办公地点：10号教学楼723
博/硕导：硕士生导师
硕士生招生方向：地图学与地理信息系统、遥感科学与技术、资源与环境、农村发展
邮箱：guoyh@ccnu.edu.cn
基本信息总结性描述：
郭亚会，博士，副教授，硕士生导师。2023年6月获北京师范大学环境科学博士学位。主持国家自然科学基金1项，湖北省自然科学基金1项，入选澳门青年学者计划（2025）。参与国家自然科学基金杰出青年基金、区域联合基金、重点基金、国家重点研发计划课题、社科重大子课题、湖北省创新群体项目等多个项目。发表SCI论文50余篇，第一作者/通讯作者发表24篇，含中科院一区7篇，ESI高被引论文3篇，ESI热点论文1篇。谷歌引用2600余次。授权国家发明专利2项件，登记软件著作权3项。担任Journal of Plant Ecology、Plant Phenomics、Information Processing in Agriculture等国际知名SCI期刊的编委。审稿ISPRS Journal of Photogrammetry and Remote Sensing, Journal of Cleaner Production, International Journal of Applied Earth Observation and Geoinformation, Computers and Electronics in Agriculture, Precision Agriculture, GIScience & Remote Sensing, Journal of Hazardous Materials, International Journal of Digital Earth等期刊。入选中国农学会农业信息分会委员、中国仿真学会农业建模与仿真专业委员会委员、中国农学会监测预警分会理事、中国农学会青年工作委员会委员。欢迎地理信息科学、遥感科学与技术、环境科学、生态学及农村发展等相关专业背景的学生联系咨询报考。
一、工作经历
(1)2023年6月-至今，华中师范大学城市与环境科学学院、副教授（三级）
二、主持的科研项目
主持 国家自然科学基金青年项目（42501495），2026-2028
主持 湖北省自然科学基金青年项目（2024AFB321），2024-2026
主持 澳门青年学者计划（AM2025001），2026-2027
主持 中央高校基本业务费（31101232040， 30106240123，CCNU25HD050，CCNU25ai033，XJ2026000501），2024-2026
主持 智慧农场技术与系统全国重点实验室开放课题，2024-2025
主持 生态环境部重金属污染监测重点实验室开放基金，2024-2025
主持 地理过程分析与模拟湖北省重点实验室度开放课题，2024-2025
主持 农业农村部黄淮海智慧农业技术重点实验室开放课题，2025-2026
主持 云南省咖啡重点实验室开放课题项目，2026-2027
主持 本科生院“数智化赋能教与学”专项教学改革项目，2024-2025
主持 研究生院“数智化赋能研究生人才培养”（AI+研究生人才培养），2024-2025
主持 华中师范大学2024年度统一战线专项调研项目（CCNU24TZ005），2024-2025
主持 地理过程分析与模拟湖北省重点实验室开放基金项目（ZDSYS202401），2024-2026
三、参与的科研项目
参与 国家重点研发计划（2023YFC3207804），2023-2027
参与 国家社会科学基金重大项目（23&ZD105），2023-2027
参与 湖北省自然科学基金创新群体项目（2024AFA032），2024-2026
骨干 国家自然科学基金杰出青年基金（42025101），2021-2025
骨干 国家自然科学基金区域联合基金（U21A2039），2022-2025
骨干 国家自然科学基金重点基金（42330515），2024-2028
四、发表的科研论文
[1] Yahui Guo, Yi Xiao, Fanghua Hao, Xuan Zhang, Jiahao Chen, Kirsten de Beurs, Yuhong He, and Yongshuo H. Fu. "Comparison of different machine learning algorithms for predicting maize grain yield using UAV-based hyperspectral images." International Journal of Applied Earth Observation and Geoinformation 124 (2023): 103528.（ESI高被引论文，ESI热点论文，中科院一区，第一作者）
[2] Yahui Guo, Yongshuo Fu, Fanghua Hao, Xuan Zhang, Wenxiang Wu, Xiuliang Jin, Christopher Robin Bryant, and J. Senthilnath. "Integrated phenology and climate in rice yields prediction using machine learning methods." Ecological Indicators 120 (2021): 106935.(中科院一区，ESI高被引论文，第一作者）
[3] Yahui Guo, Shouzhi Chen, Xinxi Li, Mario Cunha, Senthilnath Jayavelu, Davide Cammarano, and Yongshuo Fu. "Machine learning-based approaches for predicting SPAD values of maize using multi-spectral images." Remote sensing 14, no. 6 (2022): 1337.(ESI高被引论文，第一作者）
[4] Yahui Guo, Yi Xiao, MingWei Li, Fanghua Hao, Xuan Zhang, Hongyong Sun, Kirsten de Beurs, Yongshuo H. Fu, and Yuhong He. "Identifying crop phenology using maize height constructed from multi-sources images." International Journal of Applied Earth Observation and Geoinformation 115 (2022): 103121.（中科院一区，第一作者）
