简介
张晓影，教授、博士生导师、国家级青年人才,国家重点研发计划项目首席科学家，Hydrogeology Journal 副主编，入选2024年斯坦福大学发布的全球前2% 科学家，吉林大学唐敖庆领军教授，吉林省省部级领军人才、入选吉林大学“杰出青年培育计划”、吉林大学“励新优秀青年教师培养计划”，在地下环境智能模拟与预警等多个方向开展大量原创性与突破性工作，主持国家级项目5项、发表论文70余篇，高被引、热点论文10篇，h-index 25, 总引2000。
邮箱：xiaoyingzh@jlu.edu.cn
教育背景
美国佛罗里达州立大学 地球，海洋与大气科学系 地质学 博士 2009-2014
中国地质大学（北京） 水资源与环境学院 水文学及水资源 硕士 2006-2009
中国科学院大气物理研究所（硕士联培）
兰州大学 资源环境学院 水文学及水资源 学士 2002-2006
工作经历
教授 吉林大学 建设工程学院 2023-现在
副教授 吉林大学 建设工程学院 2018-2023
博士后 暨南大学 地下水与地球科学研究院 2015-2018
助研 美国西北太平洋国家实验室 2010-2012
研究方向
Flow and reactive transport of bio and chemical contaminants in porous and fractured media
Coastal groundwater dynamics and associated biogeochemical cycling
Upscaling, sensitivity analysis, and uncertainty quantification of groundwater models
Simulation and algorithm development of risk assessment in nuclear waste geological disposal
多孔介质病毒、微生物、核素、有机污染物等生物化学污染物反应运移机制
地下水流动及污染物多界面跨介质反应迁移智能模拟及尺度效应分析
高放废物地质处置安全评价及不确定性分析
海陆交互带地下水海水相互作用、智能模拟预测及水文地球生物化学反应过程
学生培养
研究生国家奖学金获得者3人、研究生优秀奖学金16人次、吉林省优秀学生干部1人、优秀毕业生2人
教学课程
地下水动力学B、桥涵水文学、地下水运移数值模拟、Groundwater Environment
主持项目
主持国家级项目4项，包括国家重点研发计划项目1项、国家自然科学基金面上项目2项、青年项目1项。主持包括北京核工业北山高放废物地质处置实验室安全评价、黄渤海海水入侵监测模拟预测预警等省部级项目6项。
1. 国家重点研发计划项目，项目名称：在产石化企业场地污染管控与修复技术集成及示范，2024YFC3713800，主持，2024-2027,2000（+8000）万元.
2. 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其尺度效应，主持, 2020-2023.
3. 国家自然科学基金面上基金，项目名称：人类病毒在非均质含水层介质中的衰减迁移特征及动力学机制，主持，2023-2026.
4. 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，主持，2018-2020.
5. 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，课题负责人，2019-2022.
6. 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”, 子课题负责，2016-2021.
