崔国韬 (Guotao Cui) | williamhill中国

基本介绍 [Basic Info]

崔国韬，博士，williamhill中国副教授，威廉williamhill“百人计划”引进人才、广东省“珠江人才计划”青年拔尖人才。长期从事水文水资源、生态水文、极端事件、AI模型方面的研究，先后在美国加州大学默塞德分校内华达山脉研究所、美国怀俄明大学、加拿大阿萨巴斯卡流域科学研究中心从事多年研究工作，主持国家自然科学基金项目、国家重点研发计划、广州市科技计划、美国农垦部和加州水资源局等科研项目，作为骨干参与美国国家自然科学基金、加拿大阿尔伯塔省政府项目、中国水利部项目等多项项目。目前担任国际水资源学会中国委员会专委会委员、中英资源与环境协会委员、《人民珠江》期刊青年编委等职务，与国内外高校科研院所学者建立了紧密的合作关系。研究成果发表于Remote Sensing of Environment, Water Resources Research, Journal of Hydrology, Water Resources X, Global Biogeochemical Cycles以及《地理学报》等国内外顶级期刊。受邀担任审中国、美国、加拿大等国家自然科学基金评审人，Water Resources Research、Environmental Science & Technology、Geophysical Research Letters、PNAS Nexus等国际专业期刊审稿人。

个人主页：

https://guotaocui.gitlab.io/    | Researchgate    |    Google Scholar   |      ORCID

 

EHD课题组 [Join Us]

数智水圈研究组（EHD Lab）关注生态、水文、数智化模型等研究课题。欢迎对水文水资源、自然地理、GIS与遥感、人工智能、智能监测交叉应用感兴趣的同学（研究生、博士后、大创成员）加入。有意申请者请将个人简历发送至邮箱：cuigt@mail.sysu.edu.cn。

研究方向 [Research Interests]

课题组致力于探究变化环境下的水循环演变规律，主要研究方向包括但不限于：

  • 极端水文气象事件
  • 生态水文模型
  • 多源数据融合
  • AI在水文水质预测中的应用
  • 水资源管理

学历与工作背景 [Education & Experience]

工作经历：

  • 2023.02 - 至今：williamhill中国，副教授
  • 2022.10 - 2023.02：美国加州大学默塞德分校内华达山脉研究所，项目科学家
  • 2018.10 - 2022.10：美国加州大学默塞德分校内华达山脉研究所，博士后（导师：Roger Bales）
  • 2018.04 - 2018.10：加拿大阿萨巴斯卡大学流域科学研究中心，博士后（导师：Junye Wang）

教育背景：

  • 2014.08 - 2017.12：美国怀俄明州大学，水资源 / 土木工程，博士（导师：Jianting Zhu）
  • 2010.09 - 2013.06：郑州大学，水文学及水资源，硕士（导师：左其亭）
  • 2006.09 - 2010.06：郑州大学，水利水电工程，学士

科研项目 [Research Projects]

  • 国家重点研发计划重点专项：基于变频监测的流域水质动态变化规律 (2024YFD1700801-04)，主持，2024.12-2027.11
  • 国家自然科学基金青年项目：复合型高温干旱事件对流域植被根系层水储量的影响作用模拟及脆弱区识别研究 (42301012)，主持，2023.08-2026.12 
  • 广州市科技计划项目：复合型极端水文气象事件对粤港澳大湾区热风险的影响研究 (2024A04J3814)，主持，2024.01-2025.12 
  • 高校基本科研业务费青年教师培育项目：基于IoT的流域尺度土壤感知集群的设计与应用研究 (24qnpy020)，主持，2024.07-2024.12 
  • 美国农垦部和加州水资源局项目：Defining the rain-snow transition zone in the Northern Sierra Nevada（主要参与人，参与阶段 2020年9月-2023年1月）
  • 美国NSF国家自然基金：Southern Sierra Critical Zone Observatory （参与人，参与阶段 2018年10月-2023年1月）
  • 加拿大阿尔伯塔省政府项目；Campus Alberta Innovates Program (CAIP) fund for Integrated Hydrological and Biogeochemical Modeling（主要参与人，参与阶段：2018年4月-2018年10月）
  • 水利部河湖水系连通项目：人类活动对河湖水系连通及功能的影响分析（主要参与人，参与阶段：2011年1月-2012年1月）
  • 水利部河湖水系连通项目：河湖水系连通案例分析、连通分类及总结（主要参与人，参与阶段：2012年1月-2013年6月）
  • 国家自然科学基金项目：人水关系的和谐论调控理论方法研究（参与人，参与阶段：2012年1月-2013年6月）