[5] Yahui Guo, Yongshuo H. Fu, Shouzhi Chen, Christopher Robin Bryant, Xinxi Li, J. Senthilnath, Hongyong Sun, Shuxin Wang, Zhaofei Wu, and Kirsten de Beurs. "Integrating spectral and textural information for identifying the tasseling date of summer maize using UAV based RGB images." International Journal of Applied Earth Observation and Geoinformation 102 (2021): 102435.（中科院一区，第一作者）
[6] Yahui Guo, Fanghua Hao, Xuan Zhang, Yuhong He, and Yongshuo H. Fu. "Improving maize yield estimation by assimilating UAV-based LAI into WOFOST model." Field Crops Research 315 (2024): 109477.（中科院一区，第一作者）
[7] Yahui Guo, Yongshuo H. Fu, Shouzhi Chen, Fanghua Hao, Xuan Zhang, Kirsten de Beurs, and Yuhong He. "Predicting grain yield of maize using a new multispectral-based canopy volumetric vegetation index." Ecological Indicators 166 (2024): 112295.（中科院一区，第一作者）
[8] Yahui Guo, Shouzhi Chen, Zhaofei Wu, Shuxin Wang, Christopher Robin Bryant, Jayavelu Senthilnath,Mario Cunhaand Yongshuo H. Fu. "Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform" Remote Sensing 13, no. 9 (2021): 1795.（中科院二区top，第一作者）
[9] Yahui Guo, Wei Zhou, Yongshuo H Fu, Fanghua Hao, Xuan Zhang, Le Xu, Ji Liu, Yuhong He."SegNeXt-RCMSCA: An improved SegNeXt network for detecting winter wheat lodging from UAS RGB images."Smart Agriculture Technology 12 (2025) 101230（中科院二区，第一作者）
[10] Yahui Guo, Yaxin Zhang, Wei Zhou, Xiaoyan Kang, He Zhu, Ruina Zhao, Wenxiang Wu, Changping Huang, Hao Wu."Integrating hyper-spectral data and machine learning to monitor cotton Verticillium wilt".Smart Agriculture Technology 13（2026）101821（中科院二区，第一作者）
[11] Rongchang Yang, Yahui Guo, Jiangwen Nie, Wei Zhou, Ruichen Ma, Bo Yang, Jinhe Shi,Jing Geng, Wenxiang Wu, Ji Liu, W. M. W. W. Kandegama and Mario Cunha."Modeling Impacts of Climate Change and Adaptation Measures on Rice Growth in Hainan, China".sustainability 18（2026）115（中科院三区，第一作者）
[12] Yahui Guo, Shouzhi Chen, Yongshuo H. Fu, Yi Xiao, Wenxiang Wu, Hanxi Wang, and Kirsten de Beurs. "Comparison of multi-methods for identifying maize phenology using phenocams." Remote Sensing 14, no. 2 (2022): 244.（中科院二区top，第一作者）
[13] Yahui Guo, Xuan Zhang, Shouzhi Chen, Hanxi Wang, Senthilnath Jayavelu, Davide Cammarano, and Yongshuo Fu. "Integrated UAV-Based Multi-Source Data for Predicting Maize Grain Yield Using Machine Learning Approaches." Remote Sensing 14, no. 24 (2022): 6290.中科院二区top，第一作者）
[14] Yahui Guo, Hanxi Wang, Zhaofei Wu, Shuxin Wang, Hongyong Sun, J. Senthilnath, Jingzhe Wang, Christopher Robin Bryant, and Yongshuo Fu. "Modified red blue vegetation index for chlorophyll estimation and yield prediction of maize from visible images captured by UAV." Sensors 20, no. 18 (2020): 5055.（中科院二区top，第一作者）
