapersOnLine.DOI
Zichun Sun, Hong Sun, Minzan Li, Longsheng Chen, Haojie Liu, Wu Yong (2018). Nutrient content monitoring of potato plant based on spectrum device. IFAC-PapersOnLine.DOI
Ziyuan Hao, Wei Yang, Minzan Li, Yuqing Chen, Licheng Zhu, Hong Jun Sun (2018). Design of Transboundary Observation System for Plant Protection UAV Based on Improved Winding Number Method and Android. IFAC-PapersOnLine.DOI
Ce Wang, Xiuhua Li, Lijia Wang, Xiao Chen, Minzan Li, Shaodui Ma (2018). Prediction of N, P and K Contents in Sugarcane Leaves by VIS-NIR Spectroscopy and NPK Interaction Effect. 2018 Detroit, Michigan July 29 - August 1, 2018.DOI
Yang Wei, Peng Zhou, Minzan Li, Hao Ziyuan, Liu Zhen, Xiangqian Yao (2018). Analysis of soil Near-Infrared Spectra based on Multi-Fractal Theory. IFAC-PapersOnLine.DOI
Jieyu Li, Li Li, Haihua Wang, Konstantinos P. Ferentinos, Minzan Li, N. Sigrimis (2017). Proactive energy management of solar greenhouses with risk assessment to enhance smart specialisation in China. Biosystems Engineering.DOI
Qinghua Su, Naoshi Kondo, Minzan Li, Hong Sun, Dimas Firmanda Al Riza (2017). Potato feature prediction based on machine vision and 3D model rebuilding. Computers and Electronics in Agriculture.DOI
Sun‐Ok Chung, Moon-Chan Choi, Kyu‐Ho Lee, Yong–Joo Kim, Soon-Jung Hong, Minzan Li (2016). Sensing Technologies for Grain Crop Yield Monitoring Systems: A Review. Journal of Biosystems Engineering.DOI
Meng Ting Cheng, Hong Sun, Xiaoshuai Pei, Minzan Li, Qin Zhang, Man Zhang (2016). Spectrum analyzer development for oxidation diagnosis of Potato semi-finished products. IFAC-PapersOnLine.DOI
Haojie Liu, Hong Sun, Bohui Mao, Minzan Li, Man Zhang, Qin Zhang (2016). Development of a Crop Growth Detecting System. IFAC-PapersOnLine.DOI
Yao Zhang, Lihua Zheng, Minzan Li, Xiaolei Deng, Ronghua Ji (2015). Predicting apple sugar content based on spectral characteristics of apple tree leaf in different phenological phases. Computers and Electronics in Agriculture.DOI
Lixuan Wu, Sun Hong, Minzan Li, Meng Zhang, Zhao Yi (2015). An On-Line Monitoring System of Crop Growth in Greenhouse. IFIP advances in information and communication technology.DOI
Wei Yang, Minzan Li, Lihua Zheng, Hong Min Sun (2015). Evaluation Model of Winter Wheat Yield Based on Soil Properties. IFIP advances in information and communication technology.DOI
Ting Li, Man Zhang, Ji Yuhan, Sha Sha, Jiang Yiqiong, Minzan Li (2015). Management of CO2 in a tomato greenhouse using WSN and BPNN techniques. International journal of agricultural and biological engineering.DOI
Lixuan Wu, Hong Sun, Minzan Li, Yao Wen, Yi Fan Zhao (2015). Development of Nitrogen Parameter Detector for Orchard Monitoring Based on Spectroscopy. Intelligent Automation & Soft Computing.DOI
Yuanyuan Song, Hong Sun, Minzan Li, Qin Zhang (2015). Technology Application of Smart Spray in Agriculture: A Review. Intelligent Automation & Soft Computing.DOI
Minzan Li, Sun‐Ok Chung (2015). Special issue on precision agriculture. Computers and Electronics in Agriculture.DOI
Xiuhua Li, Won Suk Lee, Minzan Li, Reza J. Ehsani, Ashish Mishra, Chenghai Yang, Robert L. Mangan (2015). Feasibility study on Huanglongbing (citrus greening) detection based on WorldView-2 satellite imagery. Biosystems Engineering.DOI
Lihua Zheng, Zhuo Wang, Hong Sun, Man Zhang, Minzan Li (2014). Real-time evaluation of corn leaf water content based on the electrical property of leaf. Computers and Electronics in Agriculture.DOI