学术论文 [Selected Publications]

  1. Zheng, K., Cui, G., Xie, Y., Liu, Y., & Du, X. (2025). Time Series Foundation Model Chronos Enhances Nitrogen Forecasting under Data Scarcity. Water Research X, 100469.
  2. Cui, G., W. Guo, M. Goulden, and R. Bales (2024). "MODIS-based modeling of evapotranspiration from woody vegetation supported by root-zone water storage." Remote Sensing of Environment 303: 114000. 
  3. Cui, G., M. Anderson, and R. Bales (2023). "Runoff response to the uncertainty from key water-budget variables in a seasonally snow-covered mountain basin." Journal of Hydrology: Regional Studies 50: 101601. 
  4. Zang, C., Liu, H., Cui, G., & Liu, J. (2023). Spatiotemporal Patterns of Hydrological Variables in Water-Resource Regions of China. Water, 15(9), 1643. https://doi.org/10.3390/w15091643
  5. Cui, G., M. Anderson, and R. Bales, Mapping of snow water equivalent by deep-learning model assimilating ground observations, Journal of Hydrology, 10.1016/j.jhydrol.2022.128835 (中科院一区Top期刊)
  6. Cui, G., R. Rice, M. Anderson, F. Avanzi, P. Hartsough, W. Guo, M. Conklin, and R. Bales (2022), Precipitation estimates and orographic gradients using snow, temperature, and humidity measurements from a wireless-sensor network.Water Resources Research. 58, e2021WR029954. (中科院一区Top期刊).
  7. Cui, G., Q. Ma, and R. Bales (2022), Assessing multi-year-drought vulnerability in dense Mediterranean-climate forests using water-balance-based indicators. Journal of Hydrology. 606, 127431 (中科院一区Top期刊).
  8. Guo, W., M. Safeeq, H. Liu, X. Wu, G. Cui, Ma, Q., M. Goulden, M. Lindeskog, and R. Bales (2022). Mechanisms controlling carbon sinks in semi-arid mountain ecosystems. Global Biogeochemical Cycles, 36, e2021GB007186 (中科院一区Top期刊).
  9. Zuo, Q., X. D, G. Cui, and W. Zhang (2022), Yellow River Basin Management under Pressure. The Present State, Restoration and Protection: Lessons from a Special Issue, Water, 14(19), 3127, doi:10.3390/w14193127.
  10. Cui, G., R. Bales, R. Rice, M. Anderson, F. Avanzi, P. Hartsough, and M. Conklin (2020), Detecting rain-snow-transition elevations in mountain basins using wireless-sensor networks, Journal of Hydrometeorology, 21(9), 2061–2081, (中科院二区期刊).
  11. Cui, G., and J. Wang (2019), Improving the DNDC biogeochemistry model to simulate soil temperature and emissions of nitrous oxide and carbon dioxide in cold regions, Science of The Total Environment, 687, 61-70, (中科院一区Top期刊).
  12. Cui, G., and J. Zhu (2018), Prediction of unsaturated flow and water backfill during infiltration, Journal of Hydrology, 557, 509–521, (中科院一区Top期刊).
  13. Cui, G., and J. Zhu (2018), Infiltration model based on traveling characteristics of wetting front, Soil Science Society of America Journal, 82(1), 45-55, (中科院二区期刊).
  14. Cui, G., and J. Zhu (2017), Infiltration model in sloping layered soils and guidelines for model parameter estimation, Hydrological Sciences Journal, 62(13), 2222-2237, (中科院三区期刊).