[15] Yahui Guo, Guodong Yin, Hongyong Sun, Hanxi Wang, Shouzhi Chen, J. Senthilnath, Jingzhe Wang, and Yongshuo Fu. "Scaling effects on chlorophyll content estimations with RGB camera mounted on a UAV platform using machine-learning methods." Sensors 20, no. 18 (2020): 5130.（中科院二区top，第一作者）
[16] Yahui Guo, Jing Zeng, Wenxiang Wu, Shunqiang Hu, Guangxu Liu, Linsheng Wu, and Christopher Robin Bryant. "Spatial and temporal changes in vegetation in the Ruoergai Region, China." Forests 12, no. 1 (2021): 76.（中科院二区，第一作者）
[17] Yahui Guo, Wenxiang Wu, Yumei Liu, Zhaofei Wu, Xiaojun Geng, Yaru Zhang, Christopher Robin Bryant, and Yongshuo Fu. "Impacts of climate and phenology on the yields of early mature rice in China." Sustainability 12, no. 23 (2020): 10133.（中科院三区，第一作者）
[18] Yahui Guo, J. Senthilnath, Wenxiang Wu, Xueqin Zhang, Zhaoqi Zeng, and Han Huang. "Radiometric calibration for multispectral camera of different imaging conditions mounted on a UAV platform." Sustainability 11, no. 4 (2019): 978.（中科院三区，第一作者）
[19] Yahui Guo, Wenxiang Wu, Mingzhu Du, Christopher Robin Bryant, Yong Li, Yuyi Wang, and Han Huang. "Assessing potential climate change impacts and adaptive measures on rice yields: The case of zhejiang province in China." Sustainability 11, no. 8 (2019): 2372.（中科院四区，第一作者）
[20] Yahui Guo, Wenxiang Wu, and Christopher Robin Bryant. "Quantifying spatio-temporal patterns of rice yield gaps in double-cropping systems: A case study in pearl river delta, China." Sustainability 11, no. 5 (2019): 1394.（中科院三区，第一作者）
[21] Yahui Guo, Wenxiang Wu, Mingzhu Du, Xiaoxuan Liu, Jingzhe Wang, and Christopher Robin Bryant. "Modeling climate change impacts on rice growth and yield under global warming of 1.5 and 2.0 C in the Pearl River Delta, China." Atmosphere 10, no. 10 (2019): 567.（中科院三区，第一作者）
[22] Yahui Guo, Shunqiang Hu, Wenxiang Wu, Yuyi Wang, and J. Senthilnath. "Multitemporal time series analysis using machine learning models for ground deformation in the Erhai region, China." Environmental monitoring and assessment 192, no. 7 (2020): 464.（中科院四区，第一作者）
[23]Xiao, Yi, Yahui Guo, Guodong Yin, Xuan Zhang, Yu Shi, Fanghua Hao, and Yongshuo Fu. "UAV multispectral image-based urban river water quality monitoring using stacked ensemble machine learning algorithms—A case study of the Zhanghe river, China." Remote Sensing 14, no. 14 (2022): 3272.（中科院二区top，共同一作）
[24]Wang, Yuyi, Yahui Guo, Shunqiang Hu, Yong Li, Jingzhe Wang, Xuesong Liu, and Le Wang. "Ground deformation analysis using InSAR and backpropagation prediction with influencing factors in Erhai Region, China." Sustainability 11, no. 10 (2019): 2853.（中科院三区，通讯作者）
[25] Fu, Yongshuo, Xinxi Li, Xuancheng Zhou, Xiaojun Geng, Yahui Guo, and Yaru Zhang. "Progress in plant phenology modeling under global climate change." Science China Earth Sciences 63, no. 9 (2020): 1237–1247.
