refereed journal articles
- Qi, M., Xu, C., Zhang, W., Demuzere, M., Hystad, P., Lu, T., James, P., Bechtel, B., & Hankey, S. (2024). Mapping urban form into local climate zones for the continental US from 1986–2020. Scientific Data, 11(1), 195 (IF: 6.10).
- Huang, X., Wang, S., Lu, T., Liu, Y., & Serrano-Estrada, L. (2024). Crowdsourced geospatial data is reshaping urban sciences. International Journal of Applied Earth Observation and Geoinformation, 103687.
- Huang, X., Wang, S., Yang, D., Hu, T., Chen, M., Zhang, M., Zhang, G., Biljecki, F., Lu, T., Zou, L., Wu, Y., Park, YM., Li, X., Liu, Y., Fan, H., Mitchell, J., Li, Z., Hohl, A. (2024). Crowdsourcing geospatial data for earth and human observations: a review, Journal of Remote Sensing, 4, 0105.
- Lu, T., Garcia, DA., Garcia, A., Liu, Y. (2023). Leveraging crowd-sourced environmental data to assess air pollution exposure: a case of Los Angeles County, International Journal of Applied Earth Observation and Geoinformation. (IF: 7.50).
- Bechle, MJ., Bell, ML., Goldberg, DL., Hankey, S., Lu, T., Presto, AA., Robinson, AL., Schwartz, J., Shi, L., Zhang, Y., Marshall, DJ. (2023). Intercomparison of six national empirical models for PM2.5 air pollution in the contiguous US, Transport Findings.
- Lu, T., Liu, Y., Garcia, A., Wang, M., Li, Y., Bravo-Villasenor, G., Campos, K., Xu, J., Han, B. (2022). Leveraging citizen science and low-cost sensors to characterize air pollution exposure of disadvantaged communities in southern California, International Journal of Environmental Research and Public Health, 19(14), 8777. (IF: 4.61). Download
- Lin, Z., Wang, Y., Ye, X., Wan, Y., Lu, T., & Han, Y. (2022). Effects of low-carbon visualizations in landscape design based on virtual eye-movement behavior preference. Land, 11(6), 782. (IF: 3.47). Download
- Lu, T., Bechle, MJ., Wan, Y., Presto, AA., Hankey, S. (2022), Using crowd-sourced low-cost sensors in a land use regression of PM2.5 in 6 US cities, Air Quality, Atmosphere & Health (IF: 5.80). Download
- Peng, S., Lu, T., Liu, Y., Li, Z., Liu, F., Sun, J., Chen, M., Wang, H., Xiang, H. (2022), Short-term exposure to fine particulate matter and its constituents may affect renal function via oxidative stress: A longitudinal panel study, Chemosphere, 133570 (IF: 8.94). Download
- Lu, T., Marshall, DJ., Zhang, W., Hystad, P., Kim, SY., Bechle, MJ., Demuzere, M., Hankey, S. (2021), National empirical models of air pollution using microscale measures of the urban environment, Environmental Science and Technology. (IF: 11.36). Download
- Li, Z., Liu, Y., Lu, T., Peng, S., Liu, F., Sun, J., Xiang, H. (2021), Acute effect of fine particulate matter on blood pressure, heart rate and related inflammation biomarkers: a panel study in healthy adults, Ecotoxicology and Environmental Safety, 228, 113024 (IF: 7.13). Download
- Yao, Y., Lu, T., Liu, Y., Qin, Q., Jiang, J., & Xiang, H. (2021), Association of depressive symptoms with ambient PM2.5 in middle-aged and elderly Chinese adults: A cross-sectional study from the China health and Retirement Longitudinal Study wave 4, Environmental Research, 203, 111889. (IF: 8.43). Download
- Chen, G., Chen, J., Dong, G. H., Yang, B. Y., Liu, Y., Lu, T., ... & Li, S. (2021), Improving satellite-based estimation of surface ozone across China during 2008–2019 using iterative random forest model and high-resolution grid meteorological data, Sustainable Cities and Society, 69, 102807 (IF: 10.70). Download
- Demuzere, M., Hankey, S., Mills, G., Zhang, W., Lu, T., & Bechtel, B. (2020), Combining expert and crowd-sourced training data to map urban form and functions for the continental US, Scientific Data, 7(1), 1-13 (IF: 6.10). Download
- Lu, T., Lansing, J., Zhang, W., Bechle, MJ., Hankey, S. (2019), Land Use Regression models for 60 volatile organic compounds: Comparing Google Point of Interest (POI) and city permit data, Science of The Total Environment, 677, 131-141 (IF: 7.96). Download
- Lu, T., Mondschein, A., Buehler, R., Hankey, S. (2018), Adding temporal information to direct-demand models: Hourly estimation of bicycle and pedestrian traffic in Blacksburg, VA, Transportation Research Part D: Transport and Environment, 63, 244-260 (IF: 7.04). Download
- Hankey, S., Lu, T., Mondschein, A., Buehler, R. (2017), Merging traffic monitoring and direct-demand modeling to assess spatial patterns of annual average daily bicycle and pedestrian traffic, Transportation Research Board 96th Annual Meeting.
- Hankey, S., Lu, T., Mondschein, A., Buehler, R. (2017), Spatial models of active travel in small communities: Merging the goals of traffic monitoring and direct-demand modeling, Journal of Transport & Health, 7, 149-159 (IF: 3.61). Download
- Lu, T., Buehler, R., Mondschein, A., Hankey, S. (2017), Designing a bicycle and pedestrian traffic monitoring program to estimate annual average daily traffic in a small rural college town, Transportation Research Part D: Transport and Environment, 53, 193-204 (IF: 7.04). Download
mANUSCRIPT IN PREPARATION
- Lu, T., Ke, J., Prager, F., Martinez, NJ., “TELE-commuting” during the COVID-19 pandemic and beyond: unveiling state-wide patterns and trends of telecommuting.
- Lu, T., Liu, Y., Marshall, DJ., Racial-ethnic disparities in PM2.5 exposure in California: differences by season and daily pollution level.
- Lu, T., Bechle, MJ., Presto, AA., Hankey, S., Developing national Land Use Regression models of using PM2.5 “Internet of Things” sensors.
- Lu, T., Zhang, W., Hankey, S., Exploring the relationship between urban form and air quality in the US: empirical evidence of Local Climate Zone.
- Liu, Y., Lu, T., Kaufman, J., Simpson, C., Austin, E., Seto, E., The short-term health effect of traffic-related air pollution: a systematic review of individual-level studies.
TECHNICAL REPORT
- Hankey, S., Lu, T., Mondschein, A., Buehler, R., Designing a bicycle and pedestrian traffic count program to estimate performance measures on streets and sidewalks in Blacksburg, VA, MATS-UTC. Download