简介

张晓影，公司唐敖庆学者青年岗位，副教授，博士生导师

2014年毕业于美国佛罗里达州立大学地球，海洋与大气科学系，获得地质学博士学位；2009年在中国地质大学（北京）获水文学及水资源专业工学硕士学位；2006年在兰州大学水文与水资源工程专业获学士学位；2007-2009年在中国科学院大气物理研究所联合学习培养；2011-2013年夏季在美国西北太平洋国家实验室助研核素反应运移过程模拟与不确定性分析；2015-2018年在暨南董事长态学博士后流动站工作三年。

在科研上长期从事非均质介质中地下水渗流及溶质反应迁移转化研究。从多尺度实验，物理模型，深度学习模型等多方面研究污染物、核素、二氧化碳及病毒的反应迁移模拟与预测，并对其中的模型不确定性及参数尺度效应进行分析。熟悉并掌握国内外地下水及溶质反应运移模拟领域的最新动态，目前共承担国家自然科学基金项目及重点研发子课题4项，在多个环境、地学与水文学高水平期刊上发表论文30余篇。在教学上，积极优化本科及研究生教学内容，有机融入课程思政，为“双一流”团队建设服务。从履行教师的社会责任出发，立德树人，注重实践育人，培养员工的文化与科研素养。

After I got my Ph.D. degree in Geology from Florida State University (USA), I spent a year in Silicon Valley to practice my programming and modeling skills. Now I have joined the College of Construction Engineering as an associate professor. My work concerns all that involves the experiments, fieldwork, theory and application of modeling and data analysis in Hydrogeology and Hydrogeochemistry. The projects I have completed mainly focus on field observation, numerical modeling, upscaling, and uncertainty analysis of reactive transport of solutes in heterogeneous porous media. My research is also related to the coastal hydrology, such as seawater intrusion, submarine groundwater discharge and nutrient cycling in the subsurface freshwater-saltwater interface. The knowledge is crucial to the management and engineering practices that protect human health and ecosystem. The graduate students here can either spend their time in lab work, computing applications or field experiments if they enjoy the nature. Join us if you are interested in this intriguing study!

研究领域  

溶质反应运移模型及尺度效应；核素反应迁移及核废料地质储存；双碳”(碳达峰、碳中和)战略目标下CO2驱油与地质封存安全性评价；海岸带地下水动力学及水文地球化学作用。    

在研与曾参与的科研项目包括：

（1）国家自然科学基金面上项目，项目名称：核素在多级反应矿物相中的反应迁移机制及尺度效应，项目批准号：41972249，项目起止年月：2020.01-2022.12, 主持人。

（2）国家自然科学基金青年基金项目，项目名称：地下水向海排泄过程中无机氮迁移转化及动力学数值模拟，项目批准号：41702244，项目起止年月：2018.01-2020.12, 主持人。

（3）国家重点研发计划“场地土壤污染成因与治理技术”重点专项，项目名称：“场地污染实时响应监测预警技术与装备”，项目批准号：2018YFC1800900； 承担课题四专题名称：“场地污染智能模拟与预测技术研究”，项目起止年月： 2019.01-2022.12, 专题负责人。

（4）国家重点研发计划“水资源高效开发利用”重点专项，项目名称：“黄渤海沿海地区地下水管理与海水入侵防治研究”，项目批准号：2016YFC0402800；参与。

（5）中国博士后科学基金，项目名称：“珠江口地区地下水排泄与环境污染研究”，项目批准号：2015M582479，项目起止年月：2016.01-2017.12, 主持人。

（6）核废料地质处置库多层屏障核素衰变、反应迁移程序开发，项目起止年月：2020.07-2021.07

（7）长春市城区水源井野外勘察, 项目起止年月：2019.01-2020.12

（8）长春市区地下水水位、水量双重指标控制管理方案，项目起止年月：2019.06-2020.06

（9）山东省海水入侵神经网络预测模型分析测试项目，项目起止年月：2019.06-2021.06

主要论文  

[1]Peng Wang, Xiaoying Zhang*, Yanru Hao, Dan Li. Evaluating salinity variation and origin in coastal aquifer systems with integrated geophysical and hydrochemical approaches. Environmental Science and Pollution Research, 2022.

[2]Chuanjun Zhan, Zhenxue Dai*, Mohamad Reza Soltanian, Xiaoying Zhang*. Stage-Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification. Geophysical Research Letters, 2022.

[3]Xiaoying Zhang, Funing Ma, Shangxian Yin, Corey D. Wallace, Mohamad Reza Soltanian, Zhenxue Dai*, Robert W. Ritzi, Ziqi Ma, Chuanjun Zhan, Xiaoshu Lv. Application of upscaling methods for fluid flow and mass transport in multi-scale heterogeneous media: A critical review. Applied Energy, 2021.

[4]Junjun Chen, Zhenxue Dai, Zhijie Yang, Yu Pan, Xiaoying Zhang, Jichun Wu, Mohamad Reza Soltanian. An Improved Tandem Neural Network Architecture for Inverse Modeling of Multicomponent Reactive Transport in Porous Media. 2021.