[26] Yongshuo H. Fu, Xuancheng Zhou,Xinxi Li,Yaru Zhang,Xiaojun Geng,Fanghua Hao,Xuan Zhang,Heikki Hanninen,Yahui Guo,Hans J. De Boeck. "Decreasing control of precipitation on grassland spring Phenology in temperate China".Global Ecology and Biogeography 30 (2021):490-499.
[27] Xie, Junyang, Mengyao Zhang, Hao Wu, Anqi Lin, Marcos Adami, Abdul Rashid Mohamed Shariff, and Yahui Guo. "S2-IFNet: A spatial-semantic information fusion network integrated with boundary feature enhancement for forest land extraction from Sentinel-2 data." International Journal of Applied Earth Observation and Geoinformation 139 (2025): 104505.
[28] Cui, Yongsheng, Chengzhong Pan, Chunlei Liu, Mingjie Luo, and Yahui Guo. "Spatiotemporal variation and tendency analysis on rainfall erosivity in the Loess Plateau of China." Hydrology Research 51, no. 5 (2020): 1048–1062.
[29] Zeng, Zhaoqi, Wenxiang Wu, Yamei Li, Yang Zhou, Zhengtao Zhang, Shuilong Zhang, Yahui Guo, Han Huang, and Zhaolei Li. "Spatiotemporal Variations in Drought and Wetness from 1965 to 2017 in China." Water 12, no. 8 (2020): 2097.
[30] Jiahao Chen, Yongshuo Fu, Yahui Guo, Yue Xu, Xuan Zhang, and Fanghua Hao. "An improved deep learning approach for detection of maize tassels using UAV-based RGB images." International Journal of Applied Earth Observation and Geoinformation 130 (2024): 103922.
[31] Shouzhi Chen, Yongshuo H. Fu, Zhaofei Wu, Fanghua Hao, Zengchao Hao, Yahui Guo, Xiaojun Geng, Xiaoyan Li, Xuan Zhang, Jing Tang, Vijay P. Singh, and Xuesong Zhang. "Informing the SWAT model with remote sensing detected vegetation phenology for improved modeling of ecohydrological processes." Journal of Hydrology 616 (2023): 128817.
[32] Jiahao Chen, Yi Xiao, Yahui Guo, Mingwei Li, Xiran Li, Xuan Zhang, Fanghua Hao, Xiao Pu, and Yongshuo Fu. "Detecting sun glint in UAV RGB images at different times using a deep learning algorithm." Ecological Informatics 81 (2024): 102660.
[33] Yang Song, Yahui Guo, Shijie Li, Wangyipu Li, and Xiuliang Jin. "Elevated CO₂ concentrations contribute to a closer relationship between vegetation growth and water availability in the Northern Hemisphere mid-latitudes." Environmental Research Letters 19 (2024): 084013.
[34] Junyuan Fei, Xuan Zhang, Chong Li, Fanghua Hao, Yahui Guo, and Yongshuo Fu. "A deep data fusion-based reconstruction of water index time series for intermittent rivers and ephemeral streams monitoring." ISPRS Journal of Photogrammetry and Remote Sensing 220 (2025): 339–353.
[35] Zhaoqi Zeng, Wenxiang Wu, Zhaolei Li, Yang Zhou, Yahui Guo, and Han Huang. "Agricultural Drought Risk Assessment in Southwest China." Water 11, no. 5 (2019): 1064.
