基本介绍

2022年地理科学与规划学院“我心目中的良师”。国家优秀自费留学生奖获得者。现任国际环境信息学协会（ISEIS）的会刊《Journal of Environmental Informatics Letters》的编委和副编辑（Associate Editor）、《Frontiers in Earth Science》、《Frontiers in Environmental Science》和《Frontiers of Ecology and Evolution》的副编辑（Associate Editor）、《Water》的特刊编辑（Special Issue Editor， Special Issue on "A Safer Future—Prediction of Water-Related Disasters"）、《人民珠江》的特约编委，曾任《Journal of Environmental Informatics》的管理主编、出版编辑和图片编辑；是《Environmental Systems Research》（Springer出版，2012年创刊）的主要创办人之一；是多个SCI杂志审稿人。近年来主持了中山大学“百人计划”、加拿大阿省环境厅创新基金、中国科学院“海外人才走进科学院”和加拿大环境部科学地平线等基金。作为骨干参与了联合国发展署(UNDP)、加拿大自然基金委(NSERC)、加拿大环境部、阿省、萨省和安省环境厅、国家基金委重大专项、973、863和水专项等支持的科研项目。已在包括Journal of Hydrology, Hydrological Processes, Science of Total Environment, Journal of Environmental Management，Environmental Modelling & Software，European Journal of Operational Research等期刊上发表SCI论文近80篇。

学术网络

ResearchGate：https://www.researchgate.net/profile/Wei-Sun-156

研究方向

主要包括水文气象预报（如暴雨洪水、凌汛、雾霾、热浪以及复合极端事件）、资源环境系统分析（如人地耦合关系、水资源、固体废弃物、大气质量和能源环境管理等）、以及全球变化和响应。所开发的洪水预报模型已经在加拿大Alberta省环境厅河流预报中心实现了业务化应用。

招生招聘

欢迎具有保研资格或考研的本科生联系导师并商讨保送或读研事宜。
长期招收或与其他导师联合招收硕士、博士、博士后和专职科研人员。
欢迎本科生加入课题组或联合申请大学生创新训练计划项目。

学历背景

2012年，University of Regina, Faculty of Engineering and Applied Science, 环境系统工程专业, PhD

2004年，湖南大学，环境科学与工程学院，环境工程专业，工学硕士

2001年，湖南大学，环境科学与工程学院，环境工程专业，工学学士

工作经历

2018-至今 中山大学地理科学与规划学院， 教师

2014-2018 Alberta Environment and Parks , River Hydraulics and Ice Engineer

2012-2014 Institute for Energy, Environment and Sustainable Communities, University of Regina, Research Associate

2004-2005 湖南大学环境保护研究所, 助理工程师

讲授课程

《数据挖掘与建模》

《基础生态学》（《生态学概论》）

《环境系统分析》

《地理学时空数据分析方法及MATLAB应用》

《地理学时空数据分析方法及MATLAB应用》（双语）

《生态环境学》

《机器学习与地学应用》（研究生课）

《自然地理学前沿讲座》（研究生课，2节）

《自然资源与生态环境工程》（研究生课，3节）

论著专利

Select Journal Papers

  • W. Sun, D. Zeng, S. Chen, M. Ren, Y. Xie. Annual Peak Runoff Forecasting Using Two-Stage Input Variable Selection-Aided k-Nearest-Neighbors Ensemble. Water Resources Management (2025). 

  • Z. Rong, W. Sun, Y. Xie, Z.Huang, X. Chen Mixture of experts leveraging informer and LSTM variants for enhanced daily streamflow forecasting, Journal of Hydrology, 653 (2025) 132737

  • X.L. Chen, W. Sun, T. Jiang, H. Ju, Enhanced prediction of river dissolved oxygen through feature- and model-based transfer learning, J ENVIRON MANAGE, 372 (2024).

  • H.J. Li, Z.H. Fu, W. Sun, C. Dai, Y.P. Cai, Assessing Climate-Change Impacts on Hydrological Processes and Blue-Green Water Dynamics Using Multi-Model Ensembles Under Shared Socioeconomic Pathways in the Hanjiang River Basin, China, HYDROL PROCESS, 39(2025).

