Introduction to Air Quality Differences: Air pollution is a major problem worldwide. In 2024, only seven countries—Australia, New Zealand, Finland, Switzerland, Greenland, Estonia, and Iceland—had air quality that met WHO standards. This means that most countries are struggling with high pollution levels. Some places, like Bangladesh, Pakistan, and India had pollution levels more than 15 times higher than the recommended limit. Such high pollution creates serious health risks for millions of people, making it an urgent issue that needs attention. Here understand how hyperlocal monitoring for air quality differences can support.
Key Points
- In 2024, only seven countries had clean air that met WHO standards. Air pollution levels were very different across the world.
- One air monitoring station is not enough for a whole city because pollution levels change from place to place.
- Checking air quality in more locations (hyperlocal monitoring) helps control pollution better. Cities like London and the Bay Area have used this method successfully.
Limitations and Differences in Air Quality Monitoring Data
One air quality monitor is not enough to measure pollution in an entire city. Pollution levels can change from one area to another, even within the same neighbourhood. For example, in Warsaw (Warsaw Case Study), a network of 165 monitoring devices was needed to track pollution sources accurately. This shows that a single monitor cannot capture all the pollution variations in a city. Hence, the lack of air quality data makes the air pollution picture blur to take action and control from the root.
A study by EDF (Making the Invisible Visible) in West Oakland found that air pollution levels could be up to eight times higher within the same block. Traffic, factories, and other local sources cause these big differences in air quality. This highlights the need for more monitoring stations to get a clearer picture of pollution in cities. It also includes finding the pollution hotspots.
Survey Note: How Hyperlocal Monitoring for Air Quality Differences Can Help Fix Air Pollution?
Air pollution is a big problem around the world. Some places have clean air, while others have very dirty air. This is bad for people’s health and unfair to many communities.

This survey looks at air pollution in different countries and explains why old ways of checking air quality don’t always work well. In many cities, air pollution changes a lot from one area to another, but without enough monitors, we don’t always see the full picture.
Using more local air monitors can help find pollution hotspots and improve air quality. This survey also shares ideas on how leaders can make better rules to protect everyone’s health.
Global Air Quality Differences
Recent data from AQI.in shows that only seven countries met the World Health Organization’s (WHO) air quality standards in 2024. These countries include Australia, New Zealand, Finland, Switzerland, Greenland, Estonia, and Iceland. On the other hand, Bangladesh and Pakistan had the worst air pollution, with smog levels more than 15 times higher than the safe limit. This shows the urgent need for better air monitoring and pollution control worldwide.
Why One Air Monitor Isn’t Enough
One air quality monitor cannot measure pollution for an entire city because air pollution changes from place to place and at different times of the day. A case study from Warsaw proves this. The city had to install 165 air monitoring devices, along with official government stations, to track pollution properly. This setup helped identify pollution sources and provide real-time data for better decision-making. This shows that using only one monitor does not give a complete picture of air pollution in cities.
Air Pollution Differences Within Cities
Air quality is not the same everywhere in a city. Pollution levels change based on traffic, factories, and weather conditions.
- In West Oakland, California, a study by the Environmental Defense Fund (EDF) and Google Earth Outreach found that air pollution could be up to eight times higher in some parts of a single city block than in others. This pollution increases the risk of heart attacks in older adults by 40%, which is similar to the effects of smoking.
- In Houston, Texas, research found that neighbourhoods with more Black, Hispanic, and Latino residents had 37% higher nitrogen dioxide (NO₂) levels than areas with mostly white residents. This is because these neighbourhoods are closer to factories and busy roads.
- In New York City, data from the NYC Community Air Survey showed that PM2.5 pollution changes every hour, even in areas that usually have cleaner air. This proves the need for more air monitors across cities to track pollution more accurately.
Hyperlocal Air Quality Monitoring: A Better Solution
Hyperlocal air monitoring means using many small, low-cost sensors across a city to check air pollution. This method gives a much clearer picture than using only a few big monitors.

The Bay Area, California: In 2020, the Bay Area Air Quality Management District (BAAQMD) worked with Aclima Inc. to track pollution. They placed sensors in 101 cities across 5,000 square miles, helping nearly 8 million people. These sensors measure air pollution on every street and work with big monitoring stations to find pollution hotspots. This helps cities take quick action to improve air quality where it is needed most.
London, UK – The Breathe London project started in 2018. It has over 450 sensors that give real-time air quality updates. It supports the Ultra Low Emission Zone (ULEZ) and provides low-cost sensors to community groups. Its success has inspired the Breathe Cities model, which can be used worldwide.
Oakland, California – The Environmental Defense Fund (EDF) worked with Google Earth Outreach to set up a 100×100 black carbon sensor network in West Oakland. Over 100 days, they collected 20 million pollution data points and found pollution hotspots. This project showed that air pollution changes a lot within small city areas.
Uganda – From 2019 to 2020, 68 air monitoring stations across the country measured PM2.5 and PM10 pollution every hour. This project helped fill the air pollution data gap in Sub-Saharan Africa and provided useful information for better air quality control.
These examples show that hyperlocal air monitoring helps find pollution sources, support better policies, and give people the data they need to improve air quality in their communities.
How to Improve Air Quality: Simple Policy Steps
To reduce air pollution and make air cleaner for everyone, governments and organizations should take these important steps:
1. More Air Monitors in Cities – Governments should set up more air quality monitors in different areas, just like Breathe London and the Bay Area project. Using low-cost sensors will help track pollution in every neighbourhood.
2. Give People Real-Time Air Data – Everyone should have access to live air quality updates. This helps people avoid polluted areas and take action. The Breathe London project shows how sharing data can help people make better choices.
3. Work Together to Solve the Problem – Governments, researchers, and private companies should share knowledge and technology. For example, BAAQMD’s partnership with Aclima Inc. helped improve air monitoring in the Bay Area. Similar teamwork can help cities worldwide.
These simple steps will help find pollution sources faster, protect public health, and create cleaner air for all. Ambient PM, Prana Air’s advanced air quality monitor is the best option for hyperlocal air quality monitoring.
Conclusion: Clean Air for Everyone
Clean air is important for everyone’s health. Right now, some places have much worse air than others. Hyperlocal air monitoring is a great way to fix this problem. Cities like London, the Bay Area, Oakland, and Uganda have already used this method to find and reduce pollution.
To make the air cleaner, we need to:
- Use more air monitors to check pollution in every area.
- Share real-time air quality data so people know when the air is bad.
- Work together—governments, scientists, and businesses must join forces.
It’s time to take action. If we use these solutions, we can make sure everyone has clean air to breathe.