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Data Description

The UNEP Pollution Dashboard displays the global state of air pollution, major sources, the impact on human health, and national efforts to tackle this critical issue. The dashboard shows different sets of data:

  • Data for the sector section was reaggregated from country data into UNEP regions, which are different from the ones used in the study.

-- Methodology for information on how Global Burden Diseases estimates are produced.

Codebook

In 2021, in response to increases in quality and quantity of evidence of air pollution impacts, the WHO updated the PM2.5 annual mean Air Quality Guideline (AQG) to 5µg/m3. The update halves the previous 2005 guideline level of 10µg/m3. For current state:

:variable_name :description
AQG 2021 5 µg/m3 a year
Interim Target 4 10 µg/m3
Interim Target 3 15 µg/m3
Interim Target 2 25 µg/m3
Interim Target 1 35 µg/m3

Air pollution exposure contributes to a number of key illnesses globally but its contribution is not borne equally across the world. For exposure:

:variable_name :description
TK TK TK TK

Air pollution is a major global health epidemic and causes one in nine deaths worldwide. Exposure to PM2.5 reduced average global life expectancy by approximately one year in 2019. For total deaths 'Health impacts' section:

:variable_name :description
name Country
id Identification from the [Country-dictionary]
deaths Number of deaths by country in 2019 caused by air pollution

The deadliest illnesses linked to PM2.5 air pollution are stroke, heart disease, lung disease and cancer. High levels of fine particles also contribute to other illnesses, like diabetes, can hinder cognitive development in children and also cause mental health problems. For 'Health impacts' by disease:

:variable_name :description
measure_name Indicator for which the estimates are produced — Deaths, percent, rate by 100,000 people ...
location_name Country name
sex_name Sex or Both
cause_name A type of injury or disease —or a group of them— that causes the death or disability
rei_name A risk causally associated with an increased probability of that disease or injury.
metric_name The unit in which measure_name is expressed
year Year of the estimate
val Median
upper Upper bound of the 95% uncertainty interval
lower Lower bound of the 95% uncertainty interval

Residential pollution is the main human-made source of fine particles globally, while windblown dust is a major source in much of Africa and West Asia. Data for sectors and regions was filtred from this source: AQ Actions Report - Country Data (Survey_06 July 2022). And the value is a number from 1 to 4: 1-Target met, 2-On track, 3-No policies and 4-No data.

:variable_name :description
ind-1 INDUSTRY- Clean production incentives
tra-1 TRANSPORT- Vehicle emission standards
tra-2 TRANSPORT- Fuel Sulphur content
waste-1 WASTE- Solid Waste Burning
res-1 RESIDENTIAL (HOUSEHOLD AIR POLLUTION). Number of countries that promote use of clean energy in households for cooking and heating.
agri-1 AGRICULTURE- Sustainable agricultural practices
aqms-1 AIR QUALITY MANAGEMENT STRATEGIES (AQMS)- Countries with an AQMS, framework or plan of action
aqm-1 AIR QUALITY MONITORING
aq-1 AIR QUALITY STANDARDS
                                             |

Minor data transformations

ObservableHQ notebooks