累计发表论文20余篇，主编专著1部，授权发明专利1项。

SCI/EI期刊论文：

（1）Tianxiang Zhang, Zhiyong Xu, Jinya Su, Zhifang Yang, Cunjia Liu, Wen-Hua Chen, Jiangyun Li*. Ir-UNet: Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery. Remote Sensing, 2021, 13(19): 3892.

（2）Tianxiang Zhang, Zhifang Yang, Zhiyong Xu, Jiangyun Li*. Wheat Yellow Rust Severity Detection by Efficient DF-UNet and UAV Multispectral Imagery. IEEE Sensors Journal, 2022, 22(9): 9057-9068.

（3）Tianxiang Zhang, Jinya Su*, Cunjia Liu, Wen-Hua Chen. State and parameter estimation of the AquaCrop model for winter wheat using sensitivity-informed particle filter. Computers and Electronics in Agriculture, 2021, 180: 105909.

（4）Tianxiang Zhang, Jinya Su*, Cunjia Liu, Wen-Hua Chen. Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images. Computers and Electronics in Agriculture, 2019, 167:105052.

（5）Tianxiang Zhang, Jinya Su*, Cunjia Liu, Wen-Hua Chen. Potential bands of sentinel-2A satellite for classification problems in precision agriculture. International Journal of Automation and Computing, 2019, 16(1), 16-26.

（6）Tianxiang Zhang, Jinya Su, Zhiyong Xu, Yulin Luo, Jiangyun Li*. Sentinel-2 satellite imagery for urban land cover classification by optimized random forest classifier. Applied Sciences, 2021, 11(2): 543.

（7）Tianxiang Zhang, Wenxuan Wang, Jing Wang, Yuanxiu Cai, Jiangyun Li*. Hyper-LGNet: Coupling Local and Global Features for Hyperspectral Image Classification. Remote Sensing, 2022, 14(20): 5251.

（8）Tianxiang Zhang, Yuanxiu Cai, Peixian Zhuang, Jiangyun Li*. Remotely Sensed Crop Disease Monitoring by Machine Learning Algorithms: A Review. Unmanned System, 2024, 12(1): 1-11.

（9）Zhifang Yang, Liya Zhang, Bonan Hao, Biao Li, Tianxiang Zhang *. DFTNet: Dual Flow Transformer Network for Conveyor Belt Edge Detection. Unmanned System.

（10）Zhiyong Xu, Weicun Zhang, Tianxiang Zhang, Jiangyun Li*. HRCNet: High-Resolution Context Extraction Network for Semantic Segmentation of Remote Sensing Images. Remote Sensing, 2021, 13(1):71.

专利成果：

（1）一种风力发电机叶片早期缺陷预测方法及系统 已授权/已转化 排名第一

专著成果：

（3）Machine Learning in Remote Sensing Image Analysis   主编  66万字  冶金工业出版社