Xiaofei An, Minzan Li, Lihua Zheng, Hong Sun (2014). Eliminating the interference of soil moisture and particle size on predicting soil total nitrogen content using a NIRS-based portable detector. Computers and Electronics in Agriculture.DOI
Zhenjiang Zhong, Hong Sun, Minzan Li, Feng Zhang, Xiuhua Li (2014). Development of a Vehicle-Mounted Crop Detection System. Journal of Integrative Agriculture.DOI
Xiang Guo, Lihua Zheng, Minzan Li, Yao Zhang (2014). Intelligent data acquisition and cloud services for apple orchard. International journal of agricultural and biological engineering.DOI
Qian Wu, Hong Sun, Minzan Li, Wei Yang (2014). Development and application of crop monitoring system for detecting chlorophyll content of tomato seedlings. International journal of agricultural and biological engineering.DOI
Wei Han Yang, Hong Sun, Lihua Zheng, Zhang Yao, Minzan Li (2013). [Grey analysis of NIR spectra and prediction of nitrogen content in jujube leaves]. PubMed.
Haihua Wang, Changying Li, Minzan Li (2013). [Detection of onion soluble solids content based on the near-infrared reflectance spectra]. PubMed.
Yao Zhang, Lihua Zheng, Minzan Li, Xiaolei Deng, Shicong Wang, Feng Zhang, Ronghua Ji (2013). Construction of apple tree leaves nutrients prediction model based on spectral analysis. Nongye gongcheng xuebao.DOI
Ming Sun, Wen Li, Minzan Li (2013). A Survey of Determination for Organophosphorus Pesticide Residue in Agricultural Products. Advance Journal of Food Science and Technology.DOI
Xiaofei An, Minzan Li, Lihua Zheng, Yumeng Liu, Hong Sun (2013). A portable soil nitrogen detector based on NIRS. Precision Agriculture.DOI
Xiaoshuai Pei, Lihua Zheng, Yong Zhao, Menglong Zhang, Minzan Li (2013). Development and Performance Test for a New Type of Portable Soil EC Detector. IFIP advances in information and communication technology.DOI
Wei Yang, Sigrimis Nick, Minzan Li, Hong Sun, Lihua Zheng (2013). Correlations between Nitrogen Content and Multispectral Image of Greenhouse Cucumber Grown in Different Nitrogen Level. IFIP advances in information and communication technology.DOI
Xiaofei An, Minzan Li, Lihua Zheng, Yumeng Liu, Yajing Zhang (2013). Real Time Detection of Soil Moisture in Winter Jujube Orchard Based on NIR Spectroscopy. IFIP advances in information and communication technology.DOI
Xiang Fa Guo, Lihua Zheng, Xiaofei An, Jia Qing Wu, Minzan Li (2013). Integration and Development of On-Site Grain Yield Monitoring System Based on IPC. IFIP advances in information and communication technology.DOI
Xiaolei Deng, Qin Zhang, Minzan Li, Long He, Jianfeng Zhou (2013). Detection of apple bruises caused by picking with the manipulator based on hyperspectral images. 2013 Kansas City, Missouri, July 21 - July 24, 2013.DOI
Man Zhang, Minzan Li, Weizhen Wang, Chunhong Liu, Hongju Gao (2012). Temporal and spatial variability of soil moisture based on WSN. Mathematical and Computer Modelling.DOI
