职 称:副教授,硕士生导师
邮 箱:zhayuan87@whu.edu.cn; zhayuan87@gmail.com
个人网站:https://www.researchgate.net/profile/Yuanyuan-Zha
研究方向:地下水、土壤水与农业水土环境;农业水利遥感;数值模拟、数据同化与水利人工智能
招生专业:水利水电工程/水利工程
招生类型:专业学位硕士、学术学位硕士
2008年9月~2014年 12月 武汉大学 水利水电工程 工学博士
2012年8月~2014年 10月 亚利桑那大学 水文与水资源系 联合培养
2004年9月~2008年 6月 武汉大学 农业水利工程 工学学士
2015年1月~2015年12月 亚利桑那大学 博士后
2016年1月~2020年2月 武汉大学 副研究员
2020年3月~至今 武汉大学 副教授
本科生课程:《水利遥感》《地下水水文学》《灌溉排水工程学》《碳中和概论》《灌溉排水工程学课程设计》《地下水与人类文明》《地理信息系统》
研究生课程:《地下水动力学》《水利工程规划与实践》
1.国家重点研发课题,流域陆表水文关键要素反演及高精度数据集构建(2025/03-2028/02,主持)
2.湖北省自然科学基金杰青项目,湖北省水稻数字监测、智慧模拟与精准管控研究(2025/03-2028/03,主持)
3.国家自然科学基金面上项目,频域土壤水Richards方程建模问题探索研究(2025/01-2028/12,主持)
4.国家自然科学基金面上项目,土壤水跨尺度建模:以华北平原为例(2023/01-2026/12,主持)
5.国家自然科学基金面上项目,三维非均质农田水力层析扫描研究与应用(2018/01-2021/12,主持)
6.国家外国专家项目,长江流域含水层水力层析及地表水-地下水交互关系研究(2023/01-2024/12,主持)
7.国家自然科学基金青年项目,基于数值价值分析的根区土壤水分预测研究(2017/01-2019/12,主持)
8.国家重点研发子课题,温度与污染物热质耦合三维场地模型开发及数值模拟研究(2020/01-2023/12,主持)
9.国家重点研发子课题,灌区耦合系统协同演变与节水控盐减污的响应模拟(2021/11-2025/10,主持)
10.广西重点研发项目,大空间尺度下南方灌区农业需水动态识别与智慧配水技术研究(2023/06-2026/05,主持)
11.横向,多尺度水力层析数据融合三维模型及试验研究项目(2025/01-2027/08,主持)
12.横向,临湘市黄盖湖卫星遥感监测项目(2022/06-2023/12,主持)
13.横向,数值模拟性能测试***(2022/06-2022/12,主持)
2024至今 《Journal of Irrigation and Drainage Engineering》(ASCE期刊)副主编
2020至今 《Geofluids》副主编
2021至今 《节水灌溉》副主编
《Water Resources Research》《Geophysical Research Letters》等客座编辑
武汉大学青年教师讲课竞赛二等奖(2024)
华维杯全国大学生农业水利工程及相关专业创新大赛特等奖(优秀指导教师,2024)
教育部高等学校科学技术进步奖一等奖(2013,排名第15)
湖北省优秀博士论文(2016)
武汉大学351人才“珞珈青年学者”(2017)
Journal of Hydrology杰出审稿人(2017)
中国水利学会“水利青年(英文)科技论文竞赛”一等奖(2018)
湖北省楚天学者计划楚天学子(2019)
武汉大学水利水电学院优秀本科班级导师(2019、2023)
水资源与水电工程科学国家重点实验室“腾飞计划”青年人才(2020)
节水灌溉优秀审稿专家(2021)
绽放杯5G应用征集大赛5G+AI智慧农业示范项目全国赛优秀奖(2021,排名2)
绽放杯5G应用征集大赛湖北区域赛二等奖(2021,排名2)
武汉大学本科优秀教学业绩奖(2022)
武汉大学水利水电学院优秀研究生德育导师(2022)
广西科学技术进步奖三等奖(2023,排名4)
农业节水科技奖二等奖(2023,排名3)
农业节水科技奖三等奖(2023,排名5)
高等学校水利类专业教学成果奖一等奖(2023,排名5)
以第一/通讯作者在《Water Resources Research》《Hydrology and Earth Systems Science》《Journal of Hydrology》《Agricultural Water Management》《Advances in Water Resources》《European Journal of Agronomy》《Precision Agriculture》等国内外知名期刊发表论文近100篇,WOS引用2300次,部分代表性成果如下:
1.Guo, S., Zha, Y., Xu, D., Zhong, H. & Yeh, T.-C. J. Integrated hydrothermal characterization of DNAPL source zones and subsurface heterogeneity for enhancing DNAPL thermal remediation prediction. Journal of Hazardous Materials 2025, 492, 138027. (一区TOP)
2.Zhang Y, Jin X, Shi L, Wang Y, Qiao H, Zha Y. A hybrid method for water stress evaluation of rice with the radiative transfer model and multidimensional imaging. Plant Phenomics. 2025, 7(1):100016. (一区TOP)