  • S. Chen, W. Sun, M. Ren, Y. Xie, D. Zeng, A hybrid model for monthly runoff forecasting based on mixed signal processing and machine learning, ENVIRON SCI POLLUT R, 31(2024) 65866-65883.

  • M.M. Ren, W. Sun, S. Chen, D.C. Zeng, Y.T. Xie, Inconsistent Monthly Runoff Prediction Models Using Mutation Tests and Machine Learning, WATER RESOUR MANAG, (2024).

  • C. Dai, X.L. Zhang, X.Z. Tan, M.C. Hu, W. Sun, A stochastic simulation-based chance-constrained programming model for optimizing watershed best management practices for nonpoint source pollution control under uncertainty, J HYDROL, 632 (2024).

  • Y.E. Lin, D.G. Wang, J.X. Zhu, W. Sun, C.P. Shen, S.G. Wei, Development of objective function-based ensemble model for streamflow forecasts, J HYDROL, 632 (2024).
  • Y Xie, W Sun, M Ren, S Chen, Z Huang, X Pan, Stacking Ensemble Learning Models for Daily Runoff Prediction using 1D and 2D CNNs, Expert Systems with Applications, 217, (2023) 119469.
  • Y.J. Ren, G.W. Shi, W. Sun, Annual forecasting of high-temperature days in China through grey wolf optimization-based support vector machine ensemble, INT J CLIMATOL, 43 (2023) 2521-2540.

  • X.Z. Xu, A.L. Wei, S.J. Tang, Q. Liu, H.X. Shi, W. Sun, Prediction of nitrous oxide emission of a municipal wastewater treatment plant using LSTM-based deep learning models, ENVIRON SCI POLLUT R, (2023).

  • Y.E. Lin, D.G. Wang, Y. Meng, W. Sun, J.X. Qiu, W. Shangguan, J.H. Cai, Y. Kim, Y.J. Dai, Bias learning improves data driven models for streamflow prediction, J HYDROL-REG STUD, 50 (2023).

  • Y Ji, W Sun, Y Liu, Q Liu, J Su, GH Huang, J Zhao. Inexact fuzzy-flexible left-hand-side chance-constrained programming for agricultural nonpoint-source water quality management, Science of The Total Environment, 854, (2023) 158565.

  • S. Chen, M. Ren, W Sun,  Combining two-stage decomposition based machine learning methods for annual runoff forecasting, Journal of Hydrology, 603 (2021) 126945.

  • J. Yang, R. Yan, M. Nong, J. Liao, F. Li, W. Sun, PM2.5 concentrations forecasting in Beijing through deep learning with different inputs, model structures and forecast time, Atmospheric Pollution Research, 12 (2021) 101168.

  • M. Ren, W. Sun, S. Chen, Combining machine learning models through multiple data division methods for PM2.5 forecasting in Northern Xinjiang, China, Environmental Monitoring and Assessment, 193 (2021) 476.

  • R. Yan, J. Liao, J. Yang, W. Sun, M. Nong, F. Li, Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering, Expert Systems with Applications, 169 (2021) 114513.

  • M. De Coste, Z. Li, D. Pupek, W. Sun, A hybrid ensemble modelling framework for the prediction of breakup ice jams on Northern Canadian Rivers, Cold Regions Science and Technology, 189 (2021) 103302.

  • K. Khosravi, A. Golkarian, M.J. Booij, R. Barzegar, W. Sun, Z.M. Yaseen, A. Mosavi, Improving daily stochastic stream flow prediction: comparison of novel hybrid data-mining algorithms, Hydrological Sciences Journal-Journal Des Sciences Hydrologiques, 66 (2021) 1457-1474.

  • M. Hu, J. Xiao, B. Fan, W. Sun, S. Zhu, Constructing and selecting optimal sustainable sanitation system based on expanded structured decision-making for global sanitation and resources crisis, Journal of Cleaner Production, 318 (2021) 128598.

  • G.M. Du, Y.B. Chen, W. Sun, GIS-Based Niche Hybrid Bat Algorithm for Solving Optimal Spatial Search, Mathematical Problems in Engineering, 2020 (2020).

