背景介绍

韩峰，毕业于北京大学，理学博士，2015年在南方科技大学开展博士后研究，2018年留校工作，现为环境科学与工程学院研究副教授，合作导师郑一教授。长期从事生态水文、水环境模拟领域的研究工作，擅长流域尺度下生态过程、水文过程和水质过程的数值模拟。相关研究内容包括开发新的计算模型、探索高效的模型‒数据融合方法，以及研究深度学习和物理过程模型的耦合范式。已在Water Research、Water Resources Research、Journal of Hydrology、环境科学研究等国内外学术期刊发表论文40多篇（SCI论文38篇），出版“十三五”国家重点出版物出版规划著作 1 部，撰写学术著作章节2章，获得软件著作权 1 项。此外，韩峰博士是三维分布式生态水文耦合模型HEIFLOW（Hydrological-Ecological Integrated watershed-scale FLOW model）的主要开发者之一。该模型由郑春苗教授和郑一教授团队合作开发，目前已经在我国的黑河流域、珠江流域、滦河流域、Miho 流域（韩国）、Skjern流域（丹麦）、San Joaquin流域（美国）等十几个流域获得应用。

工作经历

2021 – 至今：南方科技大学，环境科学与工程学院，研究副教授

2018 – 2021：南方科技大学，环境科学与工程学院，研究助理教授

2015 – 2018：南方科技大学，环境科学与工程学院，博士后

教育背景

2008 – 2015：北京大学，力学（能源动力与资源工程）专业，理学博士

2004 – 2008：北京大学，理论与应用力学，理学学士

代表性科研项目：

1. 国家自然科学基金青年科学基金项目（41807164），干旱区天然草地退化-恢复过程的生态水文耦合模拟方法研究，项目负责人，2019-2021

2. 国家自然科学基金国际合作项目（5191101522），中国-智利水环境管理比较研究：聚焦气候变化下流域生态与社会经济的可持续性，项目骨干，2020-2024

3. 中国科学院战略性先导科技专项课题（XDA20100104），祁连山“山水林田湖草”系统集成预测与优化调配，项目骨干，2018-2023

4. 深圳市环境物联网技术与应用工程实验室项目，项目骨干，2017-2020

5. 中国博士后科学基金面上项目（2017M612505），基于多源数据同化的地表-地下水耦合模拟不确定性分析，项目负责人，2017-2018

6. 国家自然科学基金重大研究计划集成项目（91225301）“黑河流域中下游生态水文过程的系统行为与调控研究”，项目骨干，2013-2016

研究领域

1. 生态水文模拟

2. 非点源污染模拟

3. 数据同化和不确定性分析

4. 机器学习应用

学术成果（发表论著或者论文或者专利）

专著

1. 郑一, 韩峰, 田勇 (2021) 黑河流域生态水文耦合模拟的方法与应用. 科学出版社.

中文论文

2. 丁杰, 胡兆平, 刘湛, 张青梅, 刘伟, 韩峰*, 郑一 (2023) 基于流域水环境模型评估重金属面源污染负荷. 环境科学研究 36(6), 1125-1134.

3. 丁杰*, 何绍坤, 黄颖, 王思颖, 王坤鑫, 强耀辉, 韩峰 (2022) 麻雀坑水流域水土环境磷污染特征及来源分析. 水资源研究 11(6), 572-579.

4. 罗小林, 尹长文, 张国新*, 刘毅, 牛存稳, 韩峰 (2021) 北京市水环境分析及流域综合治理研究. 水资源保护 37(5), 140-146.

5. 张青梅, 韩峰, 刘湛*, 向仁军 (2018) 基于SWAT模型的湘江株洲段汞面源污染负荷测算. 四川环境 37(2), 32-37.

6. 林钟荣, 郑一*, 向仁军, 刘湛, 张青梅, 韩峰 (2012) 重金属面源污染模拟及其不确定性分析——以湘江株洲段镉污染为例. 长江流域资源与环境 21(09), 1112-1118.

7. 郑一*, 王学军, 吴斌, 韩峰 (2010) 城市非点源污染管理的制度、信息和决策支撑. 水科学进展 21(05), 726-732.

SCI论文

8. Han, F., Tian, Q., Chen, N.*, Hu, Z., Wang, Y., Xiong, R., Xu, P., Liu, W., Stehr, A., Barra, R.O. and Zheng, Y. (2024) Assessing ammonium pollution and mitigation measures through a modified watershed non-point source model. Water Research 254, 121372.

9. Ge, Y.*, Han, F., Wu, F., Zhao, Y., Li, H., Tian, Y., Zheng, Y., Luan, W., Zhang, L., Cai, X., Ma, C. and Li, X. (2024) Sustainable decision making based on systems integration and decision support system promoting endorheic basin sustainability. Decision Support Systems 179, 114169.

10. Wang, C., Jiang, S., Zheng, Y.*, Han, F., Kumar, R., Rakovec, O. and Li, S. (2024) Distributed hydrological modeling with physics‐encoded deep learning: A general framework and its application in the Amazon. Water Resources Research 60(4), e2023WR036170.

