何明霞  讲师

中国地质大学（北京）  水文地质学专业  博士

联系方式：mingxia_he0105@163.com

主要研究方向：

水文遥感、机器学习/深度学习在环境及水文学的应用

主要承担课程：

暂无

主要社会兼职：

1. Ecological Indicators 期刊审稿专家

2. Journal of Environmental Management 期刊审稿专家

主要荣誉：

暂无

主要获奖：

暂无

代表性论著（*通讯作者）：限5篇

1. Mingxia He, Jie Niu*, Dongdong Liu, Yong Fu, Qixin Wu, Shaoqi Zhou, Pan Wu, Chuanhao Wu, Bill X. Hu*, Revealing distribution patterns of river obstructions in China via deep-learning and satellite imagery, Journal of Hydrology, 2025, 660: 133299.

2. Mingxia He, Jie Niu*, William J. Riley, Chaopeng Shen, Yi Zheng, Dongwei Gui, Han Qiu, Mengyu Xie, John M. Melack, Liwei Sun, Dongdong Liu, Yong Fu, Qixin Wu, Shaoqi Zhou, Pan Wu, Bill X. Hu*. Deep learning and remote-sensed observations reveal global underestimation of river obstructions. Water Resources Research, 2025, 61, e2024WR039692.

3. Mingxia He, Jie Niu*, Dongdong Liu, Chuanhao Wu, Pan Wu, Bill X. Hu*. Quantifying the impact of dam-related barriers on river fragmentation and water quality across China. Journal of Hydrology, 2025, 664: 134541.

4. Mingxia He, Jie Niu*, Dongdong Liu, Pan Wu, Bill X. Hu*. Remote sensing in river obstruction research: A bibliometric analysis integrated with large language model. Journal of Hydrology: Regional Studies, 2025, 62: 102850.

5. Jie Niu, Ziyang Feng, Mingxia He*, Mengyu Xie, Yanqun Lv, Juan Zhang, Liwei Sun, Qi Liu, Bill X. Hu. Incorporating marine particulate carbon into machine learning for accurate estimation of coastal chlorophyll-a. Marine Pollution Bulletin, 2023, 115089.

主要科研项目：

1. 白洋淀生态补水对河岸带地下水影响的多元环境同位素研究，国家自然科学基金面上项目，参与

2. 基于深度学习和水文过程模型的珠江三角洲滨海流域海水入侵问题研究，国家自然科学基金面上项目，参与

科技服务：

暂无