发表论文
(1) F. Ma, Z. Dai, X. Zhang*, F. Cai, W, Wang, Y. Tian, S. Yin, Y. Ma, D. Wang, R. Soltanian, L. Liu, P. Reimus. Incorporating cross-scale insights into colloid-facilitated radionuclide transport in fractured rocks: A critical review. Earth Science Review, 2024, 259(1–4):104974
(2) Cao, Z. Dai, J. Chen, H. Yin, X. Zhang, J. Wu, H. Thanh, R. Soltanian. An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers. Water Research, 2024, 268(7):122706
(3) Z. Wang, S. Jia, D. Zhen, S. Yin, X. Zhang, Z. Yang, H. Thanh, H. Ling, R. Soltanian. Environmental risk evaluation for radionuclide transport through natural barriers of nuclear waste disposal with multi-scale streamline approaches. The Science of The Total Environment, 2024, 953(8):176084
(4) F. Cai, X. Zhang*, F. Ma, L. Qi, D. Lu, Z. Dai. Differences and implications of strontium distribution coefficient on various granite compositional materials. Environmental Science and Pollution Research, 2024, 31(35):1-12
(5) F. Ma, Z. Dai*, X. Zhang*, Y. Hu, F. Cai, W. Wang, Y. Tian, R. Soltanian. Quantifying the impact of upscaled parameters on radionuclide transport in three-dimensional fracture-matrix systems. The Science of The Total Environment, 2024, 930(8–12):172663
(6) M. Li, X. Zhang*, W. Su, F. Cai, T. Lan, Z. Dai, Adsorption of Coxsackievirus in Sediments: Influencing Factors, Kinetics, and Isotherm Modeling. Applied Sciences, 2024, 14(4):1480
(7) K. Ye, Z. Dai, X. Zhang*, C. Zhan, Y. Ma, D. Wang, H. Thanh, R. Soltanian. Characterization of the Submarine Groundwater Discharge Patterns in Daya Bay, China. Preprint, 2024
(8) X. Zhang, T. Lan, H. Jiang, K. Ye, Z. Dai. Bacterial community driven nitrogen cycling in coastal sediments of intertidal transition zone. The Science of The Total Environment, 2023, 908(11): 168299
(9) X. Zhang, F. Cai, F. Ma, P. Reimus, L. Qi, Di Lu, R. Soltanian, Z. Dai. Investigating the Role of Na-bentonite colloids in facilitating Sr Transport in Granite Minerals through Column Experiments and Modeling. Journal of Hazardous Materials, 2023, 463(94):132851
(10) F. Cai, F. Ma, X. Zhang, P. Reimus, L. Qi, Y. Wang, D. Lu, H. Thanh, Z. Dai. Investigating the influence of bentonite colloids on strontium sorption in granite under various hydrogeochemical conditions. The Science of The Total Environment, 2023, 900(1):165819
(11) S. Jia, Z. Dai*, Z. Zhou, H, Ling, Z. Yang, L. Qi, Z. Wang, X. Zhang*, H.V. Yhanh, M.R. Soltanian. Upscaling dispersivity for conservative solute transport in naturally fractured media，Water Research, 2023, 235, 119844. IF=13.4.
(12) C. Zhan, Z. Dai, Z. Yang, X. Zhang*, Z. Ma, H. V. Thanh, M. R. Soltanian. Subsurface sedimentary structure identification using deep learning: A review. Earth-Science Reivews, 2023, 239, 104370.，IF=12.04. ESI Highly Cited Paper
(13) W. Chen, Z. Dai*, J. Samper, H. Ling, C. Zhan, F. Ma, Z. Yang, X. Zhang*, M.R. Soltanian. Impact of reactive mineral facies distributions on radionuclide sorption properties in multi-scale heterogeneous granite rocks. Hydrogeology Journal. 2023, 31, 1581-1597.
(14) X. Zhang, F. Dong, G. Chen, Z. Dai*. Advance prediction of coastal groundwater levels with temporal convolutional and long short-term memory networks. Hydrology and Earth System Sciences. 2023, 27, 83-96. IF=6.62.
(15) X. Zhang, Z. Wang, P. Reimus, F. Ma, M. R. Soltanian, B. Xing, J. Zang, Yu Wang*, Z. Dai*. Plutonium reactive transport in fractured granite: Multi-species experiments and simulations. Water Research, 2022, 224(1),119068. IF=13.40. ESI Highly Cited Paper
(16) X. Zhang, L. Qi, Z. Ma, F. Ma, Z. Dai. Impact of fracture filling materials on selenium sorption in granite. Journal of Hydrology, 2022, 612: 128287. IF=6.70.