  • W. Sun, Y. Lv, G.C. Li, Y.M. Chen, Modeling River Ice Breakup Dates by k-Nearest Neighbor Ensemble, Water, 12 (2020).

  • Y. Lv, S.S. Wang, Z.Y. Gao, X.J. Li, W. Sun, Design of a heuristic environment-friendly road pricing scheme for traffic emission control under uncertainty, Journal of Environmental Management, 236 (2019) 455-465.

  • X.J. Li, Y. Lv, W. Sun, L. Zhou, Cordon- or Link-Based Pricing: Environment-Oriented Toll Design Models Development and Application, Sustainability, 11 (2019).

  • W. Sun, Q. Shi, Y. Huang, Y. Lv, Ensemble Learning Enhanced Stepwise Cluster Analysis for River Ice Breakup Date Forecasting, Journal of Environmental Informatics Letters, 1 (2019) 37-47.

  • C. Dai, Y.P. Li, Y.P. Cai, W. Sun, G.H. Huang, A Support Vector Regression and Monte Carlo Simulation - based Interval Two-Stage Programming for Environmental Systems Planning in Beijing, Environmental Engineering and Management Journal, 18 (2019) 329-348.

  • G.C. Li, W. Sun, Y. Lv, G.H. Cheng, Y.M. Chen, G.H. Huang, Interval joint-probabilistic chance-constrained programming with two-side multi-randomness: an application to energy-environment systems management, Stochastic Environmental Research and Risk Assessment, 32 (2018) 2093-2110..

  • W Sun, B Trevor, A Stacking Ensemble Learning Framework for Annual River Ice Breakup Dates, Journal of Hydrology, 561 (2018), 636-650

  • W Sun, B Trevor. Multiple Model Combination Methods for Annual Maximum Water Level Prediction during River Ice Breakup. Hydrological Processes, 32 (2018), 421–435

  • W Sun, River ice breakup timing prediction through stacking multi-type model trees. Science of the Total Environment 644 (2018), 1190–1200

  • GC Li, W Sun, GH Huang, Y Lv, Z Liu, C An Planning of integrated energy-environment systems under dual interval uncertainties, International Journal of Electrical Power & Energy Systems 100 (2018), 287-298

  • W Sun, B Trevor. Combining k-Nearest-Neighbor Models for Annual Breakup Peak Flow Forecasting. Cold Regions Science and Technology 143 (2017), 59-69 

  • Hu M, GH Huang, W Sun, X Ding, Y Li, B Fan. Optimization and Evaluation of Environmental Operations for Three Gorges Reservoir. Water Resources Management. 30 (2016) 3553-76. 

  • Ji Y, G Huang, W Sun, Y Li. Water quality management in a wetland system using an inexact left-hand-side chance-constrained fuzzy multi-objective approach. Stochastic Environmental Research and Risk Assessment. 30 (2016) 621-33. 

  • Ji Y, G Huang, W Sun. Risk assessment of hydropower stations through an integrated fuzzy entropy-weight multiple criteria decision making method: A case study of the Xiangxi River. Expert Systems with Applications. 42 (2015) 5380–9. 

  • Ji Y, G Huang, W Sun. Nonpoint-Source Water Quality Management Under Uncertainty Through an Inexact Double-Sided Chance-Constrained Model. Water Resources Management. 29 (2015) 3079-94. 

  • W Sun, C An, G Li, Y Lv. Applications of inexact programming methods to waste management under uncertainty: current status and future directions. Environmental Systems Research. 3 (2014) 15.

  • Ji Y, GH Huang, W Sun. Inexact Left-Hand-Side Chance-Constrained Programming for Nonpoint-Source Water Quality Management. Water, Air, & Soil Pollution. 225 (2014) 1-14.

  • Hu M, GH Huang, W Sun, Y Li, X Ding, C An, et al. Multi-objective ecological reservoir operation based on water quality response models and improved genetic algorithm: A case study in Three Gorges Reservoir, China. Engineering Applications of Artificial Intelligence. 36 (2014) 332–46. 