Lihua Zheng, Won Suk Lee, Minzan Li, Anurag R. Katti, Ce Yang, Han Jacob Li, Hong Sun (2012). Analysis of soil phosphorus concentration based on Raman spectroscopy. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Hong Sun, Minzan Li, Lihua Zheng, Yan-E Zhang, Yajing Zhang (2012). Monitoring of maize chlorophyll content based on multispectral vegetation indices. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xiaofei An, Minzan Li, Lihua Zheng, Yumeng Liu (2012). Effect of particle size on prediction of soil TN with remote sensing based on NIR spectroscopy. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yao Zhang, Lihua Zheng, Minzan Li, Xiaolei Deng, Hong Sun (2012). Predicting apple tree leaf nitrogen content based on hyperspectral applying wavelet and wavelet packet analysis. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yongjun Ding, Minzan Li, Lihua Zheng, Hong Sun (2012). Estimation of tomato leaf nitrogen content using continuum-removal spectroscopy analysis technique. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xiaolei Deng, Minzan Li, Lihua Zheng, Yao Zhang, Xiaofei An (2012). Temporal and spatial variation of canopy spectral characteristics in apple orchard. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yong Zhao, Qin Zhang, Minzan Li, Yongni Shao, Jianfeng Zhou, Hong Sun (2012). A multimodal image sensor system for identifying water stress in grapevines. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Ronghua Ji, Lihua Zheng, Xiaolei Deng, Yao Zhang, Hong Sun, Minzan Li (2012). The growth forecasting model for apple tree based on ground-based remote sensing. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yao Zhang, Lihua Zheng, Minzan Li, Xiaolei Deng, Xiaofei An (2012). Development of a portable spectroscopy-based device to detect nutrient status of apple tree. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xiuhua Li, Won Suk Lee, Minzan Li, Reza J. Ehsani, Ashish Mishra, Chenghai Yang, Robert L. Mangan (2012). Spectral difference analysis and airborne imaging classification for citrus greening infected trees. Computers and Electronics in Agriculture.DOI
Xiaofei An, Minzan Li, Lihua Zheng (2012). Estimation of Soil Total Nitrogen and Soil Moisture Based on NIRS Technology. IFIP International Federation for Information Processing/IFIP.DOI
Haihua Wang, Minzan Li, Yan-E Zhang (2012). Determination of Corn Nutrient Status under N&K Stressed Condition Using Hyperspectral Analysis. IFIP International Federation for Information Processing/IFIP.DOI
Minzan Li (2012). Design and Development of Farmland WebGIS Service System. Agriculture Network Information.
Hong Sun, Minzan Li, Lihua Zheng, Yan-E Zhang, Wei Yang (2011). Evaluation of maize growth by ground based multi-spectral image. IEEE/SICE International Symposium on System Integration (SII).DOI
Wei Yang, Minzan Li, Hong Sun, Ruijiao Zhao (2011). Development of a NDVI detector based on optics and spectroscopy. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Wenbing Tang, Yan-E Zhang, Dongxing Zhang, Wei Yang, Minzan Li (2011). Corn tassel detection based on image processing. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xiuhua Li, Minzan Li, Di Cui, Yuxin Miao (2011). Monitoring of rice plant growth in northeast China using dual-wavebands crop growth analyzer. Nongye gongcheng xuebao.DOI
Minzan Li (2011). Design and Development of Modern Precision Agriculture Integration Research Website. Agriculture Network Information.
Xiaolei Deng, Lihua Zheng, Minzan Li (2010). Development of a field wireless sensors network based on ZigBee technology.
Yanshuang Che, Minzan Li, Lihua Zheng, Xiaolei Deng (2010). Development of farming PDA based on the zigbee wireless sensors network and GIS.
Lina Zhang, Minzan Li, Lujia Han (2010). Development of fast analyzer on biological waste's nutrient contents.
Ze Zhang, Minzan Li, Xin Li (2010). The development of a hand-held multi-spectral camera based on FPGA.
