大数据AI技术与土壤环境

污染场地健康风险评估

每年招收硕士和博士研究生各1名，从事大数据AI技术与土壤环境等相关研究

招生专业

090301-土壤学

083001-环境科学

083002-环境工程

招生方向

土壤环境

环境与资源科学

土壤污染治理

博士, 工程学, 布朗大学, 2012.5

硕士, 环境工程, 同济大学, 2008.4

学士, 环境工程, 中山大学, 2005.6

研究员，南京土壤研究所，中国科学院，2019.7 至今

高级研究员, 工学院, 布朗大学, 2018.9-2019.5

副所长，环境健康研究所，浙江大学, 2017.1-2018.8

副教授，环境科学系，浙江大学，2014.1-2018.8

讲师，环境科学系，浙江大学，2013.2-2013.12

博士后，工学院，布朗大学，2012.6-2012.11

著作

68. Yao, Yijun and Chen, Qiang. Soil Vapor Intrusion Simulations and Risk Assessments. Springer Nature. ISBN: 978-981-19-2700-3.

论文

67. Zhou, Qing; Xing, Ke; Zhang, Jun*; Yao, Yijun*. “Temporal Evolution and Dominant Drivers of Groundwater Sulfate in China.” Phys. Chem. Earth. 2026, 142: 104297. doi: 10.1016/j.pce.2026.104297.

66. Zhang, Wangbo; Wei, Changlong; Li, Jiuyu; Zhou, Qing; Ma, Jianqing; Li, Yanli; He, Yuxuan; Zou, Yi; Luo, Yongming*; Yao, Yijun*. “Stabilisation of Acidification in China’s Cropland Soils.” Nat. Geosci. 2025, 18: 1125–1132. doi: 10.1038/s41561-025-01813-1.

65. Zhou, Qing; Zhang, Jiangjiang; Zhang, Shuyou; Chen, Qiang; Fan, Huifeng; Cao, Chenglong; Zhang, Yanni; 

Yang, Yadi; Luo, Jian; Yao, Yijun*. “Groundwater Quality Evolution Across China.” Nat. Commun. 2025, 16(1): 2522. doi: 10.1038/s41467-025-57853-z.

64. Zhang, Shuyou; Sun, Jianqiang; Zhou, Qing; Feng, Xudong; Yang, Jie; Zhao, Kankan; Zhang, Anping; Zhang, Songhe; Yao, Yijun*. “Microplastic contamination in Chinese topsoil from 1980 to 2050.”Sci. Total Environ. 955, (2024): 176918.

63. Ding, Ning; Hou, Chenglin; Li, Hongrui; Chen, Haoming ; Dahlen, Paul ; Johnson, Paul C. ; Yao, Yijun; Guo, Yuanming. “Impact of drainage pipe vapor intrusion pathways on sub-slab depressurization system mitigation performance.”J. Hazard. Mater. 480, (2024): 136277.

62. Zhou, Qing, Zhang, Jiangjiang, Xing, Ke,Wei, Jing, Yao, Yijun*. Groundwater Nitrate Contamination in China: Spatial Distribution, Temporal Trend, and Driver Analysis. Environmental Research, 2024: 119932.

61. Dai, Shuo; Zhou, Qing; Yang, Yadi; Zhang, Yanni; Zhang, Songhe; Yao, Yijun*. “Increasing Contamination of Polycyclic Aromatic Hydrocarbons in Chinese Soils.” J. Environ. Manage. 2024.122268.

60. Yang, Yadi; Gu, Yi; Zhang, Yanni; Zhou, Qing; Zhang, Shuyou; Wang, Peng; Yao, Yijun*. “Spatial - Temporal Mapping of Urine Cadmium Levels in China during 1980 - 2040: Dietary Improvements Lower Exposure amid Rising Pollution.” J. Hazard. Mater. 2024.134693.

59. Zhang, Shuyou; Zhang, Jiangjiang; Niu, Lili; Chen, Qiang; Zhou, Qing; Xiao, Nan; Man, Jun; Ma, Jianqing; Wei, Changlong; Zhang, Songhe; Luo, Yongming; Yao, Yijun*. 2024. “Escalating Arsenic Contamination throughout Chinese Soils.” Nat. Sustain. 7(6): 766–75.

58. Zhang, Yanni; Tang, Mengling; Zhang, Shuyou;Lin, Yaoyao; Yang, Kaixuan; Yang, Yadi; Zhang, Jiangjiang; Man, Jun; Verginelli, Iason; Shen, Chaofeng; Luo, Jian; Luo, Yongming; Yao, Yijun*. “Mapping Blood Lead Levels in China during 1980–2040 with Machine Learning.” Environ. Sci. Technol. 2024; acs.est.3c09788.