  • Hu, M. Huang, G. H., W Sun, and Li, Y. P. (2013) Inexact quadratic joint-probabilistic programming for water quality management under uncertainty in the Xiangxi River, China. Stochastic Environmental Research and Risk Assessment. 27(5) 1115–1132 

  • S. Zhao, G. H. Huang, G. H. Cheng, W. Sun , Q. Su, Z. Y. Tao, S. G. Wang. A stepwise-cluster inference model for phenanthrene immobilization at aqueous/modified palygorskite interface. Water 9 (2017) 590 

  • Hu M, B Fan, W Sun , H Wang, B Qu, S Zhu. Constructing the ecological sanitation: A review on technology and methods. Journal of Cleaner Production. 125 (2016) 1-21. 

  • Zhu J, W Huang, W Sun , G Huang. A Waste Management Model associated with Public-Private Partnership in Hamilton, Ontario, Canada. Journal of Environmental Engineering. 142 (2016). 

  • Dai C, W Sun , Q Tan, Y Liu, W Lu, H Guo. Risk management for sulfur dioxide abatement under multiple uncertainties. Frontiers of Earth Science. 10 (2016) 87-107. 

  • Xin X, G Huang, W Sun , Y Zhou, Y Fan. Factorial Two-Stage Irrigation System Optimization Model. Journal of Irrigation and Drainage Engineering. 142 (2016) 04015056. 

  • Xin X, G Huang, X Zhou, W Sun , C Jin, W Jiang, et al. Potential antifouling compounds with antidiatom adhesion activities from the sponge-associated bacteria, Bacillus pumilus. Journal of Adhesion Science and Technology. (2016) 1-16. 

  • Lv Y, X Yan, W Sun , Z Gao. A risk-based method for planning of bus-subway corridor evacuation under hybrid uncertainties. Reliability Engineering & System Safety. 139 (2015) 188–99. 

  • Li, G.C., Huang, G.H., W Sun  and Ding, X. W. (2014) An inexact optimization model for energy-environment systems management in the mixed fuzzy, dual-interval and stochastic environment. Renewable Energy, 64, 153–163 

  • Hu Q, G Huang, Y Cai, W Sun . Planning of Electric Power Generation Systems under Multiple Uncertainties and Constraint-Violation Levels. Journal of Environmental Informatics. 23 (2014) 55-64. 

  • Dai C, XH Cai, YP Cai, HC Guo, W Sun , Q Tan, et al. An integrated simulation and optimization approach for managing human health risks of atmospheric pollutants by coal-fired power plants. Journal of the Air & Waste Management Association. 64 (2014) 704-20. 

  • Dai C, Y Cai, Y Li, W Sun , X Wang, H Guo. Optimal strategies for carbon capture, utilization and storage based on an inexact mλ-measure fuzzy chance-constrained programming. Energy. 78 (2014) 465–78. 

  • Huang Y-L, W Sun , Q-Q Su. Environmental Issues for the Chinese Strong Aromatic Liquor Industry: an Assessment for the Brewing System. Environmental Modeling & Assessment. 19 (2014) 153-65. 

  • Ji Y, GH Huang, W Sun . Research on IFP Method for Water Quality Management. Advanced Research on Energy, Chemistry and Materials Application. 848 (2014) 259-62.

  • Lv, Y., Huang, G. H., Guo, L., Li Y. P., Dai, C., Wang, X. W. and Sun, W. , (2013) A Scenario-based Modeling Approach for Emergency Evacuation Management and Risk Analysis under Multiple Uncertainties. Journal of Hazardous Materials, 246–247, 234–244. 

  • Lv, Y., Huang, G. H., and W Sun , (2013) A Solution to the Water Resources Crisis in Wetlands: Development of a Scenario-Based Modelling Approach with Uncertain Features, Science of Total Environment. 442, 515–526. 

