Abrupt but smaller than expected changes in surface air quality attributable to COVID-19 lockdowns Z Shi, C Song, B Liu, G Lu, J Xu, T Van Vu, RJR Elliott, W Li, WJ Bloss, ... Science advances 7 (3), eabd6696, 2021 | 247 | 2021 |
The impact of the Wuhan Covid-19 lockdown on air pollution and health: a machine learning and augmented synthetic control approach MA Cole, RJR Elliott, B Liu Environmental and Resource Economics 76 (4), 553-580, 2020 | 182 | 2020 |
Revealing drivers of haze pollution by explainable machine learning L Hou, Q Dai, C Song, B Liu, F Guo, T Dai, L Li, B Liu, X Bi, Y Zhang, ... Environmental Science & Technology Letters 9 (2), 112-119, 2022 | 70 | 2022 |
Chemistry of atmospheric fine particles during the COVID‐19 pandemic in a megacity of eastern China L Liu, J Zhang, R Du, X Teng, R Hu, Q Yuan, S Tang, C Ren, X Huang, ... Geophysical Research Letters 48 (2), 2020GL091611, 2021 | 65 | 2021 |
Variation in concentration and sources of black carbon in a megacity of China during the COVID‐19 pandemic L Xu, J Zhang, X Sun, S Xu, M Shan, Q Yuan, L Liu, Z Du, D Liu, D Xu, ... Geophysical research letters 47 (23), e2020GL090444, 2020 | 65 | 2020 |
Spring Festival and COVID‐19 lockdown: disentangling PM sources in major Chinese cities Q Dai, L Hou, B Liu, Y Zhang, C Song, Z Shi, PK Hopke, Y Feng Geophysical Research Letters 48 (11), e2021GL093403, 2021 | 45 | 2021 |
Attribution of air quality benefits to clean winter heating policies in China: Combining machine learning with causal inference C Song, B Liu, K Cheng, MA Cole, Q Dai, RJR Elliott, Z Shi Environmental Science & Technology 57 (46), 17707-17717, 2023 | 15 | 2023 |
Assessing the Impacts of Birmingham’s Clean Air Zone on Air Quality: Estimates from a Machine Learning and Synthetic Control Approach B Liu, JR Bryson, D Sevinc, MA Cole, RJR Elliott, SE Bartington, WJ Bloss, ... Environmental and Resource Economics 86 (1), 203-231, 2023 | 3 | 2023 |
Quantifying the impact of clean air policy interventions for air quality management Z Shi, B Liu, K Cheng, R Elliot, M Cole, JR Bryson University of Birmingham, 2022 | 1 | 2022 |
Essays on the effectiveness of air pollution control policies in China B Liu University of Birmingham, 2022 | | 2022 |
Spring festival and COVID-19 lockdown Q Dai, L Hou, B Liu, Y Zhang, C Song, Z Shi, PK Hopke, Y Feng | | 2021 |
Attribution of air quality benefits to clean winter heating polices in China C Song, B Liu, K Cheng, MA Cole, Q Dai, RJR Elliott, Z Shi | | |