57. Yang, Yadi; Zhang, Yanni; Zhou, Qing; Gu, Yi; Yao, Yijun*. “Urinary Cadmium Levels in China (1982–2021): Regional Trends and Influential Factors.” Environmental Research, 2024.118618.

56. Gu, Yi; Man, Jun; Su, Liqin; Zhang, Shengnan; Zhao, Fangjie; Yao, Yijun*; Wang, Peng*. "Impact of Dietary Cadmium Intake from Rice on Renal Function Biomarker and Population Toxicokinetic Modelling." Exposure and Health, (2023): 1-13.

55. Man, Jun; Chen, Yuanyuan; Fan, Huifeng; Chen, Qiang; Yao, Yijun*. "Optimizing Soil Sampling with Information Entropy at Heavy-Metal Sites." ACS ES&T Engineering 3(9), (2023): 1350-1358.

54. Man, Jun; Zhong, Maosheng; Zhou, Qing; Jiang, Lin; Yao, Yijun*. "Exploring the nonlinear partitioning mechanism of volatile organic contaminants between soil and soil vapor using machine learning." Chemosphere 315, (2023): 137689.

53. Man, Jun; Zhou, Qing; Wang, Genfu; Yao, Yijun*. Modeling and Evaluation of NAPL-impacted Soil Vapor Intrusion Facilitated by Vadose Zone Breathing. J. Hydrol. 615 (2022) 128683

52. Man, Jun; Guo, Yuanming; Zhou, Qing; Yao, Yijun*. Database examination, multivariate analysis, and machine learning: Predictions of vapor intrusion attenuation factors. Ecotoxicol. Environ. Saf. 2022, 242: 113874.

51. Man, Jun; Guo, Yuanming; Jin, Junliang; Zhang, Jianyun; Yao, Yijun*, Zhang, Jiangjiang*. Characterization of vapor intrusion sites with a deep learning-based data assimilation method. J. Hazard. Mater. 2022, 431: 128600.

50. Man, Jun; Zeng, Lingzao; Luo, Jian; Gao, Weiliang; Yao, Yijun*. Application of Deep Learning Algorithm to Identify the Spatial Distribution of Heavy Metals at Contaminated Sites. ACS ES&T Eng. 2022, 2(2): 158-168.

49. Man, Jun; Lin, Guang; Yao, Yijun; Zeng, Lingzao*. A generalized multi-fidelity simulation method using sparse polynomial chaos expansion. J. Comput. Appl. Math. 2021, 397, 113613

48. Liu, Yanqiu; Verginelli, Iason; Yao, Yijun*. Numerical study of building pressure cycling to generate sub-foundation aerobic barrier for mitigating petroleum vapor intrusion. Sci. Total Environ. 2020, 10, 136309.

47. Verginelli, Iason; Yao, Yijun*. A Review of Recent Vapor Intrusion Modeling Work. Ground Water Monit. R. 2021. 41 (2), 138-144.

46. Man, Jun; Wang, Genfu, Chen, Qiang; Yao, Yijun*. Investigating the role of vadose zone breathing in vapor intrusion from contaminated groundwater. J. Hazard. Mater. 2021, 416, 126272.

45. Wang, Genfu; Xiao, Yuting; Zuo, Jianping; Wang, Yue; Man, Jun; Tang, Wei; Chen, Qiang, Ma, Shuaishuai; Yao, Yijun*. Physically simulating the effect of lateral vapor source-building separation on soil vapor intrusion: Influences of surface pavements and soil heterogeneity. J. Contam. Hydrol. 2020, 235, 13712.

44. Liu, Yanqiu; Man, Jun; Wang, Yue; Xiao, Yuting; Tang, Wei; Chen, Qiang; Yao, Yijun*. Numerical study of the building pressure cycling method for evaluating vapor intrusion from groundwater contamination. Environ. Sci. Pollut. Res. 2020, 27, 35416–35427. 

43. Yao, Yijun; Zuo, Jianping; Luo, Jian. Chen, Qiang, Strom, Jonathan G.; Suuberg, Eirc M*. An examination of the building pressure cycling technique as a tool in vapor intrusion investigations with analytical simulations. J. Hazard. Mater. 2020, 389, 121195. 

42. Yao, Yijun; Zuo, Jianping; Luo, Jian. Chen, Qiang, Strom, Jonathan G.; Suuberg, Eirc M*. An examination of the building pressure cycling technique as a tool in vapor intrusion investigations with analytical simulations. J. Hazard. Mater. 2020, 389, 121195. 

