基于可变模糊识别模型的水环境系统恢复力评价
陈燕飞, 张翔*, 杨静. "基于可变模糊识别模型的水环境系统恢复力评价." 武汉大学学报(工学版). 2014, 47(3): 341-349.
CV
Education
- 2009/09 - 2013/06, B.S. in Hydrology and Water Resources Engineering, Yangtze University
- 2013/09 - 2021/12, Ph.D in Hydraulic Engineering, China University of Geosciences (successive master-doctor program)
Work experience
- 2013/3 - 2021/12: Research Assistant
- China University of Geosciences
- Supervisor: Professor Zhonghua Tang
- 2018/2 - 2018/8: Short-term Visiting Scholar
- Department of Scientific Computing, Florida State University
- Supervisor: Professor Ming Ye
- 2019/3 - 2020/11: Visiting Scholar and Laboratory Assistant
- Department of Earth, Ocean, and Atmospheric Science, Florida State University
- Supervisor: Professor Ming Ye
Publications
Combining AHP and genetic algorithms approaches to modify DRASTIC model to assess groundwater vulnerability: a case study from Jianghan Plain, China
Jing Yang, Zhonghua Tang*, Tian Jiao, Akhtar Malik Muhammad. "Combining AHP and genetic algorithms approaches to modify DRASTIC model to assess groundwater vulnerability: a case study from Jianghan Plain, China." Environmental Earth Sciences. 2017, 76: 426.
江汉平原地下水中硝酸盐的分布及影响因素
杨静, 肖天昀, 李海波, 王全荣*. "江汉平原地下水中硝酸盐的分布及影响因素." 中国环境科学. 2018, 38(2）: 710-718.
Using cluster analysis for understanding spatial and temporal patterns and controlling factors of groundwater geochemistry in a regional aquifer
Jing Yang, Ming Ye*, Zhonghua Tang*, Tian Jiao, Xiaoyu Song, Yongzhen Pei, Honghua Liu. "Using cluster analysis for understanding spatial and temporal patterns and controlling factors of groundwater geochemistry in a regional aquifer." Journal of Hydrology. 2020, 583: 124594.
Using t-distributed Stochastic Neighbor Embedding (t-SNE) for cluster analysis and spatial zone delineation of groundwater geochemistry data
Honghua Liu, Jing Yang*, Ming Ye*, Scott C. James, Zhonghua Tang, Jie Dong, Tongju Xing. "Using one-way and co-clustering methods to reveal spatio-temporal patterns and controlling factors of groundwater geochemistry." Journal of Hydrology. 2021, 603: 127085.
A finite particle method (FPM) for Lagrangian simulation of conservative solute transport in heterogeneous porous media
Tian Jiao, Ming Ye*, Menggui Jin*, Jing Yang. "A finite particle method (FPM) for Lagrangian simulation of conservative solute transport in heterogeneous porous media." Advances in Water Resources. 2021, 156: 104043.
Using one-way and co-clustering methods to reveal spatio-temporal patterns and controlling factors of groundwater geochemistry
Honghua Liu, Jing Yang*, Ming Ye*, Zhonghua Tang, Jie Dong, Tongju Xing. "Using one-way and co-clustering methods to reveal spatio-temporal patterns and controlling factors of groundwater geochemistry." Journal of Hydrology. 2021, 603: 127085.
A new multi-model absolute difference-based sensitivity (MMADS) method to screen non-influential processes under process model and parametric uncertainty
Jing Yang, Ming Ye*. "A new multi-model absolute difference-based sensitivity (MMADS) method to screen non-influential process under process model and parametric uncertainty." Journal of Hydrology. 2022 (In press).
Visualization of aqueous geochemistry data using Python and WQChartPy
Jing Yang, Honghua Liu, Zhonghua Tang, Luk Peeters, Ming Ye*. "Visualization of aqueous geochemistry data using Python and WQChartPy." Groundwater. 2022 (In press).
Process interactions can change process ranking in a coupled complex system under process model and parametric uncertainty
Jing Yang, Ming Ye*, Xingyuan Chen, Anthony P. Walker. "Process interactions can change process ranking in a coupled complex system under process model and parametric uncertainty." Water Resources Research. 2022 (In press).
An interactively corrected Smoothed Particle Hydrodynamics (IC-SPH) for simulating solute transport in heterogeneous porous media
Tian Jiao, Ming Ye*, Menggui Jin, Jing Yang. "An interactively corrected Smoothed Particle Hydrodynamics (IC-SPH) for simulating solute transport in heterogeneous porous media." Water Resources Research. 2022, 58, e2021WR031017. https://doi.org/10.1029/2021WR031017
Using self-organizing map and multivariate statistical methods for groundwater quality assessment in the urban area of Linyi city, China
Shiqiang LIu, Haibo Li, Jing Yang*, Mingqiang Ma, Jiale Shang, Zhonghua Tang, Geng Liu. "Using self-organizing map and multivariate statistical methods for groundwater quality assessment in the urban area of Linyi city, China." Water. 2023, 15(19): 3463. https://www.mdpi.com/2073-4441/15/19/3463
Using clustering, geochemical modeling, and a decision tree for the hydrogeochemical characterization of groundwater in an in situ leaching uranium deposit in Bayan-Uul, northern China
Haibo Li, Mengqi Liu, Tian Jiao, Dongjin Xiang*, Xiaofei Yan*, Zhonghua Tang, Jing Yang. "Using clustering, geochemical modeling, and a decision tree for the hydrogeochemical characterization of groundwater in an in situ leaching uranium deposit in Bayan-Uul, northern China." Water. 2023, 15(24): 4234. https://www.mdpi.com/2073-4441/15/24/4234
Comparative assessment of two global sensitivity approaches considering model and parameter uncertainty
Heng Dai, Yujiao Liu, Alberto Guadagnini*, Jing Yang, Ming Ye. "Comparative assessment of two global sensitivity approaches considering model and parameter uncertainty." Water Resources Research. 2024, 60(2): e2023WR036096. https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2023WR036096
Talks
Parameter identification in groundwater flow modeling using support vector machine
Poster at Proceedings of the 4th ICGRMSD, Beijing, China
A cluster-based method for understanding spatial and temporal patterns and controlling factors of groundwater geochemistry in a regional aquifer
Poster at 2018 GSA annual meeting, Indianapolis, Indiana, USA
Using a machine learning method (t-SNE) to delineate spatial zones of groundwater geochemistry in regional aquifers
Poster at 2020 AGU annual meeting, Virtual
Understanding and managing harmful algal bloom in west Florida shelf using E3SM Earth system model
Poster at 2020 AGU annual meeting, Virtual
A Finite particle method for simulating solute transport in heterogenous porous media
Poster at 2020 AGU annual meeting, Virtual
A new multi-model difference-based sensitivity analysis method with consideration of process Model and parametric uncertainty
Report at 2020 AGU annual meeting, Virtual
An interactively corrected smoothed media particle hydrodynamics (IC-SPH) for simulating solute transport in heterogeneous porous media
Poster at 2021 AGU annual meeting, Virtual
Service and leadership
- Currently signed in to AGU membership.
- Reviewer for Journal of Hydrology, Groundwater, and Geofluids.