  15. Cui, G., and J. Zhu (2018), Modeling infiltration and runoff with surface crust under unsteady rainfalls, Journal of Hydrologic Engineering, 23(7), 04018027, (中科院三区期刊).
  16. Zuo Q., X. DingG. Cui, and W. Zhang (2022). Yellow River Basin Management under Pressure. The Present State, Restoration and Protection: Lessons from a Special Issue, Water, 19(14), 3127, doi:10.3390/w14193127.
  17. Zuo Q., J. Guo, J. Ma, G. Cui, R. Yang, and L. Yu (2021). Assessment of regional-scale water resources carrying capacity based on fuzzy multiple attribute decision-making and scenario simulation, Ecological Indicators 130, 108034, doi:10.1016/j.ecolind.2021.108034.
  18. Cheng, Y., G. Cui, and J. Zhu (2017), Using time compression approximation to determine actual infiltration rate from variable rainfall events, Hydrology Research, doi:10.2166/nh.2017.062.
  19. Zuo, Q., and G. Cui (2013), International viewpoint and news: Chemical leaks contaminate Chinese river: Viewing environmental emergency response of China, Environmental Earth Sciences, 69(8), 2801–2803, doi:10.1007/s12665-013-2331-1.
  20. Li, D., Q. Zuo, and G.Cui (2013), Disposal of chemical contaminants into groundwater: viewing hidden environmental pollution in China, Environmental Earth Sciences, 70(4), 1933–1935, doi:10.1007/s12665-013-2463-3.
  21. Zuo, Q., R. Jin, J. Ma, and G. Cui (2014), China pursues a strict water resources management system, Environmental Earth Sciences, 72(6), 2219–2222, doi:10.1007/s12665-014-3369-4.
  22. Zuo, Q., H. Zhao, C. Mao, J. Ma, and G. Cui (2015), Quantitative analysis of human-water relationships and harmony-based regulation in the Tarim river basin, Journal of Hydrologic Engineering, 20(8), 05014030, doi:10.1061/(ASCE)HE.1943-5584.0001118.
  23. Zuo, Q., R. Jin, J. Ma, and G. Cui (2015), Description and application of a mathematical method for the analysis of harmony, The Scientific World Journal, doi:10.1155/2015/831396.
  24. Cui, G.., and R. Bales (2021), Deep-learning-based snowpack mapping and forecasting with ground observations: A case study using a wireless-sensor network in the American River basin, 87th Annual Western Snow Conference , Reno, Nevada, USA.
  25. Cui, G.., R. Bales, M. Conklin, R. Rice, F. Avanzi, and P. Hartsough (2019), Rain- snow transition elevation from wireless sensor network in American and Feather River basins, 87th Annual Western Snow Conference , Reno, Nevada, USA.
  26. 左其亭,崔国韬. 人类活动对河湖水系连通的影响评估[J]. 地理学报, 2020, 75(7), 1483-1493. (中科院T1分区，EI 收录)
  27. 崔国韬,左其亭,李宗礼,窦明. 河湖水系连通功能及适应性分析[J]. 水电能源科学, 2012,(02):1-5.
  28. 左其亭,崔国韬. 河湖水系连通理论体系框架研究[J]. 水电能源科学, 2012, (01) : 1-5. 
  29. 崔国韬,左其亭. 人类活动对河湖水系连通关系的影响及量化评估[J]. 水资源研究,2012, 1, 326-333. 
  30. 崔国韬,左其亭. 河湖水系连通与最严格水资源管理的关系[J].南水北调与水利科技, 2012,(02):129-132.
  31. 崔国韬,左其亭,窦明. 国内外河湖水系连通发展沿革与影响[J].南水北调与水利科技, 2011,(04):73-76.
  32. 崔国韬,左其亭. 生态调度研究现状与展望[J]. 南水北调与水利科技, 2011,(06) : 90-97. 
  33. 左其亭,崔国韬(郑州大学水利与环境学院). 完善水功能区管理和保障制度[N]. 中国水利报, 2012-03-15(006). 
  34. 窦明,崔国韬,左其亭,王偲,毛翠翠,许云峰. 河湖水系连通的特征分析[J]. 中国水利, 2011,(16):17-19.
  35. 左其亭,张保祥,王宗志,关锋,崔国韬. 2011年中央一号文件对水科学研究的启示与讨论[J]. 南水北调与水利科技, 2011,(05):68-73. 

