benmarhnia-lab / border_smoke_covid

This is the code and data for the following manuscript Title: The differential impact of wildfire smoke on COVID-19 cumulative deaths in the San Diego-Tijuana border region

Wildfire smoke impacts on COVID-19 in border region

This is the code and data for the following manuscript Title: The differential impact of wildfire smoke on COVID-19 cumulative deaths in the San Diego-Tijuana border region Authors: Lara Schwarz, Rosana Aguilera, Javier Emmanuel Castillo Quiñones, L.C. Aguilera-Dodier, María Evarista Arellano García and Tarik Benmarhnia

Data

COVID-19: Mexican Secretary of Health Epidemiological Surveillance System for Viral Respiratory Diseases Bases de datos covid 19 en méxico. https://datos.gob.mx/busca/dataset/informacion-referente-a-casos-covid-19-en-mexico Información del Sistema de Vigilancia Epidemiológica de Enfermedades Respiratoria Viral. -Mexico- 211013COVID19MEXICO.csv

United states CDC. 2020. Cdc covid data tracker. https://covid.cdc.gov/covid-data-tracker/#datatracker-home -United States- Covid_smoke_by_county

Smoke: NOAA hazard mapping smoke product: https://www.ospo.noaa.gov/Products/land/hms.html Processed at the County/Municipality level -Mexico- smk_intsct_Mex.csv -United States- Covid_smoke_by_county.dta

Mobility: Google Community Mobility Reports: https://www.google.com/covid19/mobility/ -Mexico-2020_MX_Region_Mobility_Report.csv -Unites States- 2020_US_Region_Mobility_Report.csv

Code

Smoke estimation Mexico: Wildfire_smoke_estimation_Mexico.R

STATA synthetic control analysis San Diego- Wildfire_smoke_covid_San_Diego.do Tijuana- Wildfire_smoke_covid_Tijuana.do

R gsynth analysis San Diego and Tijuana: wildfires_covid_gsynth.R