教育工作经历

2020.1 至今，北京大学深圳研究生院beat365体育官网平台，博士后，助理研究员

2016.9-2019.12 南开大学 环境科学 博士

2017.10-2018.10 美国佐治亚理工学院 访问学者

2013.9-2016.6南开大学 环境科学 硕士

2008.9-2012.6天津科技大学 环境科学 学士

研究方向

机器学习，PM_2.5和臭氧来源解析，二次气溶胶气候效应

研究成果

论文

1. Peng, X.; Xie, T. T.; Tang, M. X.; Cheng, Y.; Peng, Y.; Wei, F. H.; Cao, L. M.; Yu, K.; Du, K.; He, L. Y.; Huang, X. F. Critical Role of Secondary Organic Aerosol in Urban Atmospheric Visibility Improvement Identified by Machine Learning. Environmental Science & Technology Letters. 2023.

2. Peng, X.; Huang, X.F.; Wei, F.H.; Yan, R.H.; Tang, M.X.; Ji, J.P.; He, L.Y. Identifying the key drivers in retrieving blue sky during rapid urbanization in Shenzhen, China. Journal of Cleaner Production.2022, 356, 131829.

3. Yan, R.H.;^# Peng, X.; ^# Lin, W.W.; He, L.Y.; Wei, F.H.; Tang, M.X.; Huang, X.F. Trends and Challenges Regarding the Source-Specific Health Risk of PM2.5-Bound Metals in a Chinese Megacity from 2014 to 2020. Environmental Science & Technology. 2022, 56 (11), 6996-7005.

4. Peng, X.; Vasilakos, P.; Nenes, A.; Shi, G.L.; Yu Qian, Y.; Shi, X.R.; Xiao, Z.M.; Chen, K.; Feng, Y.C.; Russell, A.G. A detailed analysis of estimated pH, activity coefficients and ion concentrations between the three aerosol thermodynamic models. Environmental Science & Technology. 2019, 53(15): 8903-8913.

5. Peng, X.; Liu, XX.; Shi, XR.; Shi, GL.; Li, M.; Liu, JY.; Huangfu, YQ.; Xu, H.; Ma, RY.; Wang, W.; Feng, YC. Source apportionment using receptor model based on aerosol mass spectra and 1 h resolution chemical dataset in Tianjin, China. Atmospheric Environment. 2019, 198, 387-397.

6. Peng, X.; Shi, G.L.; Liu, G.R.; Xu, J.; Tian, Y.Z.; Zhang, Y.F.; Feng, Y.C.; Russell, A.G. Source apportionment and heavy metal health risk (HMHR) quantification from sources in a southern city in China, using an ME2-HMHR model. Environment Pollution. 2017, 211,335-342.

7. Peng, X.; Shi, GL.; Gao, J.; Liu, JY.; HuangFu, YQ.; Ma, T.; Wang, HT.; Zhang, YC.; Wang, H.; Li, H.; Ivey, CE.; Feng, YC. Characteristics and sensitivity analysis of multiple-time-resolved source patterns of PM_2.5 with real time data using Multilinear Engine 2. Atmospheric Environment. 2016,139,113-121.

8. Peng, X.; Shi, G.L.; Zheng, J.; Liu, J.Y.; Shi, X.R.; Xu, J.; Feng, Y.C. Influence of quarry mining dust on PM2.5 in a city adjacent to a limestone quarry: Seasonal characteristics and source contributions. Science of the Total Environment. 2016, 550,940-949.

9. 林楚雄,姚沛廷,彭杏^*,古添发,孙天乐,云龙,何凌燕,黄晓锋.深圳市城区冬季大气PM_2.5在线来源解析[J].中国环境科学,2023,43(02):506-513.

10.彭杏,刘贵荣,郑俊,姚逊,费勇,史国良,张裕芬.采矿扬尘源成分谱化学组分特征研究[J].环境污染与防治,2016,38(01):36-40.

11.彭杏,史旭荣,史国良,田瑛泽,董世豪,冯银厂.基于受体模型和源成分谱的缺失组分反演算法[J].中国环境科学,2019,39(03):939-947.

12.彭杏,丁净,史国良,韩见弘,吴万庆,王克玲,冯银厂.呼和浩特市源成分谱特征研究[J].环境污染与防治,2016,38(09):57-61.

专利

1. 史国良; 董世豪; 彭杏; 冯银厂. 缺失组分迭代反演标定嵌套—PMF源解析算法, 2020-12-01, 中国,ZL201810851472.6 (专利)

2. 史国良；史旭荣；彭杏；董世豪；刘佳媛；冯银厂. 基于实测源成分谱和源解析技术的受体Si和Al重构方法.2021-6-29, ZL201810188930.2(专利)

获奖

大气颗粒物动态源解析关键技术与应用, 中华人民共和国环境保护部, 环境保护科学技术奖, 省部二等奖, 2020(高健; 史国良; 刘保献; 李梅; 韩力慧; 王莉华; 彭杏; 张岳翀; 马彤)