11. Han, F., Hu, Z., Chen, N., Wang, Y., Jiang, J. and Zheng, Y.* (2023) Assimilating low-cost high-frequency sensor data in watershed water quality modeling: A Bayesian approach. Water Resources Research, 59, e2022WR033673.

12. Han, F., Zheng, Y.*, Zhang, L.*, Xiong, R., Hu, Z., Tian, Y. and Li, X. (2023) Simulating drip irrigation in large-scale and high-resolution ecohydrological models: From emitters to the basin. Agricultural Water Management 289, 108500.

13. Li, S., Zheng, Y.*, Han, F., Xu, P. and Chen, A. (2023) Ecological flow management identified as leading driver of grassland greening in the gobi desert using deep learning. Geophysical Research Letters 50(11), e2023GL103369.

14. Wang, M., Xu, B.*, Li, Y., Han, F., Du, X., Zhang, J., Zhang, C. and Peng, Y. (2023) A surface and ground‐water integrated investigation of streamflow drying up in semi‐arid regions. Hydrological Processes 37(6), e14903.

15. Chen, X., Zheng, Y.*, Wang, L., Han, F., Zeng, Z., Xu, P., Fu, G. and Zhang, C. (2022) Climate change may neutralize the sediment starvation in mega deltas caused by hydropower dams. Sustainable Horizons 4, 100041.

16. Du, E., Tian, Y., Cai, X., Zheng, Y., Han, F., Li, X., Zhao, M., Yang, Y. and Zheng, C.* (2022) Evaluating distributed policies for conjunctive surface water‐groundwater management in large river basins: Water uses versus hydrological impacts. Water Resources Research 58(1), e2021WR031352.

17. Xiong, R., Zheng, Y.*, Chen, N., Tian, Q., Liu, W., Han, F., Jiang, S., Lu, M. and Zheng, Y. (2022) Predicting Dynamic Riverine Nitrogen Export in Unmonitored Watersheds: Leveraging Insights of AI from Data-Rich Regions. Environmental Science & Technology 56(14), 10530-10542.

18. Han, F., Zheng, Y.*, Tian, Y., Li, X., Zheng, C. and Li, X. (2021) Accounting for field-scale heterogeneity in the ecohydrological modeling of large arid river basins: Strategies and relevance. Journal of Hydrology 595, 126045.

19. Han, J., Xin, Z.*, Han, F.*, Xu, B., Wang, L., Zhang, C. and Zheng, Y. (2021) Source contribution analysis of nutrient pollution in a P-rich watershed: Implications for integrated water quality management. Environmental Pollution 279, 116885.

20. Li, X.*, Zhang, L.*, Zheng, Y., Yang, D., Wu, F., Tian, Y., Han, F., Gao, B., Li, H., Zhang, Y., Ge, Y., Cheng, G., Fu, B., Xia, J., Song, C. and Zheng, C. (2021) Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin. Environmental Modelling & Software 141, 105058.

21. Xiong, R., Zheng, Y.*, Han, F. and Tian, Y. (2021) Improving the Scientific Understanding of the Paradox of Irrigation Efficiency: An Integrated Modeling Approach to Assessing Basin‐Scale Irrigation Efficiency. Water Resources Research 57(11), e2020WR029397.

22. Zhang, Z., Zheng, Y.*, Han, F., Xiong, R. and Feng, L. (2021) Recovery of an endorheic lake after a decade of conservation efforts: Mediating the water conflict between agriculture and ecosystems. Agricultural Water Management 256, 107107.

23. Chen, X., Zheng, Y.*, Xu, B., Wang, L., Han, F. and Zhang, C.* (2020) Balancing competing interests in the Mekong River Basin via the operation of cascade hydropower reservoirs in China: Insights from system modeling. Journal of Cleaner Production 254, 119967.

24. Mao, G., Liu, J.*, Han, F., Meng, Y., Tian, Y., Zheng, Y. and Zheng, C. (2020) Assessing the interlinkage of green and blue water in an arid catchment in Northwest China. Environmental Geochemistry and Health 42(3), 933-953.

25. Xu, B., Li, Y.*, Han, F., Zheng, Y., Ding, W., Zhang, C., Wallington, K. and Zhang, Z. (2020) The transborder flux of phosphorus in the Lancang-Mekong River Basin: Magnitude, patterns and impacts from the cascade hydropower dams in China. Journal of Hydrology 590, 125201.

26. Zheng, Y., Tian, Y.*, Du, E., Han, F., Wu, Y., Zheng, C. and Li, X. (2020) Addressing the water conflict between agriculture and ecosystems under environmental flow regulation: An integrated modeling study. Environmental Modelling & Software 134, 104874.

27. Niu, G., Zheng, Y.*, Han, F. and Qin, H. (2019) The nexus of water, ecosystems and agriculture in arid areas: A multiobjective optimization study on system efficiencies. Agricultural Water Management 223, 105697.