会议报告

  1. Cui, G., R. Rice, M. Anderson, M. Conklin, and R. Bales, Ground-based sensor networks provide precipitation amounts and partitioning for near-real-time decision making in California’s Sierra Nevada, AGU Frontiers in Hydrology, Abstract 407, San Juan, PR, USA, Jun. 19–24, 2022. (口头报告)
  2. Cui, G., Q. Ma, and R. Bales, Hydrologic vulnerability of dense mixed-conifer forests in California’s Sierra Nevada to multi-year droughts, American Geophysical Union (AGU) Fall MeetingAGU Frontiers in Hydrology, Abstract 413, San Juan, PR, USA, Jun. 19–24, 2022. (海报)
  3. 崔国韬, 加州内华达山脉地中海森林对多年干旱的脆弱性, 第十二次资源环境论坛顺利召开,在线会议, 2022年5月12日. (特邀讲座)
  4. Cui, G., and R. Bales, Snowpack mapping and forecasting by blending deep-learning estimates with ground observations in the Northern Sierra Nevada, American Geophysical Union (AGU) Fall Meeting, Abstract C35G-0947, New Orleans, LA, USA, Dec. 13–17, 2021. (海报)
  5. 崔国韬, 应用流域无线传感器网络探测山区雨雪相态转换高度, 第九次资源环境学术报告会,在线会议, 2021年5月13日. (特邀讲座)
  6. Cui, G., and R. Bales, Deep-learning-based snowpack mapping and forecasting with ground observations: A case study using a wireless-sensor network in the American River basin, 88th Annual Western Snow Conference, virtual format, Apr. 12-15, 2021 (口头报告)
  7. Cui, G., R. Bales, and Q. Ma, Water-stress patterns of giant-sequoia groves during multi-year droughts, American Geophysical Union (AGU) Fall Meeting, Abstract B082-0013, San Francisco, CA, USA, Dec. 1–17, 2020. (海报)
  8. Cui, G., and R. Bales, Water-stress vulnerability of giant sequoia groves during extended drought, Yosemite Hydroclimate Meeting 2020, Mariposa, CA, USA, Oct 15-16, 2020. (口头报告)
  9. Cui, G., R. Bales, R. Rice, M. Anderson, F. Avanzi, P. Hartsough, and M. Conklin, Detecting rain-snow transition elevations in mountain basins using wireless-sensor network, 2020 California Extreme Precipitation Symposium: Connecting Rain-on-Snow Events, Atmospheric Rivers, and Floods, Davis, CA, USA, Jun 30, 2020. (特邀报告)
  10. Cui, G., R. Bales, M. Conklin, R. Rice, F. Avanzi, P. Hartsough, and W. Guo, Mountain Precipitation Patterns in Mixed Rain-Snow Areas from a Distributed Wireless-Sensor Network and a Random Forest Model, American Geophysical Union (AGU) Fall Meeting, Abstract C41B-01, San Francisco, CA, USA, Dec. 9–13, 2019. (口头报告)
  11. Guo, W., S. Khan, R. Bales, G. Cui, Q. Ma, Simulating water-carbon interactions in a Mediterranean mountain ecosystem using a dynamic global vegetation model, American Geophysical Union (AGU) Fall Meeting, Abstract B21G-2410, San Francisco, CA, USA, Dec. 9–13, 2019. (海报)
  12. Cui, G., R. Bales, M. Conklin, R. Rice, F. Avanzi, P. Hartsough, and W. Guo, Estimating precipitation in a mountainous region from a wireless-sensor network, Southern Sierra Critical Zone Observatory 2019 Annual Meeting, Merced, CA, USA, Aug. 22, 2019. (海报)
  13. Cui, G., R. Bales, M. Conklin, R. Rice, F. Avanzi, and P. Hartsough, Rain- snow transition elevation from wireless sensor network in American and Feather River basins , 87th Annual Western Snow Conference , Reno, Nevada, USA, Apr. 15-18, 2019. (海报)
  14. Cui, G., and J. Zhu, A simple and accurate rate-driven infiltration model, American Geophysical Union (AGU) Fall Meeting, Abstract H33D-1704, New Orleans, LA, USA, Dec. 11–15, 2017. (海报)
  15. Cui, G., and J. Zhu, Dynamic modeling of infiltration in unsaturated layered soils, American Geophysical Union (AGU) Fall Meeting, Abstract H21C-1410, San Francisco, CA, USA, Dec. 12–16, 2016. (海报)
  16. Cui, G., and J. Zhu, Effective Green-Ampt parameters of sloping layered soils, American Geophysical Union (AGU) Fall Meeting, Abstract H23B-1583, San Francisco, CA, USA, Dec. 14–18, 2015. (海报)
  17. Cui, G., and J. Zhu, Effective hydraulic parameters for sloping heterogeneous soil formations, Soil Science Society of America (SSSA) Annual Meeting, Abstract 321-9, Minneapolis, MN, USA, Nov. 15–18, 2015. (海报) 
  18. Cui, G., and J. Zhu, Infiltration model in layered soils: Application of steady-state modeling, Civil Engineering Seminar at University of Wyoming, Laramie, WY, USA, Mar. 9, 2017. (口头报告)
  19. 崔国韬,左其亭. 人类活动对河湖水系连通关系的影响及量化评估, 第十届中国水论坛, 武汉, 中国, 2012. (口头报告, 荣获中国水论坛2012年度十佳优秀青年论文奖)