41. Yao, Yijun*; Xiao, Yuting; Luo, Jian. Wang, Genfu, Strom, Jonathan G.; Suuberg, Eirc M. High-frequency fluctuations of indoor pressure: A potential driving force for vapor intrusion in urban areas. Sci. Total Environ. 2020, 10, 136309.

40. Strom, Jonathan G.; Guo, Yuanming; Yao, Yijun; Suuberg, Eric M. Factors affecting temporal variations in vapor intrusion-induced indoor air contaminant concentrations. Build. Environ. 2019,161,106196.

39. Verginelli, Iason*; Yao, Yijun*; Suuberg, Eric M. Risk assessment tool for chlorinated vapor intrusion based on a two-dimensional analytical model involving vertical heterogeneity. Environ. Eng. Sci. 2019,36 (8), 969 - 980

38. Wang, Genfu; Ma, Shuaishuai; Ström, Jonathan; Suuberg, Eric M.; Yao, Yijun*; Zeng, Lingzao*. Investigating two-dimensional soil gas transport of trichloroethylene in vapor intrusion scenarios involving surface pavements using a pilot-scale tank. J. Hazard. Mater. 2019, 371, 138-145.

37. Yao, Yijun; Mao, Fang; Xiao, Yuting; Luo, Jian. Modeling capillary fringe effect on petroleum vapor intrusion from groundwater contamination. Water Res. 2019, 150, 111-119.

36. Yao, Yijun; Mao, Fang; Xiao, Yuting; Chen, Huanyu; Verginelli, Iason; Luo, Jian. Investigating the role of soil texture in petroleum vapor intrusion. J. Environ. Qual. 2018, 47, 1179-1185.

35. Yao, Yijun; Xiao, Yuting; Mao, Fang; Chen, Huanyu; Verginelli, Iason. Examining the role of sub-foundation soil texture in chlorinated vapor intrusion from groundwater sources with a two-layer numerical model. J. Hazard. Mater. 2018, 359, 544-553. 

34. Yao, Yijun; Verginelli, Iason; Suuberg, Eric M.; Bart, Eklund. Examining the use of USEPA's Generic Attenuation Factor in determining groundwater screening levels for vapor intrusion. Ground Water Monit. R. 2018. 38 (2), 79-89.

33. Yao, Yijun; Mao, Fang; Ma, Shuaishuai; Yao, Yihong; Suuberg, Eric; Tang, Xianjin. Three-dimensional simulation of land drains as a preferential pathway for vapor intrusion into buildings. J. Environ. Qual. 2017. 46, 1424-1433.

32. Yao, Yijun; Wang, Yue; Zhong, Zhong; Tang, Mengling; Suuberg, Eric M. Investigating the role of soil texture in vapor intrusion from groundwater sources. J. Environ. Qual. 2017, 46, 776-784.

31. Yao, Yijun; Verginelli, Iason; Suuberg, Eric M. A two-dimensional analytical model of vapor intrusion involving vertical heterogeneity. Water Resour. Res. 2017, 53 (5), 4499-4513.

30. Yang, Ye; Zhang, Jianyun; Yao, Yijun*. Enantioselective effects of chiral pesticides on their primary targets and secondary targets. Curr. Protein Pept. Sc. 2017, 18 (1), 22-32.

29. Yao, Yijun. Spend more on soil clean-up in China. Nature 2016, 533, 469. （1区 IF=49.962）

28. Yao, Yijun; Wang, Yue; Verginelli, Iason; Suuberg, Eric M.; Ye, Jianfeng. Comparison between PVI2D and Abreu-Johnson’s model for petroleum vapor intrusion assessment. Vadose Zone J. 2016, 15 (11).

27. Verginelli, Iason*; Yao, Yijun*; Suuberg, Eric M. An Excel®-based visualization tool of 2-D soil gas concentration profiles in petroleum vapor intrusion. Ground Water Monit. R. 2016, 36 (2) :94-100.

26. Verginelli, Iason; Yao, Yijun*; Wang, Yue; Ma, Jie; Suuberg, Eric M. Estimating the oxygenated zone beneath building foundations for petroleum vapor intrusion assessment. J. Hazard. Mater. 2016, 312, 84-96. 

25. Yao, Yijun; Verginelli, Iason; Suuberg, Eric M. A two-dimensional analytical model of petroleum vapor intrusion. Water Resour. Res. 2016, 52 (2), 1528-1539.

