刘亦巍 Liu Yiwei

硕士

流域水文异常检测机器学习

简介

2026年6月硕士毕业，学位论文为《结合多源数据的高寒山区流域径流模式异常检测及其归因》。

将小波分析用于径流异常模式识别，改进机器学习径流模拟，第一作者论文发表于《Journal of Hydrology》（2025）。另合著青藏高原河冰机器学习识别（2025）和高原中部融雪贡献海拔差异（2026）论文。

Zixiang Li, Hongyi Li*, Weixin Xu*, Yaru Yang, Rui He, Yiwei Liu, Yuanbao Feng, Na Dai. (2026). Abrupt shift in elevation-dependent snowmelt contribution in the Central Tibetan Plateau. Journal of Hydrology: Regional Studies, 66, 103634. DOI
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
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