earthlab/estimate-pm25 repository overview

⁠estimate-pm25

Earth Lab's health team project to estimate air pollution exposures across the western U.S. for an 11-year period (2008-2018).

To pull and run docker container with Python, execute:

docker pull earthlab/estimate-pm25 docker run -d earthlab/estimate-pm25 docker ps (to get the container name) docker exec -it <container name> /bin/bash

To pull and run docker container with R, execute:

docker pull earthlab/r-reidgroup docker run -e PASSWORD=yourpassword -d -p 8787:8787 earthlab/r-reidgroup

This repository contains the following files and directories:

• PM25-estimation: R code to execute the machine learning algorithms that will be used to estimate PM2.5 exposures
• process-earth-observations: Python code to programatically download and process earth observation data sets necessary for our analysis