| 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 | 314 | 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 | 214 | 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 | 128 | 2022 |
| 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 | 77 | 2020 |
| 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 | 74 | 2021 |
| 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 | 58 | 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 | 49 | 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 | 7 | 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 | 2 | 2022 |
| Aqpet—An R package for air quality policy evaluation Y Dai, B Liu, C Tong, Z Shi Environmental Modelling & Software 177, 106052, 2024 | | 2024 |
| Evaluating China's Central Environmental Inspection Policy Using Machine Learning and Augmented Synthetic Control Methods M Cole, RJR Elliott, B Liu, T Vu, Z Shi Available at SSRN 4527869, 2023 | | 2023 |
| 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 |
| Exploring the Dynamics of Online Auctions for Remanufactured Electronics: Evidence from Explainable Machine Learning Y Park, G Pang, B Liu, K Duan, E Gokalp, J Sanderson, M Cole, ... Available at SSRN 5035471, 0 | | |
| Social Networks Among Officials and Enforcement of Environmental Regulations: Evidence from China K Cheng, R Elliott, B Liu, H Ma | | |
| Exploring the Dynamics of Ebay Online Auctions for Remanufactured Electronics: Evidence from Explainable Machine Learning Y Park, G Pang, B Liu, K Duan, J Sanderson, M Cole, RJR Elliott, ... Available at SSRN 4942122, 0 | | |
| 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 | | |
Matt ColeUniversity of BirminghamVerificeret mail på bham.ac.uk