24. Pennell, Kelly G.; Scammell, Madeleine, K.; McClean, Michael D.; Suuberg, Eric M.; Moradi, Ali; Roghani, Mohammad  Yousef; Ames, Jennifer; Friguglietti, Leigh; Indeglis, Paul A.; Shen, Rui; Yao, Yijun; Heiger-Bernays, Wendyu J. Field data and numerical modeling: a multiple lines of evidence approach for assessing vapor intrusion exposure risks. Sci. Total Environ. 2016, 556, 291-301. 

23. Yao, Yijun; Wu, Yun; Wang, Yue; Verginelli, Iason; Zeng, Tian; Suuberg, Eric M.; Wen, Yuezhong; Ma, Jie. A petroleum vapor intrusion model involving upward advective soil gas flow due to significant methane generation. Environ. Sci. Technol. 2015, 49 (19), 11577-11585.

22. Yao, Yijun; Wu, Yun; Tang, Mengling; Wang, Yue, Wang, Jianjin; Suuberg, Eric M.; Jiang, Lin; Jing, Liu. Evaluation of site-specific lateral inclusion zone for vapor intrusion based on an analytical approach. J. Hazard. Mater. 2015, 298, 221-231. 

21. Yao, Yijun; Wu, Yun; Suuberg, Eric M.; Provoost, Jeroen; Shen, Rui; Ma, Jianqing; Liu, Jing. Vapor intrusion attenuation factors relative to subslab and source, reconsidered in light of background data. J. Hazard. Mater. 2015, 286, 553-561. 

20. Yao, Yijun; Su, Yao; Wu, Yun; He, Ruo.  An analytical model for estimating the reduction of methane emission through landfill cover soils by methane oxidation. J. Hazard. Mater. 2015, 283, 871-879. 

19. Niu, Lili; Ye, Huajun; Xu, Chao; Yao, Yijun; Liu, Weiping. Highly time-and size-resolved fingerprint analysis and risk assessment of airborne elements in a megacity in the Yangtze River Delta, China. Chemosphere 2015, 119, 112-121.

18. Yao, Yijun; Yang, Fangxing; Suuberg, Eric, M.; Provoost, Jeroen; Liu, Weiping. Estimation of contaminant subslab concentration in petroleum vapor intrusion. J. Hazard. Mater. 2014, 279, 336-347.

17. Kong, Jiaoyan; Bai, Yun; Su, Yao; Yao, Yijun; He, Ruo. Effects of trichloroethylene on community structure and activity of methanotrophs in landfill cover soils. Soil Biol. Biochem. 2014, 78, 118-127

16. Yao, Yijun; Shen, Rui; Pennell, Kelly G.; Suuberg, Eric M. Examination of the influence of environmental factors on contaminant vapor concentration attenuation factors using the U.S. EPA's vapor intrusion database. Environ. Sci. Technol. 2013, 47 (2), 906–913.

15. Yao, Yijun; Shen, Rui; Pennell, Kelly G.; Suuberg, Eric M. Examination of the US EPA's vapor intrusion database based on models. Environ. Sci. Technol. 2013, 47(3), 1425–1433.

14. Yao, Yijun; Shen, Rui; Pennell, Kelly G.; Suuberg Eric M. A review of vapor intrusion models. Environ. Sci. Technol. 2013, 47 (6), 2457–2470.

13. Yao, Yijun; Shen, Rui; Pennell, Kelly G.; Suuberg Eric M. A numerical investigation of oxygen concentration dependence on biodegradation rate laws in vapor intrusion. Environ. Sci. - Proc. Imp. 2013, 15 (12), 2345-2354.

12. Yao, Yijun; Shen, Rui; Pennell, Kelly G.; Suuberg Eric M. Estimation of contaminant subslab concentration in vapor intrusion including lateral source-building separation. Vadose Zone J. 2013, 12(3). 

11. Yao, Yijun; Pennell, Kelly G.; Suuberg Eric M. Simulating the effect of slab features on vapor intrusion of crack entry. Build. Environ. 2013, 59, 417-425. 

10. Niu, Lili; Xu, Chao; Yao, Yijun; Liu, Kai; Yang, Fangxing; Tang, Mengling; Liu, Weiping. Status, influences and risk assessment of hexachlorocyclohexanes in agricultural soils across China. Environ. Sci. Technol. 2013, 47 (21), 12140-12147.

9. Shen, Rui*; Yao, Yijun; Pennell, Kelly G.; Suuberg, Eric M. Modeling quantification of the influence of soil moisture on subslab vapor concentration. Environ. Sci. - Proc. Imp. 2013, 15 (7), 1444-1451

8. Yao, Yijun; Pennell, Kelly G.; Suuberg, Eric M. Estimation of subslab concentration in vapor intrusion. J. Hazard. Mater. 2012, 231, 10-17. 

