Improving the Design Stage of Air Pollution Studies Based On Wind Patterns

Hello and welcome!

This website gathers all the materials for the paper Improving the Design Stage of Air Pollution Studies Based On Wind Patterns by Léo Zabrocki, Anna Alari and Tarik Benmarhnia.

To illustrate how our approach works, we study the effect of North-East winds on particulate matter concentrations in Paris over the 2008-2018 period. We were not allowed to share weather data from Météo-France so we added some noise to the weather parameters.

The website is structured as follows:

  • A PDF version of preprint of the article is accessible through the Article.
  • The Data tab describes the data wrangling procedure. It also contains a detailed exploratory data analysis.
  • The Matching Analysis tab presents all steps to implement the matching procedure, check covariates balance, analyse the matched data and carry out robustness checks.
  • The GitHub directory contains the R codes to reproduce all results of the article.

Improving the Design Stage of Air Pollution Studies Based On Wind Patterns

Hello and welcome!

This website gathers all the materials for the paper Improving the Design Stage of Air Pollution Studies Based On Wind Patterns by Léo Zabrocki, Anna Alari and Tarik Benmarhnia.

To illustrate how our approach works, we study the effect of North-East winds on particulate matter concentrations in Paris over the 2008-2018 period. We were not allowed to share weather data from Météo-France so we added some noise to the weather parameters.

The website is structured as follows:

  • A PDF version of preprint of the article is accessible through the Article.
  • The Data tab describes the data wrangling procedure. It also contains a detailed exploratory data analysis.
  • The Matching Analysis tab presents all steps to implement the matching procedure, check covariates balance, analyse the matched data and carry out robustness checks.
  • The GitHub directory contains the R codes to reproduce all results of the article.