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简历:教育经历: (1) 2011-09至2015-06,中国科学院生态环境研究中心,博士 (2) 2008-09至2011-06,兰州大学生命科学学院,硕士 (3) 2004-09至2008-06,兰州大学数学与统计学院,学士 工作经历: (1) 2021-03至今,中国科学院西北生态环境资源研究院,副研究员 (2) 2016-06至2021-02,中国科学院西北生态环境资源研究院,助理研究员 (3) 2015-07至2016-05,中国科学院寒区旱区环境与工程研究所,助理研究员 研究领域:自然地理学(城市水文学,机器学习水文模型,洪涝风险评估,干旱区水资源) 职称:副研究员职务:获奖及荣誉:1. 甘肃省杰出青年基金获得者 2. 2025年甘肃省科技进步三等奖(2/5) 3. 北京市优秀毕业生 4. 中国科学院大学优秀毕业生 代表论著:1. Liu, W., Liang, Y., Feng, Q., Zeng, J., Xu, L., Engel, A. B. A comparative assessment of sampling strategies for tree-based machine learning models in urban flood susceptibility prediction with imbalanced data. Sustainable Cities and Society, 2026, 148: 107586. 2. Liu, W., Qian, Y., Yao, L., Feng, Q., Engel, A. B., Chen, W., & Yu, T. Identifying city-scale potential and priority areas for retrofitting green roofs and assessing their runoff reduction effectiveness in urban functional zones. Journal of Cleaner Production, 2022, 332: 130064. 3. Liu, W., Chang, C. A., Chen, W., Zhou, W., & Feng, Q. A framework for the urban eco-metabolism model-Linking metabolic processes to spatial patterns. Journal of Cleaner Production, 2017, 165: 168-176. 4. Liu, W., Zhang, X., Feng, Q., Engel, A. B. City-scale integrated flood risk prediction under future climate change and urbanization based on the shared socioeconomic pathways (SSP) scenarios. Journal of Hydrology, 2025, 655: 132971. 5. Liu, W., Zhang, X., Feng, Q., Engel, A. B., & Li, Z. Substrate moisture variations of extensive green roofs with different structural configurations in a semi-arid region: observational data and dynamic simulation. Journal of Hydrology, 2023, 626: 130133. 6. Liu, W., Feng, Q., Engel, A. B., Yu, T., Zhang, X., Qian, Y. A probabilistic assessment of urban flood risk and impacts of future climate change. Journal of Hydrology, 2023, 618: 129267. 7. Liu, W., Engel, A. B., Feng, Q., & Li, R. Simulating annual runoff retention performance of extensive green roofs: A comparison of four climatic regions in China. Journal of Hydrology, 2022, 610: 127871. 8. Liu, W., Engel, A. B., & Feng, Q. Modelling the hydrological responses of green roofs under different substrate designs and rainfall characteristics using a simple water balance model. Journal of Hydrology, 2021, 602: 126786. 9. Liu, W., Engel, A. B., Chen, W., Wei, W., Wang, Y., & Feng, Q. Quantifying the contributions of structural factors on runoff water quality from green roofs and optimizing assembled combinations using Taguchi method. Journal of Hydrology, 2021, 593: 125864. 10. Liu, W., Feng, Q., Chen, W., Wei, W., & Deo, C. R. The influence of structural factors on stormwater runoff retention of extensive green roofs: new evidence from scale-based models and real experiments. Journal of Hydrology, 2019, 569: 230-238. 11. Liu, W., Wei, W., Chen, W., Deo, C. R., Si, J., Xi, H., Li, B., & Feng, Q. The Impacts of Substrate and Vegetation on Stormwater Runoff Quality from Extensive Green Roofs. Journal of Hydrology, 2019, 576: 575-582. 12. Liu, W., Feng, Q., Wang, R., & Chen, W. Effects of initial abstraction ratios in SCS-CN method on runoff prediction of green roofs in a semi-arid region. Urban Forestry & Urban Greening, 2021, 65: 127331. 13. Liu, W., Feng, Q., Liang, Y., Cui, Y., Xu, L., Engel, A. B. Exploring spatiotemporal dynamics of urban flood socioeconomic exposure risk and driving factors under future precipitation change and urbanization scenarios. Journal of Environmental Management, 2025, 395: 127980. 14. Liu, W., Feng, Q., Zhang, X., Engel, A. B. Evaluating supply and demand relationship of urban flood regulation service and identifying priority areas for green infrastructure implementation in urban functional zones. International Journal of Disaster Risk Reduction, 2025, 126: 105640. 15. Zhang, X., Liu, W*., Feng, Q., & Zeng, J. Multi-objective optimization of the spatial layout of green infrastructures with cost-effectiveness analysis under climate change scenarios. Science of The Total Environment, 2024, 948: 174851. 16. Liu, W., Zhang, X., Feng, Q., Yu T., & Engel, A. B. Analyzing the impacts of topographic factors and land cover characteristics on waterlogging events in urban functional zones. Science of The Total Environment, 2023, 904: 166669. 17. Liu, W., Feng, Q., Engel, A. B., & Zhang, X. Cost-effectiveness analysis of extensive green roofs for urban stormwater control in response to future climate change scenarios. Science of The Total Environment, 2023, 856: 159127. 承担科研项目情况:1. 中国科学院战略性先导科技专项(B类)项目课题,社会-经济-生态系统全量水挖潜理论与实现路径,2023-12至2028-11,主持 2. 甘肃省杰出青年基金项目,城市内涝形成机理、风险演变趋势与适应对策,2024-7至2026-6,主持 3. 中国科学院“西部青年学者”重点项目,干旱区城市内涝驱动机制与缓解对策,2023-1至2025-12,主持 4. 国家自然科学基金面上项目,城市绿色屋顶降雨径流和污染物消减效果模拟与评估,2021-1至2024-12,主持 5. 甘肃省科技重大专项子课题,生态屏障功能提升技术集成,2023-12至2026-12,主持 6. 国家自然科学基金青年科学基金项目,绿色基础设施暴雨径流消减效能模拟与影响因素研究,2017-1至2019-12,主持 7. 中国科学院“西部之光”B类项目,绿色屋顶暴雨径流消减效能研究,2017-1至2019-12,主持 |
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