7. Yao, Yijun; Shen, Rui; Pennell, Kelly G. Suuberg, Eric M. Comparison of the Johnson-Ettinger vapor intrusion screening model predictions with full three-dimensional model results. Environ. Sci. Technol. 2011, 45 (6), 2227-2235. 

6. Yao, Yijun; Pennell, Kelly G.; Suuberg, Eric M. Vapor intrusion in urban settings: effect of foundation features and source location. Procedia Environ. Sci. 2011, 4, 245-250.

5. Yao, Yijun; Pennell, Kelly G.; Suuberg, Eric M. The influence of transient processes on vapor intrusion processes. J. Air and Waste Management Association - Vapor Intrusion 2010, 1, 186-210.

4. Xu, Zuxin; Shao, Liu; Yin, Hailong; Chu, Huaqiang; Yao, Yijun. Biological denitrification using corncobs as a carbon source and biofilm carrier. Water Environ. Res. 2009, 81 (3), 242-247.

3. Xu, Zuxin; Yin, Hailong; Yao, Yijun. Prediction of water quality of Huangpu River using a tidal river network model. Environ. Eng. Sci. 2008, 25 (10), 1463-1476

2. Yin, Hailong; Xu, Zuxin; Yao, Yijun; Huang, Shenfa. Eco-Hydraulics Techniques for Controlling Eutrophication of Small Scenery Lakes—A Case Study of Ludao Lake in Shanghai. J. Hydrodyn. 2007, 19 (6), 776-783.

1. Yao, Yijun; Yin, Hailong; Li, Song. The computation approach for water environmental capacity in tidal river network. J. Hydrodyn. 2006, 18, 273-277. 

1. 尧一骏(1/1); 中国土壤学会优秀青年学者奖, 中国土壤学会, 其他, 其他, 2020(尧一骏) (科研奖励)

2. 尧一骏(1/1); 江苏省“双创人才”, 江苏省委组织部, 其他, 其他, 2021(尧一骏) (科研奖励)

3. 尧一骏(3/10); 大型复杂污染场地精准修复与风险管控关键技术研究及应用, 北京市科学技术委员会, 科技进步, 省部二等奖, 2021(姜林; 侯德义; 尧一骏; 杨勇; 钟茂生; 刘爽; 王世杰; 李长利; 陶抒远; 王森杰) (科研奖励)

4. 尧一骏(3/9); 城市挥发类有机污染场地精细化风险评估与修复管控关键技术, 环境保护科学技术奖励委员会, 其他, 省部二等奖, 2022(姜林; 马杰; 尧一骏; 钟茂生; 魏丽; 周友亚; 王世杰; 苗竹; 魏国) (科研奖励)

5. 尧一骏(3/15); 双碳战略下污染场地安全利用与价值重塑全过程低碳关键技术, 中国环境保护产业协会, 其他, 其他, 2024(钟茂生; 马杰; 尧一骏; 姜林; 苗竹; 周友亚; 张文毓; 魏国; 王世杰; 康日峰; 倪鑫鑫; 韩丹; 方华祥; 方英; 徐剑锋) (科研奖励)

本科生：获国家级大学生创新性实验计划项目2项。

研究生：

张望波：入选中国科协青年人才托举工程博士生专项。

周青：获得2025年国家奖学金，“AI赋能水文模型，智能决策新未来”学术创新论坛口头报告一等奖，南京土壤研究所研究生论坛口头报告一等奖。

张燕妮：获得2024年中国科学院地奥二等奖学金。

特别研究助理：

王启煌：入选2025年江苏省卓越博士后。

满俊（2019–2022 年在站）：入选江苏省双创博士，2023 年中国科学院“****”B 类，2024年江苏省青年科技人才托举工程。

已毕业学生去向：

南京土壤研究所：

杨雅迪：2024届联培硕士，南京农业大学读博

樊会峰：2024届联培硕士，许昌市气象局

张舒佑：2023届联培硕士，河海大学读博

崇哲萍：2022届硕士，盐城市大丰区发改局

浙江大学：

刘妍秋：2021届硕士，江苏省城镇供水安全保障中心

王根富：2020届硕士，浙江大学读博

肖玉婷：2019届硕士，德州农工大学（美国）读博

毛芳：2019届硕士，拼多多

马帅帅：2018届硕士，上海建工

王月：2017届硕士，浙江大学读博

吴云：2016届硕士，浙江大学编辑部