Lihua Zheng, Minzan Li, Caicong Wu, Haijian Ye, Ronghua Ji, Xiaolei Deng, Yanshuang Che, Cheng Fu, Wei Guo (2010). Development of a smart mobile farming service system. Mathematical and Computer Modelling.DOI
Hong Sun, Minzan Li, Daoliang Li (2010). The vegetation classification in coal mine overburden dump using canopy spectral reflectance. Computers and Electronics in Agriculture.DOI
Lihua Zheng, Minzan Li, Xiaofei An, Luan Pan, Hong Sun (2010). Spectral feature extraction and modeling of soil total nitrogen content based on NIR technology and wavelet packet analysis. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yongjun Ding, Minzan Li, Shuqiang Li, Deng-kui An (2010). Predicting chlorophyll content of greenhouse tomato with ground-based remote sensing. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Shuqiang Li, Minzan Li, Yongjun Ding, Ruijiao Zhao (2010). Variable rate fertilization based on spectral index and remote sensing. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Ruijiao Zhao, Minzan Li, Shuqiang Li, Yongjun Ding (2010). Winter wheat nutrition diagnosis under different N treatments based on multispectral images and remote sensing. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xin Li, Yan-E Zhang, Jingfu Zhu, Ruijiao Zhao, Minzan Li (2010). Pose parameter extraction of corn canopy remote sensing images based on parallel multi-ocular imaging. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Di Cui, Qin Zhang, Minzan Li, Glen Lee Hartman, Youfu Frank Zhao (2010). Image processing methods for quantitatively detecting soybean rust from multispectral images. Biosystems Engineering.DOI
Minzan Li, Luan Pan, Lihua Zheng, Xiao-Fei An (2010). [Development of a portable SOM detector based on NIR diffuse reflection]. PubMed.
Di Cui, Minzan Li, Qin Zhang (2009). Development of an optical sensor for crop leaf chlorophyll content detection. Computers and Electronics in Agriculture.DOI
Di Cui, Qin Zhang, Minzan Li, Youfu Frank Zhao, Glen Lee Hartman (2009). Detection of soybean rust using a multispectral image sensor. Sensing and Instrumentation for Food Quality and Safety.DOI
Di Cui, Minzan Li, Xiuhua Li (2009). Development of an Optical Device to Investigatechlorophyll Content of Tomato Leaves. IFIP advances in information and communication technology.DOI
Liangliang Jia, Xinping Chen, Minzan Li, Zhenling Cui, Fusuo S. Zhang (2009). COMPARSION OF MULTISPECTRAL REFLECTANCE WITH DIGITAL COLOR IMAGE IN ASSESSING THE WINTER WHEAT NITROGEN STATUS. IFIP advances in information and communication technology.DOI
Bo Wang, Minzan Li (2008). Development of a grain volumetric flow sensor based on photoelectrical principle. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Ze Zhang, Minzan Li, Ruijiao Zhao, Xin Li (2008). The development of a multi-spectral camera used in the detection of crop growth status. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xihua Li, Minzan Li, Di Cui (2008). Development of a wireless crop growth monitor based on optical principle. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Lihua Zheng, Luan Pan, Minzan Li, Xiaofei An (2008). Development of a soil detector based on an optical sensor. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Ce Yang, Minzan Li, Di Cui (2008). A spectroscopy-based detector to monitor tomato growth condition in greenhouse. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yunxia Han, Minzan Li, Daoliang Li (2007). Vegetation index analysis of multi‐source remote sensing data in coal mine wasteland. New Zealand Journal of Agricultural Research.DOI
Yao Lan, Li Li, Miao Zhang, Minzan Li (2006). Automatic Guidance of Agricultural Vehicles Based on Global Positioning System. Springer eBooks.DOI
Minzan Li, Peng Li, Qi Wang, Fang Jianqing, Maohua Wang (2006). Development of an Intelligent Yield Monitor for Grain Combine Harvester. Springer eBooks.DOI
