舒乐乐, 水文学博士

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水资源工程博士
博士副修计算科学


中国科学院西北生态环境资源研究院
甘肃兰州东岗西路320号
shulele@lzb.ac.cn
0931-4967095

简介 1983年生,籍贯陕西。水文学博士,现中国科学院西北生态环境资源研究院副研究员,中国科学院率先行动“百人计划”。2017年毕业于美国宾夕法尼亚州立大学土木工程系水资源工程专业,副修学位计算科学。分别于兰州大学和中科院寒旱所获得学士和硕士学位。主要研究方向为数值方法流域水文模型、地学机器学习、气候/人类活动对水循环的影响和集成模型耦合研究。

研究兴趣

  • 数值方法的流域水文模型
  • “水-陆-气”耦合模型研究
  • 空间和水文数据挖掘
  • 干旱和洪水灾害预报预警系统
  • 土地利用和气候变化对水文环境的影响
  • 从古代文明受气候变化、水循环和旱涝条件的影响

教育经历

  • 2012-2017 宾夕法尼亚州立大学 (Pennsylvania State University), 水资源工程, 博士; 辅修计算科学 (Computational Sciences) 导师:Christopher Duffy.
  • 2006-2009 中科院寒旱所, 遥感与地理信息系统,硕士。导师:南卓铜
  • 2001-2005 兰州大学,地理信息系统,学士

工作经历

  • 2020-至今 中国科学院西北生态环境资源研究院,副研究员
  • 2017-2020 加州大学戴维斯分校 (University of California, Davis),博士后研究员
  • 2012-2017 宾夕法尼亚州立大学,研究助理
  • 2011-2012 奥本大学(Auburn University),研究助理
  • 2010-2011 北京中资环钻探公司, 项目负责人

文章

科研论文

  • Shu, L., Ullrich, P. A., and Duffy, C. J.: Simulator for Hydrologic Unstructured Domains (SHUD v1.0): numerical modeling of watershed hydrology with the finite volume method, Geosci. Model Dev., 13, 2743–2762, https://doi.org/10.5194/gmd-13-2743-2020, 2020.
  • Garijo, D., Khider, D., Ratnakar, V., Gil, Y., Deelman, E., da Silva, R. F., Shu, L., … et al. (2019). An Intelligent Interface for Integrating Climate, Hydrology, Agriculture, and Socioeconomic Models. In Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion (pp. 111–112). New York, NY, USA: Association for Computing Machinery. https://doi.org/10.1145/3308557.3308711
  • Yu, X., Lamačová, A., Shu, L., Duffy, C., Krám, P., Hruška, J., … Lin, K. (2019). Data rescue in manuscripts: a hydrological modelling study example. Hydrological Sciences Journal, 1–7. https://doi.org/10.1080/02626667.2019.1614593
  • Ward, N. K., Fitchett, L., Hart, J. A., Shu, L., Stachelek, J., Weng, W., … Weathers, K. C. (2019). Integrating fast and slow processes is essential for simulating human–freshwater interactions. Ambio, 48(10), 1169–1182. https://doi.org/10.1007/s13280-018-1136-6
  • Cobourn, K. M., Carey, C. C., Boyle, K. J., Duffy, C., Dugan, H. A., Farrell, K. J., Shu, L., … Zhang, Y. (2018). From concept to practice to policy: modeling coupled natural and human systems in lake catchments. Ecosphere, 9(5), e02209. https://doi.org/10.1002/ecs2.2209
  • 舒乐乐, 南卓铜, 基于类Twitter服务的低成本近实时野外监测数据获取系统, 冰川冻土, 2010, 32(5): 976-981
  • 南卓铜,舒乐乐,赵彦博,李新, 丁永建. 集成建模环境研究及其在黑河流域的初步应用. 中国科学E. 2011, 41(8): 1043—1054..
  • 冯克庭,南卓铜, 赵彦博,舒乐乐. 基于插件的集成建模环境原型开发研究. 遥感技术与应用. 2008, 23(5):587-591

评论文章

科普文章

发表中

  • Shu, L., Ullrich, P., Duffy, C.. rSHUD v1.0: an R package to support Unstructured Domain Modeling in hydrology. Geoscientific Model Development.
  • Zhang, B., Yuan, Y., Shu, L., Grosholz, E., Guo, Y., Zhai, L., Hastings, A., Cuda, J.. Qiu, J..Scaling up from plant stress response in greenhouse to landscape scale suitability for the distribution of an invasive species, Ecology.
  • X. Yu, Z. Xu, D. Moraetis, N. Nikolaidis, Shu, L., et al. Coupled surface-subsurface modeling of fresh submarine groundwater discharge of an island in the Mediterranean Sea. Journal of Hydrology.
  • Ladwig, R., Hanson P., Dugan H., Carey C., Zhang Y., Shu, L, Duffy C., Cobourn, K.. Disentangling the drivers of inter-annual variability in summer hypolimnetic anoxia in a eutrophic lake. Environmental Modelling & Software.
  • Gil, Y., Garijo, D., Khider, D., …, Shu, L..Taming the Complexity of Expert Models to Improve Decision Making, ACM Transactions on Interactive Intelligent Systems.
  • Shu, L., Ullrich, P., Duffy, C.. Quick automated watershed modeling with the Simulator for Hydrologic Unstructured Domains (SHUD): Essential data, simulation, applications and visualization
  • Shu, L., Duffy, C.. Land, water & change: A case study in the Conestoga watershed PA.
  • Shu, L., Duffy, C., French, K., Martha T. D.. Land, water & change at Tikal: Modeling an Ancient Urban Watershed from Empirical Data
  • Shu, L., Duffy, C., Garijo, D., Khider, D., Gil, Y., Automation of Physics-Based, Distributed Hydrologic Models in Developing Countries: From Qualitative Data to Quantitative Decision Making
  • Khandelwal, A., Shu, L., Duffy C., Kumar, V.. Calibration of Physics-Based Hydrologic Models From Remote Sensing
  • Shu, L., Duffy, C., Hydroclimatic Evaluation of Intervention Infrastructure in Developing Countries
  • Shu, L., Duffy, C., Khandelwal, A., Kumar, V.. Meta-models as support for distributed modeling in ungauged catchments