 

教学与指导 [Teaching & Mentoring]

主讲课程：

  • 本科生：《环境学导论》、《水土保持学》、《水资源与水环境实习》、《国家安全教育》
  • 研究生：《现代地学模型方法及其应用(含实验)》、《环境水文学》、《自然资源与生态环境工程》

学生指导：

  • 指导本科生获得2025年“挑战杯”广东大学生课外学术科技作品竞赛肇庆“百千万工程”专项赛三等奖
  • 指导2024年大学生创新训练计划项目，并发表英文SCI论文
  • 学院青年教师辅导员，2023级自然地理班班主任

学术服务与奖励 [Academic Services & Honors]

荣誉奖项：

  1. 珠江青年学者
  2. 中国水论坛十佳优秀青年论文奖
  3. 研究生国家奖学金
  4. 第六届张光斗科技教育基金优秀学生奖学金

学术任职：

  1. 国际水资源学会中国委员会水资源管理与节约专委会委员
  2. 中国自然资源学会水资源专业委员会委员
  3. 中英资源与环境协会委员
  4. 美国地球物理联合会AGU会员
  5. 美国气象学会AMS会员
  6. 美国土壤科学学会（SSSA）会员
  7. 《人民珠江》青年编委
  8. 《华北水利水电大学学报》青年编委
  9. SCI期刊Frontiers in Earth Science客座编辑
  10. SCI期刊Water客座编辑
  11. SCI期刊Frontiers in Marine Science客座编辑
  12. SCI期刊Processes客座编辑

项目评审专家：中国国家自然科学基金、美国国家自然科学基金、加拿大自然科学与工程研究委员会等项目评审人等。

期刊审稿专家：PNAS Nexus, Geophysical Research Letters, Water Resources Research, Journal of Hydrology, Journal of Hydrometeorology, Soil Science Society of America Journal, Agricultural and Forest Meteorology, Journal of Hydrologic Engineering, Environmental Pollution, Environmental Earth Sciences, Water, Geosciences, Atmosphere, Environmental Science and Pollution Research, Ecological indicator等