(17) C. Zhan, Z. Dai*, M. R. Soltanian, X. Zhang*. Stage-wise stochastic deep learning inversion framework for subsurface sedimentary structure identification. Geophysical Research Letters, 2022, 49(1). IF=5.57, ESI Highly Cited Paper
(18) Z. Dai, Z. Ma*, X. Zhang*, J. Chen, E. Ershadnia, X. Luan, M.R. Soltanian. An integrated experimental design framework for optimizing solute transport monitoring locations in heterogeneous sedimentary media. Journal of Hydrology, 2022, 47191. IF=6.71. ESI Highly Cited Paper
(19) F. Ma, X. Zhang*, C. Zhan, W. Chen, L. Qi, Z, Dai *. Upscaling of Se(IV) sorption coefficients with hierarchical mineral characterization in multi-scale fractured granite. Stochastic Environmental Research and Risk Assessment, doi.org/10.1007/s00477-022-02321-z, 2022. IF=3.82.
(20) P. Wang, X. Zhang*, Y. Hao, D. Li. Evaluating salinity variation and origin in coastal aquifer systems with integrated geophysical and hydrochemical approaches. Environmental Science and Pollution Research, 2022, 29(23): 34038-34054. IF=5.19.
(21) J. Chen, Z. Dai, S. Dong, X. Zhang, G. Sun, J. Wu, R. Ershadnia, S. Yin, R. Soltanian. Integration of deep learning and information theory for designing monitoring networks in heterogeneous aquifer systems. Water Resources Research, 2022, doi: 10.1029/2022WR032429. IF=6.16.
(22) C. Zhan, Z. Dai, J. Samper, S. Yin, R. Ershadnia, X. Zhang, Z. Yang, X. Luan, R. Soltanian. An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network. Journal of Hydrology, 2022, 610(4), 127544. IF=6.71.
(23) S. Jia, Z. Dai*, Z. Yang*, Z. Du, X. Zhang, R. Ershadnia, R. Soltanian. Uncertainty quantification of radionuclide migration in fractured granite. Journal of Cleaner Production, 2022, 366(8-12). IF=11.08.
(24) X. Zhang, F. Ma, S. Yin, C. D. Wallace, M. R. Soltanian, Z. Dai*, R. W. Ritzi, Z. Ma, C. Zhan, X. Lv. Application of upscaling methods for fluid flow and mass transport in multi-scale heterogeneous media: A critical review. Applied Energy, 2021, 303:117603. IF=11.44. ESI Hot/Highly Cited Paper
(25) X. Zhang, F. Ma, Z. Dai*, J. Wang, L. Chen, H. Ling, M. Reza Soltanian. Radionuclide transport in multi-scale fractured rocks: a review. Journal of Hazardous Materials, 2021,424: 127550. IF=14.22.
(26) M. Mahdaviara, M. N. Amar, A. Hemmati-Sarapardeh*, Z. Dai, C. Zhang, T. Xiao, X. Zhang*. Toward smart schemes for modeling CO2 solubility in crude oil: Application to carbon dioxide enhanced oil recovery. Fuel, 2021, 285: 119147. IF=8.03.
(27) J. Chen, Z. Dai, Z. Yang, Y. Pan, X. Zhang, J. Wu, R. Soltanian. An improved tandem neural network architecture for inverse modeling of multicomponent reactive transport in porous media. Water Resources Research. 2021, 57(12). IF=6.16.
(28) Z. Ma, Z. Dai，X. Zhang*, C. Zhan*, H.Gong, L. Zhu, C. D. Wallace, M. R. Soltanian. Dispersivity variations of solute transport in heterogeneous sediments: numerical and experimental study. Stochastic Environmental Research and Risk Assessment, 2021, 36(2): 661-677.
(29) X. Zhang, J. Chen, B. X. Hu, Y. Yu, J. So, J. Zhang, Z. Dai, S. Yin, R. Soltanian, W. Ren. Application of risk assessment in determination of soil remediation targets. Stochastic Environmental Research and Risk Assessment, 2021, 34: 1659-1673. IF=3.82.
(30) Y. Cao, S. Dong, Z. Dai, L. Zhu, T. Xiao, X. Zhang, S. Yin, R. Soltanian. Adsorption model identification for chromium (VI) transport in unconsolidated sediments. Journal of Hydrology, 2021,598(1-3), 126228. IF=6.71.
