杨贵军 教授

• 学院： 地质工程与测绘学院
• 性别： 男
• 出生年月：
• 职称： 教授
• 学位： 博士
• 学历：
• 毕业院校： 中国科学院遥感应用研究所
• 联系电话：
• 电子邮箱： guijun.yang@163.com
• 通讯地址：
• 邮编：
• 传真：
• 办公地址： 地学大厦
• 教育经历：

      

     详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

  
  

杨贵军，博士，二级教授，长江学者特聘教授，博导，农业农村部农业遥感机理与定量遥感重点实验室主任，十三五、十四五国家重点研发专项负责人，国际SCI 期刊Artificial Intelligence in Agriculture 副主编、Computers and Electronics in Agriculture“定量遥感模型”专刊主编、遥感学报编委。主要从事农业定量遥感机理及应用研究，在作物光谱机理模型与定量反演、遥感时空谱融合与预测、育种田间表型感知等领域取得创新性成果，在Remote Sensing of Environment、Field Crops Research、ISPRS Photogrammetry and Remote Sensing 等国际期刊发表SCI/EI 第一及通讯作者论文150余篇，从2020年连续入选爱思唯尔(Elsevier)中国高被引学者榜单，斯坦福大学全球前2%顶尖科学家榜单（World’s Top 2% Scientists）。出版专著3 部，获得授权国际PCT发明专利1项，授权国家发明专利25 项，新技术新产品证书4 项，省级地方标准2 项，获得河南省科学技术进步一等奖、浙江省科学进步奖一等奖、教育部科学技术进步一等奖等5项。

   团队详细信息，请访问链接：https://ygjuny.github.io/YangLab.github.io/

     详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

  主要研究领域：

   1、农业定量遥感机理建模

   2、新型图谱传感器研发

   3、农业生态参数反演

   4、作物模型与遥感同化

   5、无人机农业遥感

   6、智慧农场关键技术

   1、定量遥感，32课时，本科生；

   2、研究生培养

   长安大学杨贵军教授团队 - 团队成员

   详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

2025年

[1]     杨贵军*,赵春江,杨小冬,杨浩,胡海棠,龙慧灵,裘正军,李娴,江冲亚,孙亮,陈雷,周清波,郝星耀,郭威,王培,高美玲,粮食生产大数据平台研究进展与展望,智慧农业（中英文）,2025-03-01,7(2):1-12

[2]     王拓,杨贵军*,徐新刚,冯海宽,董立国,张静,刘淼,唐澳华,吴强,1990—2024 年六盘山区植被覆盖度时空演变特征及其归因,地理科学,2025-08-27,45(8):1684-1697

[3]     Ziheng Feng,Ke Wu,Bo Xu*,Haiyan Cen,Yuan Zhang,Xiangtai Jiang,Hanyu Xue,Heguang Sun,Hao Yang,Haikuan Feng,Huiling Long,Xingang Xu,Yuanyuan Fu,Changbin Liu,Xiangyuan Wan,Guijun Yang*,Utilization of synthetic minority oversampling technique and transfer learning for improving rice and wheat LAI estimation,Computers and Electronics in Agriculture,2026-03-01,243():-

[4]     Jibo Yue,Haikuan Feng*,Yiguang Fan,Yang Liu,Chunjiang Zhao*,Guijun Yang*, Maize Phenological Stage Recognition via Coordinated UAV and UGV Multi-View Sensing and Deep Learning,Artificial Intelligence in Agriculture,2026-02-10,16(1):643-657

[5]     Tuo Wang,Guijun Yang*,Xingang Xu*,Jiaqi Sun,Yang Meng,Xiaodong Yang,Haikuan Feng,Hanyu Xue,Xinlei Xu,Yuekun Song,Remote sensing estimation of rice chlorophyll content based on UAV image feature selection and PSO-optimized ensemble learning,ARTIFICIAL INTELLIGENCE IN GEOSCIENCES,2026-01-23,7(1):-

[6]     Weinan Chen,Guijun Yang*,Yang Meng,Haikuan Feng,Hongrui Wen,Aohua Tng,Jing Zhang,Hao Yang,Heli Li,Xingang Xu,Changchun Li,Zhenhong Li,Prediction of wheat stem biomass using a new unified model driven by phenological variable under remote-sensed canopy vegetation index constraints,Artificial Intelligence in Agriculture,2026-01-08,16(1):658-671

[7]     Ning Qi,Hao Yang,Jianbo Qi,Wenjuan Li,Jinpeng Cheng,Xiaodong Yang,Bo Xu,Ze Xu,Guijun Yang*,Chunjiang Zhao*,Decoupling tea-bud heap structure from non-imaging hyperspectral spectra for accurate single-bud trace biochemistry retrieval,Artificial Intelligence in Agriculture,2025-11-28,16(1):397-411

