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PRWP

Reproducibility package for Tracking Air Pollution From Space: High-Resolution Daily Estimates For PM2.5, O3, NO2 And CO

2026
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Reference ID
RR_WLD_2026_678
Author(s)
Brian Blankespoor, Susmita Dasgupta, David Wheeler
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Aug 25, 2026
Last modified
Aug 25, 2026
Page views
16
Downloads
15
  • Project Description
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Other Materials
README for the reproducibility package for Tracking Air Pollution From Space: High-Resolution Daily Estimates For PM2.5, O3, NO2 And CO
Download [PDF, 207.54 KB]
Download https://reproducibility.worldbank.org//catalog/634/download/1904
Reproducibility verification for Tracking Air Pollution From Space: High-Resolution Daily Estimates For PM2.5, O3, NO2 And CO
Download [PDF, 146.29 KB]
Download https://reproducibility.worldbank.org//catalog/634/download/1905
Reproducibility package for Tracking Air Pollution From Space: High-Resolution Daily Estimates For PM2.5, O3, NO2 And CO
Download [ZIP, 1.19 GB]
Download https://reproducibility.worldbank.org//catalog/634/download/1906
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Reproducibility package
aq_rp
.Rhistory
.Rprofile
aq_rp.Rproj
README.md
renv
.gitignore
activate.R
library
windows
R-4.4
x86_64-w64-mingw32
renv
bin
renv
renv.bat
config.yml
DESCRIPTION
doc
ci.html
ci.R
ci.Rmd
docker.html
docker.R
docker.Rmd
faq.html
faq.R
faq.Rmd
index.html
package-install.html
package-install.R
package-install.Rmd
package-sources.html
package-sources.R
package-sources.Rmd
packages.html
packages.R
packages.Rmd
packrat.html
packrat.R
packrat.Rmd
profiles.html
profiles.R
profiles.Rmd
python.html
python.R
python.Rmd
renv.html
renv.R
renv.Rmd
rsconnect.html
rsconnect.R
rsconnect.Rmd
ext
renv.c
help
aliases.rds
AnIndex
figures
logo.svg
paths.rds
renv.rdb
renv.rdx
html
00Index.html
R.css
INDEX
LICENSE
Meta
features.rds
hsearch.rds
links.rds
nsInfo.rds
package.rds
Rd.rds
vignette.rds
NAMESPACE
NEWS.md
R
renv
renv.rdb
renv.rdx
repos
src
contrib
PACKAGES
PACKAGES.gz
PACKAGES.rds
renv_1.2.3.tar.gz
resources
activate.R
scripts-git-askpass.cmd
scripts-git-askpass.sh
vendor
renv.R
WELCOME
rstudio
addins.dcf
schema
draft-07.renv.lock.schema.json
sysreqs
sysreqs.json
settings.json
renv.lock
wp
Data
EDGAR.csv
ERA5_Land_Rasters
temperature_2025-10-14.tif
FUA_All_Cell_IDs.csv
GHS_POP
GHSL_Data_Package_2023.pdf
ghs_pop_dd01.tif
GHS_POP_E2020_GLOBE_R2023A_4326_30ss_V1_0.tif
GHS_POP_E2020_GLOBE_R2023A_4326_30ss_V1_0.tif.ovr
GHS_POP_E2020_GLOBE_R2023A_4326_30ss_V1_0.zip
GHS_POP_GLOBE_R2023A_input_metadata.xlsx
Global_Population_IDs.csv
Koppen_Dummies.csv
Koppen_Geiger_1991_2020
koppen_geiger_0p1.tif
Merit_Dem_Global_ERA5.tif
VariableName_Source.csv
GEE
merit_dem_at_0_1dd.js
merit_dem_at_0_1dd.rar
R Suites
0__Run_All_Programs.R
aq_wp_global_libraries.R
CO
1 Generate Monthly Prediction Databases CO.R
2 Generate CO Estimation Databases.R
3 Revised_CO_Estimator 3.R
4 CO_Predictor_4.R
5 Generate FUA Predicted CO Time Series.R
6 Generate FUA Predicted CO Statistics Time Series.R
7 Generate FUA CO Time Series From Monitors.R
8 Generate FUA CO Monitor Statistics Time Series.R
9 Generate FUA CO Statistics Correlations.R
ddh_0067064_metadata.json
Generate Appendix 1 - Monitored vs. Predicted Ambient Pollution.R
Generate Appendix 2 - Predicted Ambient Pollution.R
Generate Figure 1.R
Generate Figure 2.R
Generate Figure 7 FUA.R
Generate Figure 8 - Daily Tracking Correlations Boxplots.R
Generate Figures 3 4 5 6.R
Generate Figures 3 desc.R
Generate Figures 4 desc.R
Generate Figures 5 desc.R
Generate Figures 6 desc.R
Generate Geographic Coast.R
Generate Geographic Database.R
Generate Population.R
Generate small land area mask.R
Generate Table 1 Model Estimation Statistics.R
Generate Weather Database.R
load_data_era5.R
load_koppen.R
load_land_and_ocean.R
load_tropomo_data.R
load_wb_gad_adm0.R
NO2
1 Generate Monthly Prediction Databases NO2.R
2 Generate NO2 Estimation Databases.R
3 Revised_NO2_Estimator 3.R
4 NO2_Predictor_4.R
5 Generate FUA Predicted NO2 Time Series.R
6 Generate FUA Predicted NO2 Statistics Time Series.R
7 Generate FUA NO2 Time Series From Monitors.R
8 Generate FUA NO2 Monitor Statistics Time Series.R
9 Generate FUA NO2 Statistics Correlations.R
O3
1 Generate Monthly Prediction Databases O3.R
2 Generate O3 Estimation Databases.R
3 Revised_O3_Estimator 3.R
4 O3_Predictor_4.R
5 Generate FUA Predicted O3 Time Series.R
6 Generate FUA Predicted O3 Statistics Time Series.R
7 Generate FUA O3 Time Series From Monitors.R
8 Generate FUA O3 Monitor Statistics Time Series.R
9 Generate FUA O3 Statistics Correlations.R
PM25
.Rhistory
1 Generate Monthly Prediction Databases PM25.R
2 Generate PM25 Estimation Databases.R
3 Revised_PM25_Estimator 3.R
4 PM25_Predictor_4.R
5 Generate FUA Predicted PM25 Time Series.R
6 Generate FUA Predicted PM25 Statistics Time Series.R
7 Generate FUA PM25 Time Series From Monitors.R
8 Generate FUA PM25 Monitor Statistics Time Series.R
9 Generate FUA PM25 Statistics Correlations.R
data_hash_report.csv
LICENSE.txt
README.pdf
reproducibility_report_RR_WLD_2026_678.pdf
WB-IGO-RIDER.txt
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