The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach

We quantify the impact of the Wuhan Covid-19 lockdown on concentrations of four air pollutants using a two-step approach. First, we use machine learning to remove the confounding effects of weather conditions on pollution concentrations. Second, we use a new augmented synthetic control method (Ben-M...

Descripción completa

Detalles Bibliográficos
Autores principales: Cole, Matthew A., Elliott, Robert J R, Liu, Bowen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416596/
https://www.ncbi.nlm.nih.gov/pubmed/32836865
http://dx.doi.org/10.1007/s10640-020-00483-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416596/
https://www.ncbi.nlm.nih.gov/pubmed/32836865
http://dx.doi.org/10.1007/s10640-020-00483-4

Ejemplares similares