[8]     Qiang Wu,Xiaoyu Song,Jie Zhang,Yuanyuan Ma,Chunkai Zheng,Tuo Wang,Guijun Yang*,Winter Wheat Yield Estimation in the Huang-Huai-Hai Region Based on KNN-Ward Phenological Zoning and Multi-source Data,Remote Sensing,2025-11-11,17(22):-

[9]     Jinpeng Cheng,Jiao Wang,Dan Zhao,Fenghui Duan,Qiang Wu,Yongliang Lai,Jianbo Qi,Shuping Xiong, Hongbo Qiao,Xinming Ma*,Hao Yang*,Guijun Yang*,Exploring the depth of the maize canopy LAI detected by spectroscopy based on simulations and in situ measurements, Plant Phenomics,2025-09-16,7(3):-

[10]   Jingpeng Cheng,Hao Yang*,Xiaoyu Cao,Qiang Wu,Na Zhang, Zhiyu Yan,Hongbin Wang,Linsheng Huang,Xinming Ma,Shuping Xiong*,Guijun Yang*,Identification of seed maize fields from hyperspectral imagery by fusion of spectral and spatial features,Computers and Electronics in Agriculture,2025-08-25,239():-

[11]   Wenjie Zhang,Guijun yang*,Jianbo Qi,Riqiang Chen,Chengjian Zhang,Bo Xu,Baoguo Wu,Xiaohui Su,Chunjiang Zhao*,The impacts of tree shape, disease distribution and observation geometry  on the performances of disease spectral indices of apple trees,Remote Sensing of Environment,2025-08-04,329():-

[12]   Linchao Li,Bin Wang*,Chaoqun Lv,Jonas Jägermeyr,Senthold Asseng,Jing-Jia Luo,Matthew Tom Harrison,Qinsi He,Ke Liu,De Li Liu,Yi Li,Hao Feng,Guijun Yang*,Chunjiang Zhao,Kadambot H.M. Siddique,Hanqin Tian,Qiang Yu*,Global warming increases the risk of crop yield failures driven by climate oscillations,ONE EARTH,2025-06-20,8(6):-

[13]   Jing Zhang,Guijun Yang*,Meiling Gao,Lijie Zhang,Weinan Chen,Miao Liu,Youming Zhang,Zhenhong Li,Wheat yield prediction using an enhanced WOFOST with soil stratiffed  hydrothermal module driven by GLASS and ERA5-land products over  Yellow River Basin,Computers and Electronics in Agriculture,2025-06-15,237():-

[14]   Riqiang Chen,Shuping Xiong,Na Zhang,Zehua Fan,Ning Qi,Yiguang Fan,Haikuan Feng,Xinming Ma,Hao Yang*,Guijun Yang*,Jinpeng Cheng*,Fine-scale classification of horticultural crops using Sentinel-2 time-series images in Linyi country, China,Computers and Electronics in Agriculture,2025-04-28,236():-

[15]   Mohan Yang,Qiang Wu,Jianbo Qi  , Guijun Yang*,Zanpu Wang,Zhenyu Wang, Jun Zhang, Hao Yang*,Jinpeng Cheng*,Shuping Xiong,Xinming Ma, A robust two-stage framework for maize above-ground biomass prediction  integrating spectral remote sensing and allometric growth model,Computers and Electronics in Agriculture,2025-04-19,235():-

[16]   Yu Zhao,Haikuan Feng,Shaoyu Han,Chao Wang,Meichen Feng,Lujie Xiao ,Zhenhai Li,Wude Yang*,Guijun Yang*,A UAV-based hybrid approach for improving aboveground dry biomass  estimation of winter wheat,European Journal of Agronomy,2025-04-11,168():-

[17]   Heli Li*,Pingheng Li,Xingang Xu,Haikuan Feng,Bo Xu,Huiling Long,Guijun Yang*,Chunjiang Zhao,Revealing the spectral bands that make generic remote estimates of leaf  area index in wheat crop over various interference factors and  planting conditions,COMPUTERS AND ELECTRONICS IN AGRICULTURE,2025-04-10,235():-

[18]   Feng Haikuan,Fan Yiguang,Yue Jibo*,Ma Yanpeng,Liu Yang,Chen Riqiang,Fu Yuanyuan,Jin Xiuliang,Bian Mingbo,Fan Jiejie,Zhao Yu,Leng Mengdie,Yang Guijun*,Zhao Chunjiang*,Enhancing potato leaf protein content, carbon-based constituents, and leaf area index monitoring using radiative transfer model and deep learning,European Journal of Agronomy,2025-03-02,166():-

