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Reproducibility package for Designing Air Quality Measurement Systems in Data-Scarce Settings

2024
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Reference ID
RR_SEN_2024_193
DOI
https://doi.org/10.60572/mkc4-vj43
Author(s)
Bridget Hoffmann, Sveta Milusheva
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 01, 2024
Last modified
Nov 01, 2024
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Other Materials
README for the reproducibility package for Designing Air Quality Monitoring Systems for Measurement and Environmental Policy Evaluation in Data-Scarce Environments
Download [PDF, 382.75 KB]
Reproducibility package (code and partial data) for Designing Air Quality Monitoring Systems for Measurement and Environmental Policy Evaluation in Data-Scarce Environments
Download [ZIP, 9.1 MB]
Download https://reproducibility.worldbank.org/index.php/catalog/204/download/580
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gee_satellite_data.js
load_modis_data.js
load_merra2_data.js
constructing_dataset.ipynb
environment.yml
master.ipynb
plots.ipynb
set-up.ipynb
backup.trk
convdate.ado
convdate.sthlp
estadd.ado
estadd.hlp
estout.ado
estout.hlp
estpost.ado
estpost.hlp
eststo.ado
eststo.hlp
esttab.ado
esttab.hlp
extrdate.ado
extrdate.sthlp
numdate.ado
numdate.sthlp
rmse.ado
rmse.hlp
stata.trk
winsor2.ado
winsor2.sthlp
_eststo.ado
_eststo.hlp
calibration.do
correlations.do
master.do
rmse.do
tables.do
Dakar_SHP.cpg
Dakar_SHP.dbf
Dakar_SHP.prj
Dakar_SHP.shp
Dakar_SHP.shx
sen_admbnda_adm3_1m_gov_ocha_20190426.cpg
sen_admbnda_adm3_1m_gov_ocha_20190426.dbf
sen_admbnda_adm3_1m_gov_ocha_20190426.prj
sen_admbnda_adm3_1m_gov_ocha_20190426.sbn
sen_admbnda_adm3_1m_gov_ocha_20190426.sbx
sen_admbnda_adm3_1m_gov_ocha_20190426.shp
sen_admbnda_adm3_1m_gov_ocha_20190426.shx
LICENSE.txt
avg_pm25_cf1_from_Low-cost_and_PM25_no_dust_from_Satellite_from_2020-01-10_to_2021-12-31__daily.png
avg_pm25_cf1_from_Low-cost_and_PM2_5___g_m___from_Satellite_from_2020-01-10_to_2021-12-31__daily.png
daily_avg_across_all_monitors.png
daily_avg_overtime.html
Jaffe__pm1_10__from_Low-cost_and_PM2_5___g_m___from_Satellite_from_2020-01-10_to_2021-12-31__daily.png
Jaffe__pm1_10__from_Low-cost__Jaffe_Calibration___and_pm25_reliable__g_m__from_Regulatory_from_2023-05-10_to_2023-11-30__daily.png
Local_Calibration__Hourly__from_Low-cost_and_PM2_5___g_m___from_Satellite_from_2020-01-10_to_2021-12-31__daily.png
Local_Calibration__Hourly__from_Low-cost__Local_Calibration___and_pm25_reliable__g_m__from_Regulatory_from_2023-05-10_to_2023-11-30__daily.png
Local_Calibration__Hourly__from_Low-cost__Local_Calibration___and_pm25_reliable__g_m__from_Regulatory_from_2023-05-10_to_2023-11-30__weekly.png
Low-cost_and_Regulatoryfrom_2020-03-03_to_2020-04-04.png
Low-cost_covid_event_D.png
Low-cost_covid_event_W.png
Low-cost_vs_Satellite_2020_covid_event_D.png
map_locations_PA_Regulatory.html
number_active_monitors_daily.png
pm25_daily_values.png
PM2_5___g_m___from_Low-cost__Unadjusted___and_pm25_reliable__g_m__from_Regulatory_from_2023-05-10_to_2023-11-30__daily.png
PM2_5___g_m___from_Satellite_and_PM25_no_dust_from_Satellite__excluding_dust__from_2020-01-10_to_2021-12-31__daily.png
Regulatory_covid_event_D.png
Regulatory_covid_event_W.png
Regulatory_vs_Satellite_2020_covid_event_D.png
Satellite_and_Regulatoryfrom_2019-01-10_to_2019-12-31__daily.png
Satellite_and_Regulatoryfrom_2019-01-10_to_2020-12-31__weekly.png
Satellite_and_Regulatoryfrom_2020-01-10_to_2020-12-31__daily.png
Satellite_and_Regulatoryfrom_2020-03-03_to_2020-04-04.png
Satellite_and_Regulatory_from_2012-01-10_to_2020-12-31__monthly.png
Satellite_covid_event_D.png
Satellite_covid_event_W.png
calibrations_daily.tex
calibrations_hourly.tex
coefficient_comparison_hourly.tex
correlation.tex
local_calibration.tex
max_daily_2020+2023.tex
reg_daily_2017.tex
reg_daily_2020+2023.tex
reg_hourly_2017.tex
reg_hourly_2020+2023.tex
rmse.tex
README.pdf
Reproducibility verification-RR_SSA_2024_193.pdf
Reproducibility verification for the reproducibility package for Designing Air Quality Monitoring Systems for Measurement and Environmental Policy Evaluation in Data-Scarce Environments
Download [PDF, 143.58 KB]
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