| Code | EN.ATM.PM25.MC.M3 |
| Indicator Name | PM2.5 air pollution, mean annual exposure (micrograms per cubic meter) |
| Long definition | Population-weighted exposure to ambient PM2.5 pollution is defined as the average level of exposure of a nation's population to concentrations of suspended particles measuring less than 2.5 microns in aerodynamic diameter, which are capable of penetrating deep into the respiratory tract and causing severe health damage. Exposure is calculated by weighting mean annual concentrations of PM2.5 by population in both urban and rural areas. |
| Source | Global Burden of Disease Study 2023 (GBD 2023) Air Pollution Exposure Estimates and Risk Curves 1990-2023, Global Burden of Disease Collaborative Network, uri: https://ghdx.healthdata.org/record/ihme-data/gbd-2023-air-pollution-exposure-estimates-1990-2023, note: Need to create account to retrieve data., publisher: Institute for Health Metrics and Evaluation (IHME), date accessed: 2026-04-03, date published: 2026-01-23 |
| Topic | Environment: Emissions |
| Dataset | WB_WDI |
| Unit of measure | microgram per cubic meter |
| Periodicity | Annual |
| Reference period | 1990-2020 |
| Aggregation method | Weighted average |
| Statistical concept and methodology | Methodology: Population exposure to ambient PM2.5 air pollution is estimated using an integrated modeling approach developed for the Global Burden of Disease (GBD) study by the Institute for Health Metrics and Evaluation (IHME). Annual mean concentrations of fine particulate matter (PM2.5) are derived by combining satellite-based aerosol optical depth measurements, chemical transport models, and available ground-level air quality monitoring data. These data sources are fused using geophysical–statistical models to generate globally consistent, high-resolution gridded estimates of PM2.5 concentrations, including areas without direct monitoring.
Population exposure is calculated by weighting annual mean PM2.5 concentrations by the spatial distribution of population in both urban and rural areas. National estimates represent the population-weighted average annual concentration of PM2.5 to which a country’s population is exposed. Estimates are produced annually using a consistent methodology to allow comparison across countries and over time. Values represent modeled exposure levels and are intended for comparative risk assessment rather than regulatory compliance monitoring.
Statistical concept(s): Fine particulate matter (PM2.5) refers to airborne particles with an aerodynamic diameter of 2.5 micrometers or less, which are small enough to penetrate deeply into the human respiratory system. Exposure to PM2.5 is associated with adverse health outcomes, including cardiovascular and respiratory diseases and premature mortality. |
| Development relevance | Air pollution places a major burden on world health. In many places, including cities but also in rural areas, exposure to air pollution is the main environmental threat to health, responsible for 6.5 million deaths per year, about one every 5 seconds. Around 40 percent of the world’s people rely on household burning of wood, charcoal, dung, crop waste, or coal to meet basic energy needs. Cooking and heating with solid fuels create harmful smoke and particles that fill homes and the surrounding environment. Household air pollution from cooking and heating with solid fuels is responsible for 2.9 million deaths a year. Long-term exposure to high levels of fine particles in the air contributes to a range of health effects, including respiratory diseases, lung cancer, and heart disease, resulting in 4.2 million deaths annually. Not only does exposure to air pollution affect the health of the world’s people, it also carries huge economic costs and represents a drag on development, particularly for low and middle income countries and vulnerable segments of the population such as children and the elderly. |
| Limitations and exceptions | Pollutant concentrations are sensitive to local conditions, and even monitoring sites in the same city may register different levels. Direct monitoring of PM2.5 is still rare in most parts of the world, and measurement protocols and standards are not the same for all countries. These data should be considered only a general indication of air quality, intended to inform cross-country comparisons of the health risks due to particulate matter pollution. The guideline set by the World Health Organization (WHO) for PM2.5 is that annual mean concentrations should not exceed 10 micrograms per cubic meter, representing the lower range over which adverse health effects have been observed. The WHO has also recommended guideline values for emissions of PM2.5 from burning fuels in households. |
| License URL | https://datacatalog.worldbank.org/public-licenses#cc-by |
| License Type | CC BY-4.0 |
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