(31) C. Zhang, X. Zang, Z. Dai, X. Zhang, Z. Ma*. Remediation techniques for cadmium-contaminated dredged river sediments after land disposal. Sustainability, 2021, 13(11), 6093. IF=3.89.
(32) X. Zhang, L. Qi, W. Li, B. X Hu*, Z. Dai*, Bacterial community variations with salinity in the saltwater-intruded estuarine aquifer. Science of The Total Environment, 2021, 10, 755, 142423. IF=10.75.
(33) Z. Dai, L. Xu, T. Xiao*, B. McPherson, X. Zhang*, L. Zheng, S. Dong, Z. Yang, M. R. Soltanian, C. Yang, W. Ampomah, W. Jia, S. Yin, T. Xu, D. Bacon, H. Viswanathan. Reactive chemical transport simulations of geologic carbon sequestration: Methods and applications. Earth-Science Reviews. 2020, 208,103265. IF=12.03.
(34) Z. Dai, C. Zhan, S. Dong, S. Yin, X. Zhang*, M. R. Soltanian. How does resolution of sedimentary architecture data affect plume dispersion in multiscale and hierarchical systems? Journal of Hydrology, 2020, 582, 124516. IF=6.71.
(35) A. Hemmati-Sarapardeh, M. N. Amar, M. R. Soltanian, Z. Dai, X. Zhang*, Modeling CO2 solubility in water at high pressure and temperature conditions. Energy&Fuels. 2020. 34, 4, 4761-4776. IF=4.65.
(36) L. Chen, J. Zhang, H. Dai, B. X. Hu, J. Tong, D. Gui, X. Zhang, C. Xia. Comparison of groundwater microbial community in a salt-freshwater mixing zone during the dry and wet seasons. Journal of Environmental Management, 2020, 271(2314-6133), 110969. CAS Q2, IF=8.91.
(37) S. Dong, L. Xu, Z. Dai*, B. Xu, Q. Yu, S. Yin, X. Zhang, C. Zhang, X. Zang, X. Zhou, Z. Zhang. A novel fractal model for estimating permeability in low-permeable sandstone reservoirs. Fractals-Complex Geometry Patterns and Scaling In Nature and Society, 2020, 28(08), 2040005. IF=4.55.
(38) J. You, W. Ampomah, Q. Sun, E. J. Kutsienyo, R. S. Balch, Z. Dai, M. Cather, X. Zhang. Machine learning based co-optimization of carbon dioxide sequestration and oil recovery in CO2-EOR project. Journal of Cleaner Production, 2020, 260, 120866. IF=11.08.
(39) J. Zhang, X. Zhang*, J. Niu*, B. X Hu, M. R. Soltanian, Q. Han, L. Yang. Prediction of groundwater level in seashore reclaimed land using wavelet and artificial neural network-based hybrid model. Journal of Hydrology, 2019, 577:123948. IF=6.71.
(40) Z. Dai, C. Zhan,R. Soltanian, R.W. Ritzi, X. Zhang*. Identifying spatial correlation structure of multimodal permeability in hierarchical media with Markov Chain approach. Journal of Hydrolgoy, 2019, 568, 703-715. IF=6.71.
(41) G. Wei , X. Zhang*, M. Ye, N. Yue, F. 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. IF=6.62.
(42) M. R. Soltanian, S. Hajirezaie ,S. Hosseini, H. Dashtian, A. Amooie, A. R. Ershadnia, W. Ampomah, A. W. Islam, X. Zhang*. Multicomponent reactive transport of carbon dioxide in fluvial heterogeneous aquifers. Journal of Natural Gas Science and Engineering. 2019, 65: 212-223. IF=5.29.
(43) J. Zhang*, R. Li, X. Zhang, C. Ding, P Hua*. 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. IF=10.75.
(44) L. Chen, J. Zhang, H. Dai, B. X. Hu, J. Tong, D. Gui, X. Zhang, C. Xia. Comparison of
groundwater microbial community in a salt-freshwater mixing zone during the dry and wet seasons. Journal of Environmental Management, 2020, 271(2314-6133), 110969. IF=8.91.