审稿杂志

  • Environmental Modeling and Software (影响因子: 4.55,中科院一区)
  • Journal of Geophysical Research - Atmospheres (影响因子: 3.63,Nature Index期刊)
  • Elementa: Science of the Anthropocene (影响因子: 3.6,中科院三区)

会议报告

  • 2019.12, Quick and reproducible automated watershed modeling with the SHUD: Essential data, simulation, applications and visualization, AGU, San Francisco, California, USA
  • 2018.12 Model simulated spatial distribution and the variation of ground water level in Sacramento Watershed, California from 1985 to 2017, AGU, Washington, DC, USA
  • 2018.04 Groundwater and Snow Storage Simulation with PIHM, California Water& Environmental Modeling Forum, Sacramento, California, USA
  • 2017.12 Coupling Cellular Automata Land Use Change with Distributed Hydrologic models, AGU, New Orleans, Louisiana, USA
  • 2015.12 Catchment hydrological change from soil degradation — A model study for assessing urbanization on the terrestrial water cycle AGU, San Francisco, California, USA
  • 2015.03 Reconstructing the role of landuse change on water yield at the Maya urban center Tikal, Guatemala [700-800 AD], Penn State Graduate Exhibition, University Park, Pennsylvania, USA
  • 2014.12 Reconstructing the role of landuse change on water yield at the Maya urban center Tikal, Guatemala [700-800 AD], AGU, San Francisco, California, USA
  • 2014.10 PIHM and PIHMgis workshop. Global Lake Ecological Observatory Network (GLEON) 16, Orford, Quebec, Canada
  • 2014.09 Green Infrastructure and Stormwater Management SAC Meeting
2013.12 Center for Green Infrastructure and Stormwater Management: Urbanization-driven hydrological process change in Lancaster of Pennsylvania,AGU, San Francisco, California, USA

科研项目

  • 2019 Knowledge-Guided Machine Learning: A Framework to Accelerate Scientific Discovery (NSF #1934600)
  • 2018 Model Integration through Knowledge-Rich Data and Process Composition (DARPA, 模型研发资助)
  • 2017 An Integrated Evaluation of the Simulated Hydroclimate System of the Continental US (DOE DE-FOA-0001531, 模型研发资助)
  • 2017 Advanced Statistical-Dynamical Downscaling Methods and Products for California Electrical System Climate Planning (CEC EPC-16-063,博后资助)
  • 2015 CNH-L: Linking Landuse Decision Making, Water Quality, and Lake Associations to Understand Human-Natural Feedbacks in Lake Catchments (NSF #1517823, 模型研发资助)
  • 2013 Land, Water, and Territory: A 3,000-Year Study of Niche Construction and Cultural Evolution in the Tikal National Park, Guatemala (NSF #1211809, 博士论文资助)
  • 2012 Hydrologic and Water Quality Modeling for Green Infrastructure (R835142C003, 博士奖学金资助)
  • 2009 中国科学院知识创新工程重要方向项目群“地表过程集成系统研究”项目“地表过程建模环境和模型集成研究”
  • 2008 黑河联合遥感实验 (HiWATER)
  • 2008 科技部863自由探索课题“基于科学模型和三维游戏体验的黑河流域水土资源可持续发展决策支持系统”
  • 2006 基于GIS的黑河流域水文水资源集成建模环境研究

可授课程

  • 水文学: 水文基本过程和各过程的计算方法。
  • 地理信息系统: GIS基础理论,GIS工具。使用QGIS和GRASS GIS.
  • 地球科学的数学方法:主讲有限差分算法求解常/偏微分方程
  • 数据挖掘、机器学习:使用数据挖掘方法解决自然科学问题,包括数据挖掘方法的编程。
  • R/Python编程: 使用R/Python实现自然科学中的数据读取、绘图和分析。
  • 数据结构与算法: 计算机编程语言中如何组织数据和高效计算。使用C和C++作为编程语言。
  • 有限差分、有限元、边界元方法:如何利用三种方法解常微分方程,以及评价方法稳定性、精确性和收敛性。