Skip to content

jobonaf/scenario-unbias

Folders and files

NameName
Last commit message
Last commit date

Latest commit

5003052 · Jan 8, 2025

History

7 Commits
Jan 8, 2025
Dec 19, 2024
Jan 8, 2025

Repository files navigation

scenario-unbias

removing bias from air quality scenarios

R code

script description
prepare-aq-obs-data.R prepare air quality data for script testing
check-aq-raster.R check the prepared AQ data
unbias-aq-scenario.R function to process the unbiasing of a scenario
interpolate-points-to-grid.R interpolate sparse data (or coefficients) to a grid
test_interpolation.R test and plot results of the interpolation
calibrate-unbias-coefficient.R calibrate the coefficients for correction, comparing base case vs observed data
apply-unbiasing.R apply the correction coefficients to a scenario

data

file name description source
pm25_avg_18.tif PM2.5 2018 annual mean, interpolated on 1km grid downloaded from https://www.eea.europa.eu/en/datahub/datahubitem-view/938bea70-07fc-47e9-8559-8a09f7f92494
pm25_avg_22.tif PM2.5 2022 annual mean, interpolated on 1km grid downloaded from https://www.eea.europa.eu/en/datahub/datahubitem-view/938bea70-07fc-47e9-8559-8a09f7f92494
eea_obs_pm25_bkg_2022.csv PM2.5 2022 annual mean, measured in European background stations prepared with prepare-aq-obs-data.R
eea_obs_pm25_bkg_2023.csv PM2.5 2023 annual mean, measured in European background stations prepared with prepare-aq-obs-data.R

About

removing bias from air quality scenarios

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages