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Xiao Feng



Name: Xiao Feng

Tel: (929) 391-1591 (mobile)

Email: xfeng6@ncsu.edu & xiao.feng@pku.edu.cn

 

Education:

Ph.D. Candidate, School of Earth and Space Sciences, Peking University, 2012-present

B.S., Geographic Information Science, Nanjing University, 2008-2012

 

Research Interests & Specialties:

1. Air quality modeling (Satellites Remote Sensing & Statistical)

2. Health effects from air pollution (Exposure & Risk)

3. Spatial analysis and modeling (Satellites Remote Sensing & GIS)

 

Research Experience:

1. Visiting Student, North Carolina State University, Feb 2016-May 2016

2. Research Assistant, Peking University, Sep 2013 - Jul 2015

 

Publications:

Peer-Reviewed Journal Papers:

1. Feng, X., Li, Q., Zhu, Y., Hou, J., 2016. Prediction of hourly ground-level PM2.5 concentrations 3 days in advance using neural networks with satellite data in eastern China, Remote Sensing of Environment (under review). 

2. Feng, X., Li, Q., Zhu, Y., Hou, J., Jin, L., Wang, J., 2015. Artificial neural networks forecasting of PM2.5 pollution using air mass trajectory based geographic model and wavelet transformation. Atmospheric Environment 107, 118–128.

3. Feng, X., Li, Q., Zhu, Y., Wang, J., Liang, H., Xu, R., 2014. Formation and dominant factors of haze pollution over Beijing and its peripheral areas in winter. Atmospheric Pollution Research 5, 1–11.

4. Feng, X., Xiao, P., Li, Q., Liu, X., Wu, X., 2014. Hyperspectral image classification based on 3-D Gabor filter and support vector machines. Spectroscopy and Spectral Analysis, 34(8), 2218-2224.

5. Wang, J., Qin, Q., Zhao, J., Ye, X., Feng, X., Qin, X., Yang, X., 2015. Knowledge-Based Detection and Assessment of Damaged Roads Using Post-Disaster High-Resolution Remote Sensing Image. Remote Sensing 7(4), 4948-4967.

Non-Refereed Conference Proceedings:

1. Feng, X., Li, Q., Zhu, Y., 2014. Bounding the role of domestic heating in haze pollution of Beijing based on satellite and surface observations. International Geoscience and Remote Sensing Symposium (Oral), Quebec, Canada.

2. Feng, X., Li, Q., Zhu, Y., Hou, J., Wang, J., 2015. An estimate of population exposure to automobile source PM2.5 in Beijing using spatiotemporal analysis. International Geoscience and Remote Sensing Symposium (Poster), Milan, Italy.

 

Awards and Honors

1. Academic Innovation Award, Peking University, 2015

2. “PetroChina Scholarship”, Peking University, 2015

3. Ph.D. National Scholarship, Peking University, 2014

4. Two consecutive years “Academic Scholarship”, Peking University, 2012-2014

5. Excellent Graduate of Nanjing University, Nanjing University, 2012

6. Undergraduate National Scholarship, Nanjing University, 2011

7. “HaiChen Scholarship”, Department of Geographic Information Science, 2010

8. Excellent Report of the Social Practice, Nanjing University, 2010

9. Three consecutive years “People’s Scholarship”, Nanjing University, 2008-2011