李芳芳

李芳芳，女，八零后，中国农业大学水利与土木工程学院水利系教授、博士生导师、国家级青年人才。2003年考入清华大学水利水电工程系，2007年保送直博，2012年获得清华大学工学博士学位，师从王光谦院士。期间获得过钱宁综合奖学金一等、北京市三好学生等奖励。先后赴台湾新竹清华大学、美国康奈尔大学（Cornell University）交流学习，师从王竹方教授、Christine A.Shoemaker院士。2012-2014年在中国长江三峡集团公司从事博士后研究工作。2014年入职中国农业大学康绍忠院士团队。

致力于解决水光互补系统中的输入不确定性、运行多目标性以及多级系统复杂性等关键问题，以提高系统综合运行水平为目标，开展水光互补系统优化调度运行的基础及应用性研究。在水资源优化配置、多能互补等领域，发表学术论文六十余篇，其中SCI期刊论文 五十余 篇（第一/通讯作者收录 逾40 篇）。论文多发表在水文水资源领域权威期刊，发表刊物包括《Water Resources Research》、《Journal of Hydrology》、《Applied Energy》、《Environmental Modeling & Software》、《Journal of Water Resources Planning & Management》、《水力发电学报》等行业顶级学术期刊，一篇发表在《Applied Energy》（IF=8.6）上的文章入选ESI高被引论文；申请和授权国家发明专利 3 项，登记软件著作权 4 项；出版个人学术专著1部；参与完成的成果获得教育部科技进步二等奖1项、青海省科技厅成果鉴定1项；2018 年入选北京市科学技术协会青年人才托举工程，2020年入选青海省“昆仑学者”，2021年入选教育部重大人才计划青年项目，受聘青海大学-清华大学三江源研究“三江学者”，担任北京市农业工程学会理事。先后在IAHR 第34-36 届会议、EWRI 2011-2015、第18-20 届海峡两岸水利科技交流研讨会等国内外水资源领域重要会议上完成学术报告。研究成果得到美国、加拿大、意大利、波兰、马来西亚、伊朗、中国、中国台湾等多个国家和地区知名学者的积极评价和引用，引用刊物几乎涵盖水资源、新能源领域的权威期刊。近年来主持了国家自然科学基金青年项目、面上项目等多项国家级科研项目，承担了黄河上游公司、水电总院、三峡公司等单位委托的多项工程应用项目，服务国家水光互补工程及水电建设重大需求。

实验室学生研究成果：

l王治玉（2016级学硕，去向：山农水利电力学院，讲师）

[1] Decomposition-ANN methods for long-term discharge prediction based on Fisher's Ordered Clustering with MESA, Water Resources Management, 2019, 33(9): 3095-3110.

[2] Long-term streamflow forecasting using Artificial Neural Network based on preprocessing technique, Journal of Forecasting, 2019, 38(3): 192-206.

[3] Hybrid models combining EMD/EEMD and ARIMA for long-term streamflow forecasting, Water, 2018, 10(7): 0-853.

l刘聪敏（2017级学硕，去向：北京师范大学，攻读博士学位）

[1] Balancing ecological requirements and power generation in reservoir operation in fish spawning seasons, Journal of Water Resources Planning and Management, 2020,146,9

[2] Recovery degree of the natural flow regimes and the corresponding economic costs for reservoir operation in fish spawning seasons, International Journal of Environmental Research and Public Health, 2019, 16(10): 0-1699.

[3] Quantitative identification of natural flow regimes in fish spawning seasons, Ecological Engineering, 2019, 138: 209-218.

l安晓洁（2017级专硕，去向：山东省水利科学研究院，事业编制）

[1] Forecasting solar irradiation based on influencing factors determined by linear correlation and stepwise regression, Theoretical and Applied Climatology, 2020, 2020(140): 253-269.

l赵康（2018级专硕，去向：水利部节约用水促进中心，公务员）

[1] Modes of exploitation of atmospheric water resources in the Qinghai-Tibet plateau, International Journal of Climatology, 2021, 1-10.

l路后亮（2018级直博生，在读）

[1] Temporal and spatial variations in the sub-daily precipitation structure over the Qinghai–Tibet Plateau (QTP), Science of The Total Environment, 2024 

[2] Indices for exploring information in Lorentz curve of daily precipitation and their application in natural disaster risk assessment. Journal of Hydrology, 2021,603,126840.