[19]   Haikuan Feng,Yiguang Fan,Jibo Yue*,Mingbo Bian,Yang Liu,Riqiang Chen,Yanpeng Ma,Jiejie Fan,Guijun Yang*,Chunjiang Zhao*,Estimation of potato above-ground biomass based on the VGC-AGB model and deep learning,Computers and Electronics in Agriculture,2025-02-17,232():-

[20]   Aohua Tang,Guijun Yang*,Zhenhong Li,Yuchun Pan,Yu Liu,Huiling Long,Weinan Chen,Jing Zhang,Yue Yang,Xiaodong Yang,Bo Xu,Estimation of SOC using VNIR and MIR hyperspectral data based on  spectral-to-image transforming and multi-channel CNN,Computers and Electronics in Agriculture,2025-01-31,231():-

[21]   Jing Zhang,Guijun Yang*,Junhua Kang,Dongli Wu,Zhenhong Lil,Weinan Chen,Meiling Gao,Yue Yang,Aohua Tang,Yang Meng,Zhihui Wang,Estimation of winter wheat yield by assimilating MODIS LAI and VIC  optimized soil moisture into the WOFOST model,European Journal of Agronomy,2025-01-04,164():-

2024年

[1]     Jibo Yue,Ting Li,Haikuan Feng*,Yuanyuan Fu,Yang Liu,Jia Tian,Hao Yang,Guijun Yang*,Enhancing field soil moisture content monitoring using laboratory-based soil spectral measurements and radiative transfer models,Agriculture Communications,2024-12-04,2():-

[2]     Jingbo Li,Hao Yang,Weinan Chen,Changchun Li,Guijun Yang*,Generating Spatiotemporal Seamless Data of  Clear-Sky Land Surface Temperature Using  Synthetic Aperture Radar, Digital Elevation Mode,  and Machine Learning over Vegetation Areas,JOURNAL OF REMOTE SENSING,2024-06-26,():-

[3]     Weinan Chen,Guijun Yang*,Yang Meng,Haikuan Feng,Heli Li,Aohua Tang,Jing Zhang,Xingang Xu,Hao Yang,Changchun Li,Zhenhong Li,Estimation of Winter Wheat Stem Biomass by a Novel Two-Component and Two-Parameter Stratified Model Using Proximal Remote Sensing and Phenological Variables,Remote Sensing,2024-11-18,16(22):-

[4]     Riqiang Chen,Hao Yang,Wenping Liu*,Miao Liu,Ning Qi,Haikuan Feng,Chengjian Zhang,Haifeng Xu,Guijun Yang*,An Orchard Mapping Index and Mapping Algorithm Coupling Orchard Phenology and Green-Holding Characteristics from Time-Series Sentinel-2 Images,Computers and Electronics in Agriculture,2024-09-09,226():-

[5]     Qiong Cao,Ze Xu,Bo Xu,Haibin Yang,Fan Wang,Longyue Chen,Chunjiang Zhao,Ping Jiang,Quan Wu,Guijun Yang*,Leaf phenotypic difference analysis and variety recognition of tea cultivars based on multispectral imaging technology,INDUSTRIAL CROPS AND PRODUCTS,2024-07-19,220():-

[6]     Qiong Cao,Chunjiang Zhao,Ze Xu,Ping Jiang,Haibin Yang,Xiangyu Meng,Guijun Yang*,Review of the application of in-situ sensing techniques to address the tea growth characteristics from leaf to field,International Journal of Agricultural and Biological Engineering,2024-05-23,17(1):1-11

[7]     Jibo Yue,Guijun Yang*,Changchun Li,Yang Liu,Wei Guo*,Xinming Ma,Qinglin Niu,Hongbo Qiao,Haikuan Feng*,Analyzing winter-wheat biochemical traits using hyperspectral remote  sensing and deep learning,Computers and Electronics in Agriculture,2024-05-20,222():-

[8]     Miao Liu,Guijun Yang*,Wenping Yuan,Zhenhong Li,Meiling Gao,Yun Yang,Huiling Long,Yang Meng,Changchun Li,Haitang Hu,Heli Li,Zhanliang Yuan,Overridingly increasing vegetation sensitivity to vapor pressure deficit over  the recent two decades in China ,Ecological Indicators,2024-04-05,161():-

[9]     杨悦,杨贵军*,龙慧灵,张静,陈伟南,高美玲,杨耘,基于遥感时序物候特征的耕地非粮化多模式监测方法,农业工程学报,2024-01-17,40(2):283-294

