马凯，男，博士。主要从事国际河流水文水资源系统变化与跨境水安全研究。通过深度学习、遥感、水文模型等技术，开展多尺度水文过程及其驱动机制、洪旱影响及演变机制、水利益共享及水安全调控等方面的研究工作。研究成果以第一或通讯作者身份在Water Resources Research、Journal of Hydrology、Hydrology and Earth System Sciences等期刊发表论文十余篇。研究成果荣获高被引“Top cited Article”、WRR期刊“Editors’Choice Award”等荣誉。

教育及工作经历：

2022至2025，云南大学，国际河流与生态安全研究院，博士后

2019-11至2021-1，美国宾夕法尼亚州立大学（The Pennsylvania State University），国家留学基金委（CSC）资助，联合培养

2017-07至2018-09，中国水利水电科学研究院，水生态环境研究所，联合培养

2015-09至2021-09，四川大学，水文学与水资源，博士（硕博连读）

2011-09至2015-06，西北农林科技大学，水利与建筑工程学院，学士

主要科研成果：

(1)Ma, K.,Feng, D., Lawson, K., Tsai, W., Liang, C., Huang, X., Sharma, A., Shen, C.^*(2021). Transferring hydrologic data across continents -- leveraging data-rich regions to improve hydrologic prediction in data - sparse regions. Water Resources Research. 57(5),e2020WR028600.(Editors’Choice Award)

(2)Ma, K.,He, D.^*, Liu, S., Ji, X., Li, Y., Jiang, H. Novel Time-Lag Informed Deep Learning Framework for Enhanced Streamflow Prediction and Flood Early Warning in Large-Scale Catchments. Journal of Hydrology. 631,130841.

(3)Ma, K.,Shen, C., Xu, Z., He, D.^*(2024).Transfer Learning Framework for Streamflow Prediction in Large-Scale Transboundary Catchments: Sensitivity Analysis and Applicability in Data Scarcity. Journal of Geographical Sciences.34(5),963-984.

(4)Reichert, P.^*,Ma, K^※., Höge, M., Fenicia, F., Baity-Jesi, M., Feng, D., and Shen, C. (2024).Metamorphic Testing of Machine Learning and Conceptual Hydrologic Models. Hydrology and Earth System Sciences. 28,2505–2529.

(5) Xu, Z.,Ma, K^*., Leng, J., Zhang, K., Luo, R., He, D.^*(2025).Transboundary cooperation potential under climate change and hydropower development in the Dulong-Irrawaddy river basin: A perspective on the water-energy-food-ecosystem nexus. Journal of Cleaner Production. 492, 144915.

(6)Leng, J.,Ma, K^*., Gu, S., Zhang, K., He, D.^*(2024). A Non-Stationary ImpactQuant Framework for Assessing the Human Activity Impacts on Hydrological Drought in the Upper Red River. Atmospheric Research. 304,107419.

(8) Xu, Z.,Ma, K.^*, Yuan, X., He, D.^*(2023). Assessing the hydrologic response to future climate change in the Dulong-Irrawaddy River Basin based on CMIP6. Chinese Geographical Science.34(2),294-310.

(9)Dong, Z., Ji, X.^*,Ma, K^*.(2025). Detection and attribution of eco-hydrological alteration based on deep learning-driven gap-filled runoff in a large-scale catchment. Journal of Hydrology: Regional Studies. 58, 102228.

(7)Ma, K.,Zhang, H., Zhang, M., Qu, X.^*, and Wu, N.(2023).Impact of land use on macroinvertebrates from a multiscale perspective: enhancing structural equation models with inverse distance-weighted metrics. Front. Ecol. Evol.11,1292721.

(10)Ma, K.,Huang, X.^*, Liang, C., Zhao, H., Zhou, X., Wei, X. (2020).Effect of land use/cover changes on runoff in the Min River watershed. River. Res. Applic. 36: 749-759.

科研项目：

(1)国家自然科学基金青年项目，基于深度学习的雅鲁藏布江-布拉马普特拉河流域径流过程模拟及其驱动机制研究，2023/01-2025/12，主持。

(2)中国博士后科学基金面上项目，2023/03-2024/06，主持。

(3)云南省国际河流与生态安全重点实验室项目，2022/06-2024/06，主持。

通讯地址：云南省昆明市呈贡区太阳成集团tyc234cc

邮编：650500

E-mail：makai@ynu.edu.cn；makai9091@163.com