[3] Modified precipitation efficiency based on horizontal flux of water vapor, Water Resources Research, 在投

[4]  Zoning of precipitation regimes on the Qinghai–Tibet Plateau and its surrounding areas responded by the vegetation distribution, Science of The Total Environment

[5] 基于降雨时间结构分析的黄河源区声波增雨外场试验效果评价,应用基础与工程科学学报，2020,3

l曹涵（2019级学硕，去向：山东省临沂市组织部，公务员）

[1] Micro-droplet deposition and growth on a glass slide driven by acoustic agglomeration.  Experiments in Fluids. 2021, 62(127).

[2] Daily streamflow forecasting based on flow pattern recognition. Water Resources Management, 2021，

[3] Interaction between thunder and cloud droplets: numerical simulation, Water, 2022

l郏颖慧（2019级学硕，去向：清华大学，攻读博士学位）

[1] Mechanism of cloud droplet motion under sound wave actions, JournalofAtmosphericandOceanicTechnology, 2020, 37 (9):1539–1550.

[2] A novel Crow Swarm Optimization algorithm (CSO) coupling Particle Swarm Optimization (PSO) and Crow Search Algorithm (CSA), Computational Intelligence and Neuroscience, 2021,6686826

[3] A density estimation model of plateau pika (Ochotona curzoniae) supporting camera monitoring programs, Ecology and Evolution, 2021,11:10566–10581

[4]  The distribution and behavioral characteristics of plateau pikas (Ochotona curzoniae), Zookeys, 2021, 1059:157-171

[5]  Interaction between strong sound waves and cloud droplets: theoretical analysis. Journal of Applied Meteorology and Climatology, 2021

[6] 基于Maxey-Riley方程的强声波作用下云滴驱动力特征研究，在投

l左慧敏（2019级直博，去向：浙江水利水电学院，讲师）

[1]Evaluating the cloud effect on solar irradiation by three-dimensional cloud information, Solar Energy, 2024

[2]Ten-minute prediction of solar irradiance based on cloud detection and a long short-term memory (LSTM) model, Energy Reports, 2022

[3]Ultra-short-term forecasting of global horizontal irradiance (GHI) integrating all-sky images and historical sequences, Journal of Renewable and Sustainable Energy, 2023

[4]Changes in photovoltaic power output variability due to climate change in China: A multi-model ensemble mean analysis, Journal of Renewable and Sustainable Energy, 2024

[5]A Developed Criminisi algorithm based on Particle Swarm Optimization (PSO-CA) for Image Inpainting, Journal of Supercomputing, 2024

[6]An Improved Cross-Correlation Method for Efficient Clouds Forecasting, Theoretical and Applied Climatology，2024.

[7]Hybrid Cloud Detection Algorithm Based on Intelligent Scene Recognition. Journal of Atmospheric and Oceanic Technology, 2022

l王鸿儒（2020级学硕，去向：香港中文大学，攻读博士学位）

[1] Maximizing both the firm power and power generation of hydropower station considering the ecological requirement in fish spawning season. Energy Strategy Reviews, 2020, 30, 100496.

[2] Shrinking Pareto Fronts to guide reservoir operation by qualifying competition among multiple objectives, Water Resources Research, 2022.

[3] Software for reservoir management to simultaneously optimise sediment transportation and power generation, Journal of Environmental Management, 2022.