28. Chen, C., Tian, Y., Zhang, Y.-K., He, X., Yang, X., Liang, X., Zheng, Y., Han, F., Zheng, C. and Yang, C.* (2019) Effects of agricultural activities on the temporal variations of streamflow: trends and long memory. Stochastic Environmental Research and Risk Assessment 33(8-9), 1553-1564.

29. Han, F. and Zheng, Y.* (2018) Joint analysis of input and parametric uncertainties in watershed water quality modeling: A formal Bayesian approach. Advances in Water Resources 116, 77-94.

30. Jiang, J.*, Han, F., Zheng, Y., Wang, N. and Yuan, Y. (2018) Inverse uncertainty characteristics of pollution source identification for river chemical spill incidents by stochastic analysis. Frontiers of Environmental Science & Engineering 12(5), 6-21.

31. Jiang, S., Zheng, Y.*, Babovic, V., Tian, Y. and Han, F. (2018) A computer vision-based approach to fusing spatiotemporal data for hydrological modeling. Journal of Hydrology 567, 25-40.

32. Li, X.*, Cheng, G., Ge, Y., Li, H., Han, F., Hu, X., Tian, W., Tian, Y., Pan, X., Nian, Y., Zhang, Y., Ran, Y., Zheng, Y., Gao, B., Yang, D., Zheng, C., Wang, X., Liu, S. and Cai, X. (2018) Hydrological cycle in the Heihe River Basin and its implication for water resource management in endorheic basins. Journal of Geophysical Research: Atmospheres 123(2), 890-914.

33. Sun, Z., Zheng, Y.*, Li, X., Tian, Y.*, Han, F., Zhong, Y., Liu, J. and Zheng, C. (2018) The nexus of water, ecosystems, and agriculture in endorheic river basins: A system analysis based on integrated ecohydrological modeling. Water Resources Research 54(10), 7534-7556.

34. Tian, Y., Xiong, J., He, X., Pi, X., Jiang, S., Han, F. and Zheng, Y.* (2018) Joint operation of surface water and groundwater reservoirs to address water conflicts in arid regions: An integrated modeling study. Water 10(8), w10081105.

35. Tian, Y., Zheng, Y.*, Han, F., Zheng, C. and Li, X. (2018) A comprehensive graphical modeling platform designed for integrated hydrological simulation. Environmental Modelling & Software 108, 154-173.

36. Han, F. and Zheng, Y.* (2016) Multiple-response Bayesian calibration of watershed water quality models with significant input and model structure errors. Advances in Water Resources 88, 109-123.

37. Wu, X., Zheng, Y.*, Wu, B., Tian, Y., Han, F. and Zheng, C. (2016) Optimizing conjunctive use of surface water and groundwater for irrigation to address human-nature water conflicts: A surrogate modeling approach. Agricultural Water Management 163, 380-392.

38. Zheng, Y.*, Luo, X., Zhang, W., Wu, X., Zhang, J. and Han, F. (2016) Transport mechanisms of soil-bound mercury in the erosion process during rainfall-runoff events. Environmental Pollution 215, 10-17.

39. Zheng, Y.* and Han, F. (2015) Markov Chain Monte Carlo (MCMC) uncertainty analysis for watershed water quality modeling and management. Stochastic Environmental Research and Risk Assessment 30(1), 293-308.

40. Luo, X., Zheng, Y.*, Lin, Z., Wu, B., Han, F., Tian, Y., Zhang, W. and Wang, X. (2015) Evaluating potential non-point source loading of PAHs from contaminated soils: a fugacity-based modeling approach. Environmental Pollution 196, 1-11.

41. Wu, B., Zheng, Y.*, Wu, X., Tian, Y., Han, F., Liu, J. and Zheng, C. (2015) Optimizing water resources management in large river basins with integrated surface water‐groundwater modeling: A surrogate‐based approach. Water Resources Research 51(4), 2153-2173.

42. Wu, B., Zheng, Y.*, Tian, Y., Wu, X., Yao, Y., Han, F., Liu, J. and Zheng, C. (2014) Systematic assessment of the uncertainty in integrated surface water-groundwater modeling based on the probabilistic collocation method. Water Resources Research 50(7), 5848-5865.

43. Luo, X., Zheng, Y.*, Wu, B., Lin, Z., Han, F., Zhang, W. and Wang, X. (2013) Impact of carbonaceous materials in soil on the transport of soil-bound PAHs during rainfall-runoff events. Environmental Pollution 182, 233-241.

44. Zheng, Y.*, Luo, X., Zhang, W., Wu, B., Han, F., Lin, Z. and Wang, X. (2012) Enrichment behavior and transport mechanism of soil-bound PAHs during rainfall-runoff events. Environmental Pollution 171, 85-92.

45. Zheng, Y.*, Wang, W., Han, F. and Ping, J. (2011) Uncertainty assessment for watershed water quality modeling: A Probabilistic Collocation Method based approach. Advances in Water Resources 34(7), 887-898.