[10]   张静,杨贵军*,李振洪,雷蕾,刘淼,高美玲,秦岭植被生态空天地遥感监测体系与平台建设构思,中国农业信息,2024-06-01,36(3):151-164

2023年

[1]     Jingbo Li,Guijun Yang*,Hao Yang,Weimeng Xu,Haikuan Feng*,Bo Xu,Riqiang Chen,Chengjian Zhang,Han Wang,Orchard classification based on super-pixels and deep learning with sparse optical images,Computers and Electronics in Agriculture,2023-11-10,215():-

[2]     Bo Xu,Xiangyuan Wan,Hao Yang,Haikuan Feng,Yuanyuan Fu,Haiyan  Cen,Binbin Wang,Zhoufeng Zhang,Siyuan Li,Chunjiang Zhao*,Guijun Yang*,TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM ,COMPUTERS AND ELECTRONICS IN AGRICULTURE,2023-09-25,212():-

[3]     Yu Zhao,Shaoyu Han,Jie Zheng,Hanyu Xue,Zhenhai Li,Yang Meng,Xuguang Li,Xiaodong Yang,Zhenhong Li,Shuhong Cai,Guijun Yang*,ChinaWheatYield30m: a 30 m annual winter wheat yield dataset from 2016 to 2021 in China,EARTH SYSTEM SCIENCE DATA,2023-09-13,15(9):4047-4063

[4]     Qiong Cao,Chunjiang Zhao,Bingnan Bai,Jie Cai ,Longyue Chen,Fan Wang,Bo Xu,Dandan Duan*,Ping Jiang,Xiangyu Meng,Guijun Yang*,Oolong tea cultivars categorization and germination period classification based on multispectral information,Frontiers in Plant Science,2023-08-31,14():-

[5]     Ziheng Feng,Xinyao Ding,Haiyan Zhang,Li He,Jianzhao Duan,Xinming Ma,Chunjiang Zhao,Guijun Yang*,Wei Feng*,Spectroscopic detection of wheat yellow mosaic virus infection based on  invariant shape spectral processing and machine learning,Ecological Indicators,2023-08-02,154():-

[6]     Ning Qi,Hao Yang,Guowen Shao,Riqiang Chen,Baoguo Wu,Bo Xu,Haikuan Feng,Guijun Yang*,Chunjiang Zhao*,Mapping tea plantations using multitemporal spectral features by  harmonised Sentinel-2 and Landsat images in Yingde, China,Computers and Electronics in Agriculture,2023-07-31,212():-

[7]     Wenjie Zhang,Baoguo Wu*,Yi Ren,Guijun Yang*,Regionally Compatible Individual Tree Growth Model under  the Combined Influence of Environment and Competition,Plants,2023-07-19,12(14):-

[8]     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,Computers and Electronics in Agriculture,2023-07-06,211():-

[9]     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,International Journal of Applied Earth Observation and Geoinformation,2023-05-26,121():-

[10]  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,International Journal of Applied Earth Observation and Geoinformation,2023-05-21,120():-

[11]  Jibo Yue,Hao Yang,Guijun Yang*,Yuanyuan Fu*,Han Wang,Chengquan Zhou,Estimating vertically growing crop above-ground biomass based on UAV  remote sensing,Computers and Electronics in Agriculture,2023-02-21,205():-

[12]  Heli Li*,Guijun Yang*,Huiling Long ,Haikuan Feng,Bo Xu,Chunjiang Zhao,Estimating characteristic coefficient of vertical leaf nitrogen profile within wheat canopy from spectral reflectance,Computers and Electronics in Agriculture,2023-02-19,206():-

[13]  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 ,Computers and Electronics in Agriculture,2022-09-24,202():-

[14]  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 Sensing,2022-08-03,14(15):-

[15]  Fan Wang*,Chunjiang Zhao,Hao Yang,Hongzhe Jiang,Hong Li,Guijun Yang*,Non-destructive and in-site estimation of apple quality and maturity by hyperspectral imaging,Computers and Electronics in Agriculture,2022-07-08,195():-

[16]  刘淼,邱春霞,杨贵军*,杨浩,蔡淑红,朱耀辉,基于日气温特征值与冷/热积量模型耦合的苹果始花期预报模型,中国农业气象,2022-04-20,43(4):295-307

    详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

  1、农业无人机遥感与应用，科学出版社，2024

  2、作物氮素定量遥感与应用，科学出版社，2019

  3、农业定量遥感技术与应用，华中科技大学出版社，2025

       详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

    详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

      详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/

 详细信息请访问团队网站：https://ygjuny.github.io/YangLab.github.io/