[4] Occurrence Frequency of Global Atmospheric River (AR) Events: A Data Fusion Analysis of 12 Identification Datasets, Journal of Geophysical Research: Atmospheres, 2024

l 田凯鹏（2020级专硕，去向：中国建筑第四工程局有限公司，北京）

l  张楠（2022级专硕，去向：杭州市上城区，公务员）

l  李梦佳 （2022级学硕）

l 周涵（2022级普博,在读）

[1] Intelligent monitoring of water quality based on image analytics, Journal of Contaminant Hydrology, 2023

l 黄晨（2019级本科毕业设计，去向：中国农业大学硕士，在读）

[1] Microscopic experimental study on acoustic agglomeration of the droplets on wall, Thermal Science,2021

l 程亮（2019级本科毕业设计，去向：清华大学直博，在读）

l 汪斯雅（2018-2019URP，去向：北京大学硕士，在读）

[1] Hybrid decomposition-reconfiguration models for long-term solar radiation prediction only using historical radiation records, Energies, 2018, 11(6): 0-1376.

[2] Long term rolling prediction model for solar radiation combining Empirical Mode Decomposition (EMD) and Artificial Neural Network (ANN) techniques, Journal of Renewable and Sustainable Energy, 2018, 10(1): 0-013704.

l 李雪莹（2016-2017URP，去向：清华大学直博，在读）

[1] A new evaluation for water transfer optimal schemes with the consideration of reliability, stability, and severity, Water Resources Management, 2017, 31(9): 2823-2836.

[2] Simulation of reservoir sediment flushing of the Three Gorges Reservoir using an Artificial Neural Network, Applied Sciences-Basel, 2016, 6(5).

实验室每年招收博士生1-2名、硕士生2名。

同时欢迎水利工程专业的博士前来做博士后。

对研究生考生的基本要求：

（1）人生规划与从事学术研究相关，对科学问题感兴趣，喜欢钻研；

（2）正直诚实，有责任感；

（3）数学、英语成绩优异；

（4）有科创经历，发表过高水平SCI论文者优先。

 

本科生课程：近十年课程数据

论文题目	刊物名称	收录类别	发表年月	第一作者或全部作者	第一作者单位	排名
Daily streamflow forecasting based on flow pattern recognition	Water Resources Management	SCI	2021	Fang-Fang Li	China Agricultural University	1
The distribution and behavioral characteristics of plateau pikas (Ochotona curzoniae)	Zookeys	SCI	2021	Jun Qiu	Qinghai University	通讯
A density estimation model of plateau pika (Ochotona curzoniae) supporting camera monitoring programs	Ecology and Evolution	SCI	2021	Ying-Hui Jia	China Agricultural University	通讯
A novel Crow Swarm Optimization algorithm (CSO) coupling Particle Swarm Optimization (PSO) and Crow Search Algorithm (CSA)	Computational Intelligence and Neuroscience	SCI	2021	Ying-Hui Jia	China Agricultural University	通讯
Modes of exploitation of atmospheric water resources in the Qinghai–Tibet plateau	International Journal of Climatology	SCI	2021	Fang-Fang Li	China Agricultural University	1
Multiobjective reservoir optimization considering sedimentation applied to the Three Gorges Reservoir	Journal of Water Resources Planning and Management	SCI	2021	Jun Qiu	Tsinghua University	通讯
Interaction between strong sound waves and cloud droplets: Cloud chamber experiment	Applied Acoustics	SCI	2021	Jun Qiu	Tsinghua University	通讯
Interaction between Strong Sound Waves and Cloud Droplets: Theoretical Analysis	Journal of Applied Meteorology and Climatology	SCI	2021	Ying-Hui Jia	China Agricultural University	2
Indices for exploring information in Lorentz curve of daily precipitation and their application in natural disaster risk assessment	Journal of Hydrology	SCI	2021	Hou-Liang Lu	China Agricultural University	2
Micro-droplet deposition and growth on a glass slide driven by acoustic agglomeration	Experiments in Fluids	SCI	2021	Han Cao	China Agricultural University	2

软件著作 专利