[36] Da-Wei Zuo, and YaHui Guo. "Characteristics of localized waves of multi-coupled nonlinear Schrödinger equation." Optical and Quantum Electronics 56 (2024): 208.
[37] Xiangchen Meng, Jie Cheng, Hao Guo, Yahui Guo, and Beibei Yao. "Accuracy Evaluation of the Landsat 9 Land Surface Temperature Product." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 (2022): 8694–8707.
[38] Yaru Zhang, Jing Zhang, Jianyang Xia, Yahui Guo, and Yongshuo H. Fu. "Effects of Vegetation Phenology on Ecosystem Water Use Efficiency in a Semiarid Region of Northern China." Frontiers in Plant Science 13 (2022): 945582.
[39] Yunhua Mo, Xiran Li, Yahui Guo, and Yongshuo Fu. "Warming increases the differences among spring phenology models under future climate change." Frontiers in Plant Science 14 (2023): 1266801.
[40] Hui Li, Shuxin Li, Xu Zhang, Pei Tong, and Yahui Guo. "Dynamic Signal priority of the self-driving bus at an isolated intersection considering private vehicles." Scientific Reports 13 (2023): 17482.
[41] Xiangchen Meng, Jie Cheng, Beibei Yao, and Yahui Guo. "Validation of the ECOSTRESS Land Surface Temperature Product Using Ground Measurements." IEEE Geoscience and Remote Sensing Letters 19 (2022): 3005305.
[42] Ya-Hui Guo, and Da-Wei Zuo. "Coexistence of the breather and the rogue waves for a coupled nonlinear Schrödinger equation." Pramana – Journal of Physics 97 (2023): 192.
[43] Yaru Zhang, Yahui Guo, Shuxin Wang, Wenxiang Wu, and Yongshuo H. Fu. "Substantial increase of heat requirement for maturity of early rice due to extension of reproductive rather vegetative growth period in China." Theoretical and Applied Climatology 155 (2024): 1625–1635.
[44] Ji Liu, Hai Wang, Josep Peñuelas, Juan Mou, Manuel Delgado-Baquerizo, Jordi Sardans, Fernando Coello, Zhi Quan, Tianyi Qiu, Yanyan Li, Yahui Guo, Ziying Hu, Yanrui Ying, Jingyi Lv, Yufeng Zhang, Wenfeng Tan, Guiyao Zhou, Lu-Jun Li, and Linchuan Fang. "Global-scale prevalence of low nutrient use efficiency across major crops." Nature Communications 16 (2025): 11036.
[45] Mingjie Luo, Chengzhong Pan, Yongsheng Cui, Yahui Guo, and Yun Wu. "Effects of Different Aboveground Structural Parts of Grass Strips on the Sediment-Trapping Process." Sustainability 13, no. 14 (2021): 7591.
[46] Yaru Zhang, Yongshuo Fu, Xiaojun Geng, Shouzhi Chen, Yahui Guo, Zhaofei Wu, and Hans J. De Boeck. "Climate Warming Increased Spring Leaf-Out Variation Across Temperate Trees in China." Frontiers in Forests and Global Change 4 (2021): 806719.
[47] Jingzhe Wang, Jianli Ding, Danlin Yu, Xuankai Ma, Zipeng Zhang, Xiangyu Ge, Dexiong Teng, Xiaohang Li, Jing Liang, Ivan Lizaga, Xiangyue Chen, Lin Yuan, and Yahui Guo. "Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China." Geoderma 353 (2019): 172–187.
[48] Yi Xiao, Jiahao Chen, Yue Xu, Shihui Guo, Xingyu Nie, Yahui Guo, Xiran Li, Fanghua Hao, and Yongshuo H. Fu. "Monitoring of chlorophyll-a and suspended sediment concentrations in optically complex inland rivers using multisource remote sensing measurements." Ecological Indicators 155 (2023): 111041.（
[49] Haijiao Ma, Jianliang Wang, Tao Liu, Yahui Guo, Yang Zhou, Tianle Yang, Weijun Zhang, and Chengming Sun. "Time series global sensitivity analysis of genetic parameters of CERES-maize model under water stresses at different growth stages." Agricultural Water Management 275 (2023): 108027.