  • W Sun , Huang, G.H., Lv, Y., and Li, G.C. (2013) Inexact Joint-Probabilistic Chance-Constrained Programming with Left-Hand-Side Randomness: An Application to Solid Waste Management. European Journal of Operational Research 228, (1) 217–225

  • W Sun , Huang ,G. H., Lv, Y., and Li, G. C. (2012) Waste management under multiple complexities: Inexact piecewise-linearization-based fuzzy flexible programming. Waste Management 32, 1244–1257 

  • Huang, Y. L., Liu, D. F., Huang, G.H., Zhu, H., Sun, W. , (2012) Simulation-based Inexact Chance-constrained Nonlinear Programming for Eutrophication Management in the Xiangxi Bay of Three Gorges Reservoir. Journal of Environmental Management. 108, 54–65 

  • An, C. J., Huang, G. H., Yao, Y., Sun, W. , and An, K., (2012) Performance of in-vessel composting of food waste in the presence of coal ash and uric acid. Journal of Hazardous Materials 203-204, 38-45

  • Lv, Y., Huang, G. H., Li, Y. P., Yang, Z. F., and Sun, W. , (2012) Development of a Sequential Decision-Making Model for Controlling Multiple Air Pollutants Under Stochastic Uncertainty, Water, Air, & Soil Pollution. 223 (1), 443-465 

  • An, C. J., Huang, G. H., Li, S., Yu H., Sun, W. , and Peng, K., (2012) Influence of uric acid amendment on the in-vessel process of composting composite food waste. Journal Of Chemical Technology And Biotechnology 87(11), 1558-1566

  • Lv, Y., Huang, G. H., Li, Y. P., and Sun, W. , (2012) Managing water resources system in a mixed inexact environment using superiority and inferiority measures, Stochastic Environmental Research & Risk Assessment, 26(5), 681-693

  • Li, Y. P., Huang, G. H., and Sun, W., (2011) Management of Uncertain Information for Environmental Systems Using a Multistage Fuzzy-Stochastic Programming Model with Soft Constraints Journal of Environmental Informatics. 18(1) 28-37

  • Lv, Y., Huang G. H. , Li ,Y. P., Yang, Z. F., Sun, W., (2011). A two-stage inexact joint-probabilistic programming method for air quality management under uncertainty, Journal of Environmental Management, 92(3), 813-826 

  • W Sun, Huang, G.H., Zeng, G.M., Qin, X.S., and Yu, H (2011) Quantitative effects of composting state variables on C/N ratio through GA-aided multivariate analysis. Science of the Total Environment, 409 (7), 1243-1254 

  • W Sun, Huang, G.H. (2010) Inexact Piecewise Quadratic Programming for Waste Flow Allocation under Uncertainty and Nonlinearity. Journal of Environmental Informatics, 16(2), 80-93. 

  • Huang, G.H. , W Sun, Nie, X.H., Qin, X.S. and Zhang, X.D. (2010). Development of a decision support system for rural eco-environmental management in Yongxin County, Jiangxi Province, China, Environmental Modelling & Software, 25(1), 25-42.

  • Sun, W., Huang, G.H. , Zeng, G.M., Qin, X.S., and Sun, X.L. (2009). A stepwise-cluster microbial biomass inference model in food waste composting, Waste Management, 29(12): 2956-2968. (IF 4.030)

  • Cai, YP; Huang, GH; Yang, ZF, and Sun, W., (2009) Investigation of public's perception towards rural sustainable development based on a two-level expert system Expert Systems with Applications 36(5), 8910-8924 

  • Huang, G.H., Qin, X.S., Sun, W., Nie, X.H., and Li, Y.P., (2009). An optimization- based decision support system for developing rural eco-environmental sustainability. Civil Engineering and Environmental Systems, 26(1): 65-83 

  • Qin, X.S., Huang, G.H., Sun, W., and Chakma, A., (2008). Optimizing groundwater remediation operations through a simulation-based stochastic- MCDA approach. Energy Sources, Part A, 30(14-15): 1300-1326.

近期项目

  • 2025-2027 广东省基础与应用基础研究基金项目（主持）

  • 2020-2025 广东省高层次人才青年项目（主持）

  • 2018-2020 中山大学百人计划项目（主持）

  • 2024-2026 广东省科技厅野外台站项目（参与）

  • 2020-2023 国家自然科学基金委员会与智利国家科学与技术研究委员会合作研究项目（参与）

  • 2020-2025 南方海洋科学与工程广东省实验室（珠海）创新团队建设项目（参与）

来访统计