[5]Xiaoying Zhang, Funing Ma, Zhenxue Dai*, Ju Wang, Liang Chen, Hui Ling, Mohamad Reza Soltanian. Radionuclide Transport in Multi-scale Fractured Rocks: A Review. Journal of Hazardous Materials, 2021.

[6]Ziqi Ma, Zhenxue Dai，Xiaoying Zhang*, Chuanjun Zhan*, Huili Gong, Lin Zhu, Corey D. Wallace, Mohamad Reza Soltanian. Dispersivity variations of solute transport in heterogeneous sediments: numerical and experimental study. Stochastic Environmental Research and Risk Assessment, 2021.

[7]Zhenxue Dai, Lulu Xu, Ting Xiao*, Brian McPherson, Xiaoying Zhang*, Liange Zheng, Shuning Dong, Zhijie Yang, Mohamad Reza Soltanian, Changbing Yang, William Ampomah, Wei Jia, Shangxian Yin, Tianfu Xu, Diana Bacon, Hari Viswanathan. Reactive chemical transport simulations of geologic carbon sequestration: Methods and applications. Earth-Science Reviews. 2020, 208,103265.

[8]Yang Cao, Shuning Dong, Zhencue Dai, Lin Zhu, Ting Xiao, Xiaoying Zhang, Shangxian Yin, Mohamad Reza Soltanian. Adsorption model identification for chromium (VI) transport in unconsolidated sediments. Journal of Hydrology. 2021,598(1–3):12622.

[9]Xiaoying Zhang, Jian Chen, Bill X Hu*, Yonghong Yu, Juho So, Jin Zhang, Zhenxue Dai, Shangxian Yin, Mohamad Reza Soltanian, Wanli Ren*. Application of risk assessment in determination of soil remediation targets, Stochastic Environmental Research and Risk Assessment. 2020,34(10), 1659-1673.

[10]Xiaoying Zhang, Linlin Qi, Wenming Li, Bill X Hu*, Zhenxue Dai*, Bacterial community variations with salinity in the saltwater-intruded estuarine aquifer. Science of The Total Environment, 2020, 10, 755, 142423.

[11]Xiaoying Zhang, Fan Dong, Heng Dai*, Bill, X. Hu*, Guangxiong Qin, Dan Li, Xiaoshu Lv, Zhexue Dai, Mohamad Reza Soltanian. Influence of lunar semidiurnal tides on groundwater dynamics in estuarine aquifers. Hydrogeology Journal, 2020, doi.org/10.1007/s10040-020-02136-8.

[12]Shuning Dong, Lulu Xu, Zhenxue Dai*, Bin Xu, Qingyang Yu, Shangxian Yin, Xiaoying Zhang, Changsong Zhang, Xueke Zang, Xiaobing Zhou, Zhien Zhang. A Novel Fractal Model for Estimating Permeability in Low-Permeable Sandstone Reservoirs. Fractals, 2020.

[13]Zhenxue Dai, Chuanjun Zhan, Shuning Dong, Shangxian Yin, Xiaoying Zhang*, Mohamad Reza Soltanian. How does resolution of sedimentary architecture data affect plume dispersion in multiscale and hierarchical systems? Journal of Hydrology,2020, 582, 124516.

[14]You Junyu, Ampomah William, Sun Qian, Kutsienyo Eusebius Junior, Balch Robert Scott, Dai Zhenxue, Cather Martha, and Zhang Xiaoying, Machine learning based co-optimization of carbon dioxide sequestration and oil recovery in CO2-EOR project. Journal of Cleaner Production, 2020. 260, 120866. doi.org/10.1016/j.jclepro.2020.120866

[15]Hemmati-Sarapardeh Abdolhossein, Amar Menad Nait, Soltanian Mohamad Reza, Dai Zhenxue, and Zhang Xiaoying*, Modeling CO₂ solubility in water at high pressure and temperature conditions. Energy Fuels. 2020. 34, 4, 4761-4776.

[16]Guoxiao Wei , Xiaoying Zhang*, Ming Ye, Ning Yue, Fei Kan. Bayesian performance evaluation of evapotranspiration models based on eddy covariance systems in an arid region. Hydrology and Earth System Sciences. 2019, 23(7):2877-2895.

[17]Juan Zhang, Xiaoying Zhang*, Jie Niu*, Bill X Hu, Mohamad Reza Soltanian, Qiu Han, Lei Yang. Prediction of groundwater level in seashore reclaimed land using wavelet and artificial neural network-based hybrid model.Journal of Hydrology, 2019, 577:123948.

[18]Soltanian Reza , Sassan Hajirezaie ,Seyyed Hosseini, Hassan Dashtian, Amin Amooie, Alireza meyal, Reza Ershadnia, William Ampomah, Akand W. Islam, Xiaoying Zhang*. Multicomponent reactive transport of carbon dioxide in fluvial heterogeneous aquifers. Journal of Natural Gas Science and Engineering. 2019, 65: 212-223.