3.Ji, Y., Zha, Y. & Gong, X. Exploring different representations of hydraulic tomographic data for deep learning: Sequence or image. Journal of Hydrology 2025, 648, 132368. (一区TOP)
4.Zou L, Shao D, Zha Y, Diao Y, Chen S, Gu W. Agricultural Irrigation Exacerbates Humid Heat Stress in the Mid‐Lower Reaches of the Yangtze River. Geophysical Research Letters. 2024, 51. (一区TOP)
5.Wang Y, Zha Y. Comparison of transformer, LSTM and coupled algorithms for soil moisture prediction in shallow-groundwater-level areas with interpretability analysis. Agricultural Water Management. 2024, 305,109120. (一区TOP)
6.Ji Y, Zha Y, Yeh TC, Shi L, Wang Y. Groundwater inverse modeling: Physics-informed neural network with disentangled constraints and errors. Journal of Hydrology. 2024, 640:131703. (一区TOP)
7.Xu D, Hu X, Zha Y, Yeh TCJ. Exploiting electrical resistivity tomography for hydraulic tomography: Sandbox experiments. Advances in Water Resources. 2024, 192:104778. (一区TOP)
8.Zhu, J.; Zha, Y.; Yeh, T.-C. J.; Illman, W. A. Comparing Sensitivities of Groundwater Head to Variations in Hydraulic Parameters under Boundary Conditions of River Stage Rise and Tidal Variation. Journal of Hydrology 2024, 636, 131262. (一区TOP)
9.Zhu, J.; Zha, Y.; Illman, W.; Xu, D. Inverse Modeling of Frequency Domain-Based One-Dimensional Soil Water Flow in Layered Soils. Journal of Hydrology 2024, 131296. (一区TOP)
10.Li, P.; Zha, Y.; Zhang, Y.; Tso, M.; Attinger, S.; Samaniego, L.; Peng, J. Deep Learning Integrating Scale Conversion and Pedo-Transfer Function to Avoid Potential Errors in Cross-Scale Transfer. Water Resources Research 2024, 60, e2023WR035543. (一区TOP)
11.Fang, W.; Zhou, L.; Li, Y.; Li, H.; Zhong, H.; Zha, Y. Heat and Mass Transfer Based on the Low-Temperature Thermal Treatment of Hydrocarbons-Impacted Soil: A Numerical Simulation and Sandbox Validation. Journal of Hazardous Materials 2024, 133999. (一区TOP)
12.Nadeem, A. A.; Zha, Y.; Shi, L.; Zafar, Z.; Ali, S.; Zhang, Y.; Altaf, A. R.; Afzal, M.; Zubair, M. SAFER-ET Based Assessment of Irrigation Patterns and Impacts on Groundwater Use in the Central Punjab, Pakistan. Agricultural Water Management 2023, 289, 108545. (一区TOP)
13.Li, P.; Zha, Y.; Zuo, B.; Zhang, Y. A Family of Soil Water Retention Models Based on Sigmoid Functions. Water Resources Research 2023, 59,e2022WR033160. (一区TOP)
14.Guo, S.; Zha, Y.; Zhong, H.; Wang, X.; Xu, D. Numerical Investigations of Influence on Thermal Conductive Heating in DNAPL-Impacted Soils by Heterogeneity. Journal of Contaminant Hydrology 2023, 104232.