[50] Xiaojun Geng, Yongshuo H. Fu, Shilong Piao, Fanghua Hao, Hans J. De Boeck, Xuan Zhang, Shouzhi Chen, Yahui Guo, Janet S. Prevéy, Yann Vitasse, Josep Peñuelas, Ivan A. Janssens, and Nils Chr. Stenseth. "Higher temperature sensitivity of flowering than leaf-out alters the time between phenophases across temperate tree species." Global Ecology and Biogeography 31, no. 5 (2022): 901–911.
[51]王姝心, 郭亚会, 付永硕, & 刘玉梅. (2021). 夏玉米和亚洲玉米螟物候同步性研究. 中国科学: 生命科学, 51(4), 462-471.（中文核心，共同一作）
[52]马瑞晨,杨镕畅,张雅馨,张璇,郭亚会,吴浩,郝芳华（2025）.1981-2010年湖北省水稻物候期和产量变化分析。中国农业信息:37(03):1-16.（中文核心，第一作者）
[53]郭亚会，周伟，李松泽，马瑞晨，高敬丹，张璇，郝芳华.（2025）.基于无人机高光谱影像与机器学习算法的汤逊湖水质参数反演研究.宁波大学学报(理工版)：38(05):20-30.（中文核心，第一作者）
[54]张欣, 朱洁, 周岩, 孙高虎, & 郭亚会. (2023). 全球气候变化下麦兹巴赫冰湖面积变化归因分析及对冰湖溃决洪灾预防的启示——基于 GEE 平台遥感云计算方法. 新疆地质41(S1):106
[55]肖燚、郭亚会、李明蔚、付永硕、孙峰.(2022)基于机器学习的地下水水质预测研究.北京师范大学学报(自然科学版)58(2):261-268
[56]郭亚会(2016).近20年淄博市土地利用变化动态监测与分析.首都师范大学学报(自然科学版).37(05):86-90
[57]付永硕，李昕熹，周轩成、耿晓军、郭亚会、张雅茹.(2020)全球变化背景下的植物物候模型研究进展与展望.中国科学：地球科学50(09)：1206-1218
五、专利成果
（1）付永硕、郝芳华、郭亚会、陈嘉浩、肖燚、张璇、李溪然；一种水体耀斑检测方法和系统；专利号：ZL202310077797.4(已授权)，授权公告日：2023年09月05日
六、软件著作权
（1）付永硕、郭亚会、陈嘉浩、肖燚；无人机水体耀斑检测软件(耀斑检测)；登记号：2023SR1030564
（2）郭亚会、冯瑶、李松泽；小麦生长季曲线生成系统；登记号：2024SR0457037
（3）郭亚会、周伟、陈果；水稻物候提取系统；登记号：2025SR2241033
七、指导学生的项目
（1）十九届“挑战杯”全国大学生课外学术科技作品竞赛2025年度中国青年科技创新“揭榜挂帅”荣获特等奖（周伟、邓汝悦、林品辉、陈果、刘锦祎、刘昊、李欣颖、邓莎）
（2）2024易智瑞杯中国大学生GIS软件开发竞赛遥感应用组荣获“优秀指导老师奖”（肖雪芹、于梦晗）
（3）2025学校大创，小麦倒伏监测评估-基于无人机遥感与人工智能算法的监测研究
（4）2026学校大创，基于空天地遥感影像与机器学习算法的汤逊湖水质参数反演研究
八、联系方式
邮箱：guoyh@ccnu.edu.cn
通讯地址：湖北省武汉市洪山区华中师范大学10号楼723#
邮编：430079
