Songhua Hu

Songhua Hu

CrowdSensing, Human Mobility, GeoAI, Network Science

Publications

Examining factors associated with bike-and-ride (BnR) activities around metro stations in large-scale dockless bikesharing systems

Published in Journal of Transport Geography, 2022

Recommended citation: Hu, Songhua, Mingyang Chen, Yuan Jiang, Wei Sun, and Chenfeng Xiong. "Examining factors associated with bike-and-ride (BnR) activities around metro stations in large-scale dockless bikesharing systems." Journal of Transport Geography 98 (2022): 103271. https://www.sciencedirect.com/science/article/pii/S0966692321003240

Examining spatiotemporal evolution of racial/ethnic disparities in human mobility and COVID-19 health outcomes: Evidence from the contiguous United States

Published in Sustainable cities and society, 2022

Recommended citation: Hu, Songhua, Chenfeng Xiong, Hannah Younes, Mofeng Yang, Aref Darzi, and Zhiyu Catherine Jin. "Examining spatiotemporal evolution of racial/ethnic disparities in human mobility and COVID-19 health outcomes: Evidence from the contiguous United States." Sustainable cities and society 76 (2022): 103506. https://www.sciencedirect.com/science/article/pii/S2210670721007721

Do racial and ethnic disparities in following stay-at-home orders influence COVID-19 health outcomes? A mediation analysis approach

Published in Plos one, 2021

Recommended citation: Hu, Songhua, Weiyu Luo, Aref Darzi, Yixuan Pan, Guangchen Zhao, Yuxuan Liu, and Chenfeng Xiong. "Do racial and ethnic disparities in following stay-at-home orders influence COVID-19 health outcomes? A mediation analysis approach." PloS one 16, no. 11 (2021): e0259803. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0259803

Flatten the curve: Empirical evidence on how non-pharmaceutical interventions substituted pharmaceutical treatments during COVID-19 pandemic

Published in Plos one, 2021

Recommended citation: Luo, Weiyu, Wei Guo, Songhua Hu, Mofeng Yang, Xinyuan Hu, and Chenfeng Xiong. "Flatten the curve: Empirical evidence on how non-pharmaceutical interventions substituted pharmaceutical treatments during COVID-19 pandemic." Plos one 16, no. 10 (2021): e0258379. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0258379

Do personalized economic incentives work in promoting shared mobility? Examining customer churn using a time-varying Cox model

Published in Transportation Research Part C: Emerging Technologies, 2021

Recommended citation: Hu, Songhua, Peng Chen, and Xiaohong Chen. "Do personalized economic incentives work in promoting shared mobility? Examining customer churn using a time-varying Cox model." Transportation Research Part C: Emerging Technologies 128 (2021): 103224. https://www.sciencedirect.com/science/article/abs/pii/S0968090X21002382

A Big-Data Driven Approach to Analyzing and Modeling Human Mobility Trend under Non-Pharmaceutical Interventions during COVID-19 Pandemic

Published in Transportation Research Part C: Emerging Technologies, 2021

Recommended citation: Hu, Songhua, Chenfeng Xiong, Mofeng Yang, Hannah Younes, Weiyu Luo, and Lei Zhang. "A big-data driven approach to analyzing and modeling human mobility trend under non-pharmaceutical interventions during COVID-19 pandemic." Transportation Research Part C: Emerging Technologies 124 (2021): 102955. https://www.sciencedirect.com/science/article/pii/S0968090X20308524

Mobile device location data reveal human mobility response to state-level stay-at-home orders during the COVID-19 pandemic in the USA

Published in Journal of the Royal Society Interface, 2020

Recommended citation: Xiong, Chenfeng, Songhua Hu, Mofeng Yang, Hannah Younes, Weiyu Luo, Sepehr Ghader, and Lei Zhang. "Mobile device location data reveal human mobility response to state-level stay-at-home orders during the COVID-19 pandemic in the USA." Journal of the Royal Society Interface 17, no. 173 (2020): 20200344. https://royalsocietypublishing.org/doi/10.1098/rsif.2020.0344

Mobile device data reveals mobility increase after partial reopening and its strong correlation to COVID-19 infections

Published in Proceedings of the National Academy of Sciences of the United States of America, 2020

Recommended citation: Xiong, Chenfeng, Songhua Hu, Mofeng Yang, Weiyu Luo, and Lei Zhang. "Mobile device data reveal the dynamics in a positive relationship between human mobility and COVID-19 infections." Proceedings of the National Academy of Sciences 117, no. 44 (2020): 27087-27089. https://www.pnas.org/content/117/44/27087

Exploring the effect of battery capacity on electric vehicle sharing programs using a simulation approach

Published in Transportation Research Part D: Transport and Environment, 2019

Recommended citation: Hu, Songhua, Peng Chen, Feifei Xin, and Chi Xie. "Exploring the effect of battery capacity on electric vehicle sharing programs using a simulation approach." Transportation Research Part D: Transport and Environment 77 (2019): 164-177. https://www.sciencedirect.com/science/article/pii/S1361920919311058