Junning Zhang, Minzan Li, Kong DeXiu, Qizhang Zou (2006). Artificial Intelligence in Real-Time Evaluating Electrical Conductivity of Greenhouse Substrate. Springer eBooks.DOI
Wei Ming Yang, Minzan Li, Hui Liu (2006). Development of an Intelligent Adapter for Field Computer. Springer eBooks.DOI
Han Yunxia, Minzan Li, Xijie Zhang, Jia Liangliang, Xingping Chen, Zhang Fu-suo (2005). Precision management of winter wheat based on aerial images and hyperspectral data obtained by unmanned aircraft. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Zheng Lihua, Minzan Li, Jianying Sun, Ning Tang, Xijie Zhang (2005). Estimation of soil moisture with aerial images and hyperspectral data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Lihua Zheng, Minzan Li, Jianying Sun, Xijie Zhang, Peng Zhao (2005). Estimating soil moisture based on image processing technologies. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
BAI Hongwu, Guanghui Teng, Liang Ma, Zhizhong Li, Zhengdong Yuan, Minzan Li, Xiuslayerg Yang (2005). Remote sensing and monitor system for a large poultry farm based on Internet. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Han Yunxia, Minzan Li, Liangliang Jia, Xijie Zhang, Fusuo S. Zhang (2005). Estimating growth status of winter wheat based on aerial images and hyperspectral data. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Lihua Zheng, Minzan Li, Jianying Sun, Xijie Zhang, Peng Zhao (2005). Evaluation of soil fertility with spectrophotometer and spectroradiometer. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yan-E Zhang, Minzan Li, Zenghui Xu, Xijie Zhang, Maohua Wang (2005). Investigation of crop nitrogen content based on image processing technologies. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yanzheng Liu, Guanghui Teng, Chengwei Ma, Minzan Li (2005). Development of a data-acquisition program for an integrated temperature measurement system. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Minzan Li (2005). Real-time soil sensing based on fiber optics and spectroscopy. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Xijie Zhang, Minzan Li, Yan-E Zhang (2005). A new multispectral detector of crop growth condition based on fiber optics. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Minzan Li, Peng Zhao, Xijie Zhang (2005). Estimation of soil moisture with hyperspectral reflectance based on ground-based remote sensing.DOI
Minzan Li, Xijie Zhang, Yan-E Zhang, Peng Zhao, Jianping Zhang (2005). Investigation of crop growth condition with hyperspectral reflectance based on ground-based remote sensing.DOI
Gang Liu, Xuehong Yang, Minzan Li (2005). An Artificial Neural Network Model for Crop Yield Responding to Soil Parameters. Lecture notes in computer science.DOI
Jiangmei Wu, Yao Zhang, Fanghui Tong, Tingyao Gao, Wenjing Li, Pinghong Liu, Minzan Li (2023). Enhanced Nee Estimations in Agroecosystems Utilizing Satellite Remote Sensing and Transfer Component Analysis. SSRN Electronic Journal.DOI
Qichen Li, Toshiaki Sugihara, Sakae Shibusawa, Minzan Li (2021). Hydrotropic Root Behavior in Water-Saving Cultivation: A High-Resolution Monitoring Study of Soil Water Dynamics. Research Square.DOI
Jiaqi Mi, Hao Xia, Yang Si, Yang Xiande, Gao Wanlin, Minzan Li, Zheng Lihua, Minjuan Wang (2020). Res-WGAN: Image Classification for Plant Small-scale Datasets.DOI
书籍章节
Han Li, Minzan Li, Nikolaos Sygrimis, Qin Zhang (2022). Soil and Crop Sensing for Precision Crop Production: An Introduction. Agriculture automation and control.DOI
Hong Sun, Minzan Li, Qin Zhang (2022). Crop Sensing in Precision Agriculture. Agriculture automation and control.DOI
Yao Zhang, Man Zhang, Minzan Li (2022). Agricultural Internet of Things. Agriculture automation and control.DOI
Sakae Shibusawa, Masakazu Kodaira, Eiji Morimoto, Minzan Li (2022). Application of Soil Sensing in Precision Agriculture. Agriculture automation and control.DOI
Wei Yang, Yao Zhang, Minzan Li (2022). Sensing Technology of Soil Physical Properties. Agriculture automation and control.DOI