15.Zhang, Y.; Zha, Y.; Jin, X.; Wang, Y.; Qiao, H. Changes in Vertical Phenotypic Traits of Rice (Oryza Sativa L.) Response to Water Stress. Frontiers in Plant Science 2022, 13, 942110. (二区TOP)
16.Yu, D.; Zha, Y.; Sun, Z.; Li, J.; Jin, X.; Zhu, W.; Bian, J.; Ma, L.; Zeng, Y.; Su, Z. Deep Convolutional Neural Networks for Estimating Maize Above-Ground Biomass Using Multi-Source UAV Images: A Comparison with Traditional Machine Learning Algorithms. Precision Agriculture 2022. (二区TOP)
17.Yu, D.; Zha, Y.; Shi, L.; Ye, H.; Zhang, Y. Improving Sugarcane Growth Simulations by Integrating Multi-Source Observations into a Crop Model. European Journal of Agronomy 2022, 132, 126410. (一区TOP)
18.Zhu, L.; Shen, T.; Ma, R.; Fan, D.; Zhang, Y.; Zha, Y. Development of Cracks in Soil: An Improved Physical Model. Geoderma 2020, 366 (1), 114258. (一区TOP)
19.Zha, Y.; Shi, L.; Liang, Y.; Tso, C. H. M.; Zeng, W.; Zhang, Y. Analytical Sensitivity Map of Head Observations on Heterogeneous Hydraulic Parameters via the Sensitivity Equation Method. Journal of Hydrology 2020, 591, 125282. (一区TOP)
20.Yu, D.; Zha, Y.; Shi, L.; Jin, X.; Hu, S.; Yang, Q. Improvement of Sugarcane Yield Estimation by Assimilating UAV-Derived Plant Height Observations. European Journal of Agronomy 2020, 121, 126159. (一区TOP)
21.Li, P.; Zha, Y.; Tso, C. M.; Shi, L.; Yu, D.; Zhang, Y.; Zeng, W. Data Assimilation of Uncalibrated Soil Moisture Measurements from Frequency-Domain Reflectometry. Geoderma 2020, 374, 114432. (一区TOP)
22.Li, P.; Zha, Y.; Shi, L.; Tso, C. H. M.; Zhang, Y.; Zeng, W. Comparison of the Use of a Physical-Based Model with Data Assimilation and Machine Learning Methods for Simulating Soil Water Dynamics. Journal of Hydrology 2020, 584, 124692. (一区TOP)
23.Zha, Y.; Yeh, T. J.; Illman, W. A.; Mok, C.-M.; Tso, C. M.; Carrera, B. A.; Wang, Y. Exploitation of Pump-and-Treat Remediation Systems for Characterization of Hydraulic Heterogeneity. Journal of Hydrology 2019, 573, 324–340. (一区TOP)
24.Zha, Y.; Yang, J.; Zeng, J.; Tso, C.-H. M.; Zeng, W.; Shi, L. Review of Numerical Solution of Richardson-Richards Equation for Variably Saturated Flow in Soils. Wiley Interdisciplinary Reviews: Water 2019, e1364. (一区TOP)
25.Zeng, J.; Yang, J.; Zha, Y.; Shi, L. Capturing Soil-Water and Groundwater Interactions with an Iterative Feedback Coupling Scheme: New HYDRUS Package for MODFLOW. Hydrology and Earth System Sciences 2019, 23, 637–655. (一区TOP)
26.Yu, D.; Yang, J.; Shi, L.; Zhang, Q.; Huang, K.; Fang, Y.; Zha, Y. On the Uncertainty of Initial Condition and Initialization Approaches in Variably Saturated Flow Modeling. Hydrology and Earth System Sciences 2019, 23, 2897–2914. (一区TOP)
27.Zha, Y.; Yeh, T.-C. J.; Illman, W. A.; Zeng, W.; Zhang, Y.; Sun, F.; Shi, L. A Reduced-Order Successive Linear Estimator for Geostatistical Inversion and Its Application in Hydraulic Tomography. Water Resources Research 2018, 54 (3), 1616–1632. (一区TOP)
28.Zeng, J.; Zha, Y.; Yang, J. Switching the Richards’ Equation for Modeling Soil Water Movement under Unfavorable Conditions. Journal of Hydrology 2018, 563, 942–949. (一区TOP)
29.Zha, Y.; Yeh, T. J.; Shi, L.; Huang, S.; Wang, W.; Wen, J. Quasi-Steady State Conditions in Heterogeneous Aquifers during Pumping Tests. Advances in Water Resources 2017, 0, 1–16.
30.Zha, Y.; Yeh, T. J.; Illman, W. A.; Onoe, H.; W, C. M.; Wen, J.; Huang, S.; Wang, W. Incorporating Geologic Information into Hydraulic Tomography : A General Framework Based on Geostatistical Approach. Water Resources Research 2017, 53, 2850–2876. (一区TOP)
31.Zha, Y.; Yang, J.; Yin, L.; Zhang, Y.; Zeng, W.; Shi, L. A Modified Picard Iteration Scheme for Overcoming Numerical Difficulties of Simulating Infiltration into Dry Soil. Journal of Hydrology 2017, 551, 56–69. (一区TOP)
32.Zha, Y.; Yeh, T.-C. J.; Illman, W. A.; Tanaka, T.; Bruines, P.; Onoe, H.; Saegusa, H. What Does Hydraulic Tomography Tell Us about Fractured Geological Media? A Field Study and Synthetic Experiments. Journal of Hydrology 2015, 531 (1), 17–30. (一区TOP)
33.Zha, Y.; Yeh, T.-C. J.; Mao, D.; Yang, J.; Lu, W. Usefulness of Flux Measurements during Hydraulic Tomographic Survey for Mapping Hydraulic Conductivity Distribution in a Fractured Medium. Advances in Water Resources 2014, 71, 162–176.
34.Zha, Y.; Shi, L.; Ye, M.; Yang, J. A Generalized Ross Method for Two- and Three-Dimensional Variably Saturated Flow. Advances in Water Resources 2013, 54 (4), 67–77.
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