(45) Li. Chen, B. X. Hu, H. Dai, X. Zhang, C. Xia, J. Zhang, Characterizing microbial diversity and community composition of groundwater in a salt-freshwater transition zone. Science of The Total Environment, 2019, 678: 574-584. IF=10.75.
(46) J. Zhang, R. Li, X. Zhang, Y. Bai, P. Cao, P. Hua. 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. IF=10.75.
(47) K. Xiao, H. Li, M. Shananan, X. Zhang, X. Wang, Y, Zhang, X. Zhang, H. Liu. 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. IF=10.75.
(48) Y. Liu, M. Shen, J. Zhao, H. Dai*, D. Gui, X. Feng, J, Ju, S. Sang, X. Zhang, B. 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. IF=3.10.
(49) H. Dai*, M. Ye, B. X. Hu, A. Niedoroda, X. Zhang, X. Chen, X. Song, J. Niu. Hierarchical sensitivity analysis for simulating barrier island geomorphologic responses to future storms and sea-level rise. Theoretical and Applied Climatology, 2019, 136(4), 1495-1511. IF=3.41.
(50) X. Zhang, B. X. Hu*, P. Wang, J. Chen, L. Yang, K. Xiao, X. Zhang. Hydrogeochemical evolution and heavy metal contamination in groundwater of a reclaimed land on Zhoushan Island. Water, 2018, 10(3):316. IF=3.10.
(51) X. Zhang*, B. X. Hu*, H. Ren, J. 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. IF=10.75.
(52) S. Sang, X. Zhang, Heng Dai*, B. X. Hu, H. Ou, L. Sun, Diversity andpredictive metabolic pathways of the prokaryotic microbial community along a groundwater salinity gradient of the Pearl River Delta, China. Scientific Reports, 2018, 8, 17317. IF=4.38.
(53) X. Zhang, J. Miao*, B. X. Hu*, H. Liu, H. Zhang, Z. Ma. Hydrogeo-chemical characterization and groundwater quality assessment in intruded coastal brine aquifers. Environmental Science and Pollution Research, 2017, 24(26): 21073-21090. IF=5.19.
(54) X. Zhang, C. Liu*, B. X. Hu, Q. Hu. Grain size based additivity models for scalling multi-scale uranyl surface complexation in subsurface sediments. Mathematical Geosciences, 2016, 48(5): 511-535. IF=2.10.
(55) Zhang, C. Liu*, B. X. Hu, G. Zhang. Uncertainty analysis of multi-rate kinetics of uranium desorption from sediments. Journal of Contaminant Hydrology, 2014, 156(1):1. IF=4.18.
(56) F. Dong, X. Zhang*, G. Chen*, Z. Dai. Characteristics of seawater intrusion in the south coast of Laizhou Bay and dynamic analysis based on WA-NARX mixed model. Journal of Oceanography, 2022, 44(3), 81-97.
(57) Z. Li, X. Zhang*, M. Zhang,G. Qin, B.X. Hu. Comparative analysis and evaluation of seawater intrusion indexes - taking the groundwater aquifer in the Pearl River Estuary as an example. Marine Environmental Science, 2020, 39 (1): 16-24.
(58) G. Qin, B. X. Hu*, X. Zhang, M. Zhang. Spatial variation characteristics of groundwater salinity in Pearl River Estuary. Marine Environmental Science, 2018, 37 (6): 835-842.
(59) X. Zhang, X. Xu, Z. Xiang, D. Yang, X. Zhang, B. Xu*. Distribution characteristics and influence factors of radium and radon isotopes in the lower reaches of the Yellow River. Marine Environmental Science, 2018, 37(1): 044-003.
(60) S. Zhao, G. Chen*, X. Zhang, M. Gao, B. Xu. Water exchange and biogeochemical efffects of subterrainean estuary with tide. Marine Geology Frontiers, 2018, 34 (9): 73-78.
