Selected Publications (* corresponding author)
2022
1. Zhao, B.; Shuai, C.-Y.; Qu, S.; Xu, M.* Use deep learning to fill data gaps in environmental footprint accounting. Environmental Science & Technology 2022, 56 (16), 11897-11906.
2. Shuai, C.-Y.; Yu, L.; Chen, X.; Zhao, B.; Qu, S.; Zhu, J.; Liu, J.; Miller, S. A.; Xu, M.* Principal indicators to monitor Sustainable Development Goals. Environmental Research Letters 2022, 16 (2), 124015.
3. Kang, P.; Song, G.-H.; Xu, M.*; Miller, T. R.; Wang, H.-K.; Zhang, H.; Liu, G.; Zhou, Y.; Ren, J.-S.; Zhou, R.-Y.; Duan, H.-B.* Low-carbon pathways for the booming express delivery sector in China. Nature Communications 2021, 12, 450.
4. Qu, S.; Yang, Y.-T.; Wang, Z.-H.; Zou, J.-P.; Xu, M.* Great divergence exists in Chinese provincial trade-related CO2 emission accounts. Environmental Science & Technology 2020, 54 (14), 8527-8538.
5. Liang, S.; Qu, S.; Zhao, Q.-T.; Zhang, X.-L.; Daigger, G. T.; Newell, J. P.; Miller, S. A.; Johnson, J. X.; Love, N. G.; Zhang, L.-X.; Yang, Z.-F.; Xu, M.* Quantifying the urban food-energy-water nexus: the case of the Detroit Metropolitan Area. Environmental Science & Technology 2019, 53 (2), 779-788.
2021
1. Zhao, B.; Shuai, C.-Y.; Hou, P.; Qu, S.; Xu, M.* Estimation of unit process data for life cycle assessment using a decision tree-based approach. Environmental Science & Technology 2021, 55 (12). 8439-8446.
2. Zhao, B.; Yu, L.; Wang, C.-Y.; Shuai, C.-Y.; Zhu, J.; Qu, S.; Taiebat, M.; Xu, M.* Urban air pollution mapping using fleet vehicles as mobile monitors and machine learning. Environmental Science & Technology 2021, 55 (8), 5579-5588.
3. Wang, C.-Y.; Liu, Y.; Chen, W.-Q.; Zhu, B.; Qu, S.; Xu, M.* Critical review of global plastics stock and flow data. Journal of Industrial Ecology 2021, 25 (5), 1300-1317.
4. Kang, P.; Song, G.-H.; Xu, M.*; Miller, T. R.; Wang, H.-K.; Zhang, H.; Liu, G.; Zhou, Y.; Ren, J.-S.; Zhou, R.-Y.; Duan, H.-B.* Low-carbon pathways for the booming express delivery sector in China. Nature Communications 2021, 12, 450.