杨高翔，男，1996年6月生，汉族，中共党员，农学博士

研究领域：智慧农业、卫星遥感、作物制图等

邮箱：ygx@henau.edu.cn

教育经历：

2013.09 - 2017.06 湖北大学 地理信息科学 学士学位

2018.09 - 2020.06 南京农业大学 农业信息学 硕士（转博）

2020.09 - 2024.12 南京农业大学 农业信息学 博士学位

工作经历：

2025.03 - 至今：河南农业大学农学院

主要发表论文：

Yang, G., Li, X., Xiong, Y., He, M., Zhang, L., Jiang, C., Yao, X., Zhu, Y., Cao, W., & Cheng, T. (2025). Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets. ISPRS Journal of Photogrammetry and Remote Sensing, 225, 163-179.

Yang, G., Li, X., Xiong, Y., He, M., Wang, X., Yao, X., Zhu, Y., Cao, W., & Cheng, T. (2024). Winter wheat mapping without ground labels via automated knowledge transfer across regions and years. Computers and Electronics in Agriculture, 227, 109536.

Yang, G., Li, X., Liu, P., Yao, X., Zhu, Y., Cao, W., & Cheng, T. (2023). Automated in-season mapping of winter wheat in China with training data generation and model transfer. ISPRS Journal of Photogrammetry and Remote Sensing, 202, 422-438.

Yang, G., Yu, W., Yao, X., Zheng, H., Cao, Q., Zhu, Y., Cao, W., & Cheng, T. (2021). AGTOC: A novel approach to winter wheat mapping by automatic generation of training samples and one-class classification on Google Earth Engine. International Journal of Applied Earth Observation and Geoinformation, 102, 102446.

Cui, Y., Zhao, C., Qu, X., Ma, K., Pan, Y., Yang, G., Sun, Q., & Gu, X. (2024). Mapping land-cover dynamics in arid regions using spectral mixture analysis and representative training samples. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-13.

Yu, W., Yang, G., Li, D., Zheng, H., Yao, X., Zhu, Y., Cao, W., Qiu, L., & Cheng, T. (2023). Improved prediction of rice yield at field and county levels by synergistic use of SAR, optical and meteorological data. Agricultural and Forest Meteorology, 342, 109729.

Cui, Y., Yang, G., Zhou, Y., Zhao, C., Pan, Y., Sun, Q., & Gu, X. (2023). AGTML: A novel approach to land cover classification by integrating automatic generation of training samples and machine learning algorithms on Google Earth Engine. Ecological Indicators, 154, 110904.

Zhang, X., Yang, G., Xu, X., Yao, X., Zheng, H., Zhu, Y., Cao, W., & Cheng, T. (2021). An assessment of Planet satellite imagery for county-wide mapping of rice planting areas in Jiangsu Province, China with one-class classification approaches. International Journal of Remote Sensing, 42, 7610-7635.

Cheng, T., Ji, X., Yang, G., Zheng, H., Ma, J., Yao, X., Zhu, Y., & Cao, W. (2020). DESTIN: A new method for delineating the boundaries of crop fields by fusing spatial and temporal information from WorldView and Planet satellite imagery. Computers and Electronics in Agriculture, 178, 105787.