師資
背景介紹
韓峰，畢業于北京大學，理學博士，2015年在南方科技大學開展博士后研究，2018年留校工作，現為環境科學與工程學院研究副教授，合作導師鄭一教授。長期從事生態水文、水環境模擬領域的研究工作，擅長流域尺度下生態過程、水文過程和水質過程的數值模擬。相關研究內容包括開發新的計算模型、探索高效的模型?數據融合方法，以及研究深度學習和物理過程模型的耦合范式。已在Water Research、Water Resources Research、Journal of Hydrology、環境科學研究等國內外學術期刊發表論文40多篇（SCI論文38篇），出版“十三五”國家重點出版物出版規劃著作 1 部，撰寫學術著作章節2章，獲得軟件著作權 1 項。此外，韓峰博士是三維分布式生態水文耦合模型HEIFLOW（Hydrological-Ecological Integrated watershed-scale FLOW model）的主要開發者之一。該模型由鄭春苗教授和鄭一教授團隊合作開發，目前已經在我國的黑河流域、珠江流域、灤河流域、Miho 流域（韓國）、Skjern流域（丹麥）、San Joaquin流域（美國）等十幾個流域獲得應用。
工作經歷
2021 – 至今：南方科技大學，環境科學與工程學院，研究副教授
2018 – 2021：南方科技大學，環境科學與工程學院，研究助理教授
2015 – 2018：南方科技大學，環境科學與工程學院，博士后
教育背景
2008 – 2015：北京大學，力學（能源動力與資源工程）專業，理學博士
2004 – 2008：北京大學，理論與應用力學，理學學士
代表性科研項目：
1. 國家自然科學基金青年科學基金項目（41807164），干旱區天然草地退化-恢復過程的生態水文耦合模擬方法研究，項目負責人，2019-2021
2. 國家自然科學基金國際合作項目（5191101522），中國-智利水環境管理比較研究：聚焦氣候變化下流域生態與社會經濟的可持續性，項目骨干，2020-2024
3. 中國科學院戰略性先導科技專項課題（XDA20100104），祁連山“山水林田湖草”系統集成預測與優化調配，項目骨干，2018-2023
4. 深圳市環境物聯網技術與應用工程實驗室項目，項目骨干，2017-2020
5. 中國博士后科學基金面上項目（2017M612505），基于多源數據同化的地表-地下水耦合模擬不確定性分析，項目負責人，2017-2018
6. 國家自然科學基金重大研究計劃集成項目（91225301）“黑河流域中下游生態水文過程的系統行為與調控研究”，項目骨干，2013-2016
研究領域
1. 生態水文模擬
2. 非點源污染模擬
3. 數據同化和不確定性分析
4. 機器學習應用
學術成果（發表論著或者論文或者專利）
專著
1. 鄭一, 韓峰, 田勇 (2021) 黑河流域生態水文耦合模擬的方法與應用. 科學出版社.
中文論文
2. 丁杰, 胡兆平, 劉湛, 張青梅, 劉偉, 韓峰*, 鄭一 (2023) 基于流域水環境模型評估重金屬面源污染負荷. 環境科學研究 36(6), 1125-1134.
3. 丁杰*, 何紹坤, 黃穎, 王思穎, 王坤鑫, 強耀輝, 韓峰 (2022) 麻雀坑水流域水土環境磷污染特征及來源分析. 水資源研究 11(6), 572-579.
4. 羅小林, 尹長文, 張國新*, 劉毅, 牛存穩, 韓峰 (2021) 北京市水環境分析及流域綜合治理研究. 水資源保護 37(5), 140-146.
5. 張青梅, 韓峰, 劉湛*, 向仁軍 (2018) 基于SWAT模型的湘江株洲段汞面源污染負荷測算. 四川環境 37(2), 32-37.
6. 林鐘榮, 鄭一*, 向仁軍, 劉湛, 張青梅, 韓峰 (2012) 重金屬面源污染模擬及其不確定性分析——以湘江株洲段鎘污染為例. 長江流域資源與環境 21(09), 1112-1118.
7. 鄭一*, 王學軍, 吳斌, 韓峰 (2010) 城市非點源污染管理的制度、信息和決策支撐. 水科學進展 21(05), 726-732.
SCI論文
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.