[19]Zhenxue Dai, Chuanjun Zhan,Reza Soltanian, Rober W. Ritzi,Xiaoying Zhang*. Identifying spatial correlation structure of multimodal permeability in hierarchical media with Markov Chain approach. Journal of Hydrolgoy, 2019, 568, 703-715.

[20]Xiaoying Zhang*, Bill X. Hu*, Hejun Ren, Jin Zhang. Composition and functional diversity of microbial community across a mangrove-inhabited mudflat as revealed by 16S rDNA gene sequences. Science of the Total Environment, 2018, 633C, 518-528.

[21]Xiaoying Zhang, Bill X. Hu, Peng Wang*, Junbing Chen, Lei Yang, Kai Xiao, Xiaowei Zhang. Hydrogeochemical evolution and heavy metal contamination in groundwater of a reclaimed land on Zhoushan Island, Water, 2018, 10(3): 316.

[22]Xiaoying Zhang, Jinjie Miao*, Bill X. Hu*, Hongwei Liu, Hanxiong Zhang, Zhen Ma. Hydrogeochemical characterization and groundwater quality assessment in intruded coastal brine aquifers, Environmental Science and Pollution Research, 2017, 24(26): 21073-21090.

[23]Xiaoying Zhang, Chongxuan Liu*, Bill X. Hu, Qinhong Hu. Grain size based additivity models for scalling multi-scale uranyl surface complexation in subsurface sediments, Mathematical Geosciences, 2016, 48(5):511-535.

[24]Xiaoying Zhang, Chongxuan Liu*, Bill X. Hu, Guannan Zhang. Uncertainty analysis of multi-rate kinetics of uranium desorption from sediments, Journal of Contaminant Hydrology, 2014, 156(1):1.

[25]Jin Zhang*, Ruifei Li, Xiaoying Zhang et al., Traffic contribution to polycyclic aromatic hydrocarbons in road dust: A source apportionment analysis under different antecedent dry-weather periods. Science of The Total Environment, 2019, 658, 996-1005.

[26]Shilei Sang, Xiaoying Zhang, Heng Dai* et al., Diversity and predictive metabolic pathways of the prokaryotic microbial community along a groundwater salinity gradient of the Pearl River Delta, China. Scientific Reports, 2018, 8, 17317.

[27]Heng Dai, Ming Ye, Bill X. Hu, Alan Niedoroda, Xiaoying Zhang, Xingyuan Chen, Xuehang Song, Jie Niu. Hierarchical sensitivity analysis for simulating barrier island geomorphologic responses to future storms and sea-level rise. Theoretical and Applied Climatology, 2019, 136(3-4): 1495-1511.

[28]Lin Chen, Bill X. Hu, Xiaoying Zhang et al., Characterizing microbial diversity and community composition of groundwater in a salt-freshwater transition zone. Science of The Total Environment, 2019, 678: 574-584.

[29]Jin Zhang, Ruifei Li, Xiaoying Zhang et al., Vehicular contribution of PAHs in size dependent road dust: A source apportionment by PCA-MLR, PMF, and Unmix receptor models. Science of The Total Environment, 2019, 649: 1314-1322.

[30]Kai Xiao, Hailong Li, Xiaoying Zhang et al., Coastal water quality assessment and groundwater transport in a subtropical mangrove swamp in Daya Bay, China. Science of The Total Environment, 2019, 646: 1419-1432.

[31]Yi Liu, Mengyang Shen, Jianping Zhao, Heng Dai, Dongwei Gui, Xinlong Feng, Jiali Ju, Shilei Sang, Xiaoying Zhang and Bill X. Hu. A New Optimization Method for the Layout of Pumping Wells in Oases: Application in the Qira Oasis, Northwest China. Water, 2019, 11(5), 970.

[32]董凡，张晓影*，陈广泉*，戴振学. 莱州湾南岸海水入侵特征分析及基于WA-NARX混合模型的动态分析. 海洋学报，2022.

[33]李志威, 张晓影*（通讯）, 张明珠, 等. 海水入侵指标对比分析与评价 －以珠江口地下水含水层为例, 海洋环境科学, 2020, 39(1): 16-24.

[34]覃光雄, 胡晓农*, 张晓影*（通讯）, 张明珠. 珠江河口区地下水盐分空间变异特征分析,海洋环境科学, 2018, 37(6), 835-842.

[35]张晓洁, 徐晓涵, 相湛昌, 杨迪松, 张晓影, 许博超*. 黄河下游地下水中镭氡同位素的分布及影响因素研究, 海洋环境科学, 2018, 37(1), 1-7.

[36]赵世彬, 陈广泉, 张晓影, 高茂生, 许博超. 潮汐影响下的海岸带地下河口水交换及其生物地球化学效应.海洋地质前沿,2018,34(09):73-78.

专利成果与技术  

（1）实用新型发明专利，专利名称：“一种反硝化原位培养装置”，专利号：ZL 2018 2 1223132.0, 2019

（2）实用新型发明专利，专利名称：“多通道室内反硝化培养装置”，专利号：ZL 2018 2 1675933.0, 2019      

获奖与荣誉  

（1）入选2019年“公司优秀青年教师培养计划”

（2）入选2020年“公司杰出（优秀）青年培育计划”