庞鑫

庞鑫 Pang Xin

硕士(联合培养)
河冰遥感机器学习高寒山区

简介

2025年6月硕士毕业(联合培养),学位论文为《中国西部典型河冰遥感提取方法研究》。

以机器学习方法识别青藏高原复杂地形中的河冰,第一作者论文发表于《Remote Sensing》(2025)。另合著径流异常模式识别论文(2025)和河冰遥感书籍章节(2026)。

论文与著作

  1. Li, H., Li, H., Zhang, H. and Pang, X. (2026) Remote sensing of river ice under climate change. In: Kelly, R. and Ellias, S. (eds.) Comprehensive Cryospheric Science and Environmental Change. Vol. 3, pp. 298-334. UK: Elsevier. DOI

  2. Yiwei Liu, Hongyi Li*, Yaru Yang, Xin Pang, Liting Niu. (2025). Enhancing machine learning runoff simulation via wavelet-based abnormality pattern recognition. Journal of Hydrology, 661, 133729. DOI

  3. Pang, Xin, Li, Hongyi*, Ren, Hongrui, Yang, Yaru, Zhao, Qin, Liu, Yiwei, Hao, Xiaohua, Niu, Liting. (2025). Machine Learning-Enhanced River Ice Identification in the Complex Tibetan Plateau. Remote Sensing, 17(11), 1889. DOI